{ "schemaVersion": 1, "lastAudited": "2026-08-25", "boundary": "This registry links the experiments reported by the three books to their executable or archived code surfaces. A code link establishes traceability, not independent reproduction, correctness, or support for a claim beyond the experiment's stated boundary.", "stats": { "packageCount": 20, "publicPackageCount": 15, "familyCount": 38, "curatedStudyCount": 77, "resolvedRunCount": 229, "resolvedCodeRecordCount": 625, "readerStartHereCount": 148, "familiesByBook": { "categories-for-agi": 11, "machine-learning-from-enforcing-compositionality": 8, "infinitesimal-creativity": 19 }, "runsByBook": { "categories-for-agi": 0, "machine-learning-from-enforcing-compositionality": 0, "infinitesimal-creativity": 229 }, "studiesByBook": { "categories-for-agi": 42, "machine-learning-from-enforcing-compositionality": 35, "infinitesimal-creativity": 0 }, "codeRecordsByBook": { "categories-for-agi": 133, "machine-learning-from-enforcing-compositionality": 134, "infinitesimal-creativity": 358 }, "publicCodeFamiliesByBook": { "categories-for-agi": 9, "machine-learning-from-enforcing-compositionality": 8, "infinitesimal-creativity": 7 }, "frozenRunFamiliesByBook": { "infinitesimal-creativity": 19 }, "readerStartHereByBook": { "categories-for-agi": 42, "machine-learning-from-enforcing-compositionality": 30, "infinitesimal-creativity": 76 } }, "packages": [ { "id": "catagi-lean", "bookIds": [ "categories-for-agi" ], "title": "Categories for AGI Lean companion", "kind": "formal companion", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/catagi/tree/8ce79cdc949604873aca279d6cfcafa992293eb8", "publicRevision": "8ce79cdc949604873aca279d6cfcafa992293eb8", "lastChecked": "2026-08-25", "license": "MIT", "summary": "Machine-checked structural companion for selected categorical statements in Categories for AGI.", "repositoryUrl": "https://github.com/sridharmahadevan/catagi", "hasLocalCheckout": true }, { "id": "categories-gt-archive", "bookIds": [ "categories-for-agi" ], "title": "Geometric and Kan Extension Transformer archive", "kind": "research archive", "maintainer": "Sridhar Mahadevan", "status": "local-not-public", "publicUrl": null, "lastChecked": null, "license": null, "summary": "Working scripts and result directories for DB, GT, KET, language modeling, manifold, mean-field, and scaling studies. A curated public packet remains to be extracted.", "hasLocalCheckout": true }, { "id": "democritus-openai", "bookIds": [ "categories-for-agi" ], "title": "Democritus causal-claim extraction", "kind": "software", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/tree/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9", "publicRevision": "0fb1f8ba2f67f2906de5a3435c464751fe20c6d9", "lastChecked": "2026-08-25", "license": "not specified", "summary": "Document-to-causal-claim pipeline, including the Geometric Transformer manifold branch used by the current Democritus account.", "repositoryUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI", "hasLocalCheckout": true }, { "id": "brand-democritus", "bookIds": [ "categories-for-agi" ], "title": "Brand-aware temporal Democritus", "kind": "software and results", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/tree/b49daac62c437d136d0412282692e9b425bb0739", "publicRevision": "b49daac62c437d136d0412282692e9b425bb0739", "lastChecked": "2026-08-25", "license": "not specified", "summary": "Temporal denoising and animation workflow for company-year causal and brand trajectories.", "repositoryUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise", "hasLocalCheckout": true }, { "id": "basket-rocket-archive", "bookIds": [ "categories-for-agi" ], "title": "BASKET and ROCKET experiment archive", "kind": "research archive", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/BASKET/tree/c43d21983f89310341cf476285b461cd7e257d44", "publicRevision": "c43d21983f89310341cf476285b461cd7e257d44", "lastChecked": "2026-08-25", "license": "not specified", "summary": "Public source-first BASKET and ROCKET workspace; large generated outputs remain outside the public repository and are represented separately as evidence records.", "repositoryUrl": "https://github.com/sridharmahadevan/BASKET", "hasLocalCheckout": true }, { "id": "causal-sheaves", "bookIds": [ "categories-for-agi" ], "title": "Causal Discovery on Sheaves", "kind": "software", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/tree/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39", "publicRevision": "875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39", "lastChecked": "2026-08-25", "license": "not specified", "summary": "Sheaf-theoretic causal-discovery implementation and artifacts supporting the Judo Calculus studies.", "repositoryUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves", "hasLocalCheckout": true }, { "id": "kan-do-dcdi-archive", "bookIds": [ "categories-for-agi" ], "title": "Kan-do DCDI experiment archive", "kind": "research archive", "maintainer": "Sridhar Mahadevan", "status": "local-not-public", "publicUrl": null, "lastChecked": null, "license": null, "summary": "Additional Judo Calculus drivers, regime-stability studies, and archived result tables used alongside Causal Discovery on Sheaves. A curated public packet remains to be prepared.", "hasLocalCheckout": true }, { "id": "atlas-csql-archive", "bookIds": [ "categories-for-agi" ], "title": "ATLAS CSQL database archive", "kind": "research archive", "maintainer": "Sridhar Mahadevan", "status": "local-not-public", "publicUrl": null, "lastChecked": null, "license": null, "summary": "Checked categorical SQL database instances and summaries used by the CSQL chapter.", "hasLocalCheckout": true }, { "id": "deep-url-archive", "bookIds": [ "categories-for-agi" ], "title": "GT RL Coalgebra archive", "kind": "research archive", "maintainer": "Sridhar Mahadevan", "status": "local-not-public", "publicUrl": null, "lastChecked": null, "license": null, "summary": "Thirty-run Deep URL, GT, and diagrammatic-backpropagation experiment artifacts.", "hasLocalCheckout": true }, { "id": "lincs-companion", "bookIds": [ "machine-learning-from-enforcing-compositionality" ], "title": "LINCS software companion", "kind": "multi-package software companion", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Public companion containing formal, BRIDGE/SKFM, ALLORA, LASKO, GIRL, LINCS-RLHF, RADAR, and SID packages.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS", "hasLocalCheckout": true }, { "id": "lincs-bridge-skfm", "bookIds": [ "machine-learning-from-enforcing-compositionality", "infinitesimal-creativity" ], "title": "LINCS BRIDGE/SKFM package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Lie-bracket screening and SKFM causal-discovery experiments.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/bridge_skfm", "hasLocalCheckout": true }, { "id": "lincs-allora", "bookIds": [ "categories-for-agi", "machine-learning-from-enforcing-compositionality", "infinitesimal-creativity" ], "title": "LINCS ALLORA and LINCS-KET package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Adapter-composition and KET repair implementations with smoke and extended experiment entry points.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/allora", "hasLocalCheckout": true }, { "id": "lincs-lasko", "bookIds": [ "machine-learning-from-enforcing-compositionality", "infinitesimal-creativity" ], "title": "LINCS LASKO package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Lie-algebroid skill optimization and validation-economics experiments.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/lasko", "hasLocalCheckout": true }, { "id": "lincs-girl", "bookIds": [ "machine-learning-from-enforcing-compositionality", "infinitesimal-creativity" ], "title": "LINCS GIRL package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Infinitesimal reinforcement learning, policy transport, and structural-admission experiments.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/girl", "hasLocalCheckout": true }, { "id": "lincs-rlhf", "bookIds": [ "machine-learning-from-enforcing-compositionality" ], "title": "LINCS-RLHF package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Preference-obstruction simulations and relational fallback studies.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/lincs_rlhf", "hasLocalCheckout": true }, { "id": "lincs-radar", "bookIds": [ "machine-learning-from-enforcing-compositionality", "categories-for-agi" ], "title": "LINCS RADAR package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Relational manifold, descent, chart-repair, and MovieLens studies.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/radar", "hasLocalCheckout": true }, { "id": "lincs-sid", "bookIds": [ "machine-learning-from-enforcing-compositionality" ], "title": "LINCS SID package", "kind": "software package", "maintainer": "Sridhar Mahadevan", "status": "public", "publicUrl": "https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid", "publicRevision": "c78bfe50ded8d40db90c614e40dd2e0e146a9875", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "Typed descent and obstruction-aware information-fusion replays.", "repositoryUrl": "https://github.com/sridharmahadevan/LINCS/tree/main/packages/sid", "hasLocalCheckout": true }, { "id": "synthetic-creativity-archive", "bookIds": [ "infinitesimal-creativity" ], "title": "Infinitesimal Creativity registered experiment archive", "kind": "registered research archive", "maintainer": "Sridhar Mahadevan", "status": "local-curated", "publicUrl": null, "lastChecked": null, "license": null, "summary": "Registered, developmental, negative, and transport experiment directories underlying Chapters 10–19. Public packets require separate provenance, dependency, rights, and privacy review.", "hasLocalCheckout": true }, { "id": "lea-upstream", "bookIds": [ "infinitesimal-creativity" ], "title": "Lea theorem prover", "kind": "external dependency", "maintainer": "VIDA NYU", "status": "public-external", "publicUrl": "https://github.com/VIDA-NYU/Lea/tree/790853c89522bf5899feeb0052b795326feee720", "publicRevision": "790853c89522bf5899feeb0052b795326feee720", "lastChecked": "2026-08-25", "license": "upstream license", "summary": "External Lean-based theorem-proving dependency used by the AGENTIC–Lea studies.", "repositoryUrl": "https://github.com/VIDA-NYU/Lea", "hasLocalCheckout": true }, { "id": "diffusers-upstream", "bookIds": [ "infinitesimal-creativity" ], "title": "Hugging Face Diffusers", "kind": "external dependency", "maintainer": "Hugging Face", "status": "public-external", "publicUrl": "https://github.com/huggingface/diffusers/tree/efabd60d61c2b7aabf9f182bee6b5b6058980304", "publicRevision": "efabd60d61c2b7aabf9f182bee6b5b6058980304", "lastChecked": "2026-08-25", "license": "Apache-2.0", "summary": "External diffusion and textual-inversion infrastructure used in the ARTISTIC experiments.", "repositoryUrl": "https://github.com/huggingface/diffusers", "hasLocalCheckout": true } ], "families": [ { "id": "catagi-db-gt", "title": "Diagrammatic Backpropagation and Geometric Transformers", "bookId": "categories-for-agi", "chapters": [ 6, 7, 8 ], "status": "executable demonstration plus archived illustrative plots", "summary": "A small executable pullback/pushout energy demonstration and two archived commutator-proxy trajectories for Geometric Transformer variants.", "studies": [ "Diagrammatic pullback and pushout energy demonstration", "Two-moons commutator-proxy trajectory", "WikiText-103 early commutator-proxy trajectory", "Geometric Transformer architecture comparison" ], "boundary": "The Chapter 6 notebook is an executable numerical illustration, not a proof that optimization computes categorical limits in general. The Chapter 8 PNGs have exact code and byte provenance but no surviving per-step raw logs, so they are archived plot-only evidence. Their residuals are task-relative order-sensitivity diagnostics, not categorical limit certificates, causal demonstrations, or general proofs of improved learning.", "packageIds": [ "categories-gt-archive", "catagi-lean" ], "entryPoints": [ "scripts/gt/", "scripts/resmlp_gt_commutator_demo.py", "scripts/seq2seq_wiki103_prefix_suffix.py", "Category-Theory-for-AGI-UMass-CMPSCI-692CT/notebooks/week03_db_colimit_energy.ipynb" ], "resultArtifacts": [ "week03_db_colimit_energy.ipynb", "two_moons_commutator_energy.png", "wiki103_prefix_suffix_cech_obs.png", "CHAPTERS_6_8_PROVENANCE.md" ], "documentationStatus": "bounded-demo-and-plot-provenance", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/datasets_linked_wt2.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/datasets_ptb_wt.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "scripts/gt/__init__.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "scripts/gt/geometric_transformer.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "scripts/gt/simplicial_mp.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "scripts/resmlp_gt_commutator_demo.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "scripts/seq2seq_gt_compare.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "scripts/seq2seq_wiki103_prefix_suffix.py", "publicUrl": null } ], "codeRecordCount": 8, "startHere": [ { "packageId": "categories-gt-archive", "path": "scripts/gt/geometric_transformer.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/resmlp_gt_commutator_demo.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_wiki103_prefix_suffix.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/gt/simplicial_mp.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" } ], "startHereCount": 4 }, { "id": "catagi-information-ket", "title": "GT information regimes, KET, and TopoCoend", "bookId": "categories-for-agi", "chapters": [ 9, 10, 11 ], "status": "controlled comparisons with explicit leakage controls", "summary": "Strict-causal and future-carrier language-modeling comparisons on PTB and WikiText corpora.", "studies": [ "Strict-causal versus future-carrier leakage control", "PTB blockwise KET comparison", "WikiText-2 KET diagnostics", "WikiText-103 KET and TopoCoend comparison" ], "boundary": "Future-carrier runs are leakage controls, not valid autoregressive improvements; point estimates are not population effects.", "packageIds": [ "categories-gt-archive", "lincs-allora" ], "entryPoints": [ "KET/ket_experiments/", "scripts/ket_experiments/" ], "resultArtifacts": [ "loss/perplexity plots and recorded comparison tables" ], "documentationStatus": "curation-required", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "categories-gt-archive", "role": "dependency", "path": "KET/ket_experiments/datasets_ptb_wt.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/eval/__init__.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/eval/eval_ppl.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/eval/freeze_ablate.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/eval/model_utility.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/eval/ngram_sweep.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/eval/perm_ablate.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/ket_unified_harness.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "KET/ket_experiments/models/__init__.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "KET/ket_experiments/models/block_heads.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "KET/ket_experiments/models/ket_block_wrappers.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "KET/ket_experiments/models/ket_model.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/train/train_ket.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "KET/ket_experiments/train/train_ket_block.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "KET/ket_experiments/train_torch_gt_lm.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "KET/ket_experiments/train_torch_kan_lm_ptbwt_incidence_mp_compat.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "KET/ket_experiments/train_torch_kan_lm_ptbwt_softpred_hint.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "KET/ket_experiments/train_torch_lm.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "KET/ket_experiments/train_torch_topocoend_lm_ptbwt_compat.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "implementation", "path": "KET/ket_experiments/training/block_utils.py", "publicUrl": null }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/__init__.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/__init__.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/aggregate_gpt2_cuda_replication.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/aggregate_gpt2_cuda_replication.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/aggregate_model_zoo.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/aggregate_model_zoo.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/allora_ket_adapters.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/allora_ket_adapters.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/analyze_adapter_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_adapter_sweep.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/analyze_capability_safety.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_capability_safety.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/analyze_confirmatory.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_confirmatory.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/analyze_lora_text_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_lora_text_sweep.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/analyze_theory_diagnostics.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_theory_diagnostics.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/capability_safety_composition.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/capability_safety_composition.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/cross_fitted_quotient_prediction.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/cross_fitted_quotient_prediction.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/factor_quotient_projectability.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/factor_quotient_projectability.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/gpt2_medium_expanded_eval.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/gpt2_medium_expanded_eval.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/gpt2_medium_mps_pilot.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/gpt2_medium_mps_pilot.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/gpt2_sequential_lora_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/gpt2_sequential_lora_smoke.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/ket_adapter_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/ket_adapter_smoke.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/ket_coend_comparison.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/ket_coend_comparison.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/ket_ptb_adapter_train.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/ket_ptb_adapter_train.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/lora_text_source_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/lora_text_source_smoke.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/model_registry.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/model_registry.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/reflective_allora_order.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/reflective_allora_order.py" }, { "packageId": "lincs-allora", "role": "implementation", "path": "KET/stochastic_quotient_aggregation.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/stochastic_quotient_aggregation.py" } ], "codeRecordCount": 42, "startHere": [ { "packageId": "categories-gt-archive", "path": "KET/ket_experiments/eval/eval_ppl.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "lincs-allora", "path": "KET/aggregate_gpt2_cuda_replication.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/aggregate_gpt2_cuda_replication.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "categories-gt-archive", "path": "KET/ket_experiments/eval/freeze_ablate.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "KET/ket_experiments/eval/model_utility.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" } ], "startHereCount": 4 }, { "id": "catagi-gt-manifold", "title": "Relational manifold learning with Geometric Transformers", "bookId": "categories-for-agi", "chapters": [ 12 ], "status": "controlled synthetic recovery and registered real-data calibration", "summary": "Triangle-aware relational recovery, dimension diagnostics, Hodge controls, and the registered MovieLens negative result.", "studies": [ "Controlled relational recovery", "Post-confirmatory dimension diagnostic", "Pooled Hodge baseline", "MovieLens registered negative calibration" ], "boundary": "The synthetic advantage is specific to the declared two-dimensional bottleneck, and the MovieLens study is a retained negative result rather than evidence of universal relational benefit.", "packageIds": [ "lincs-radar" ], "entryPoints": [ "relational_descent.py", "run_relational_dimension_diagnostic.py", "run_hodge_baselines.py", "run_movielens_experiment.py" ], "resultArtifacts": [ "RELATIONAL_CONFIRMATORY_RESULTS.md", "RELATIONAL_DIMENSION_DIAGNOSTIC.md", "HODGE_BASELINE_RESULTS.md", "MOVIELENS_RESULTS.md" ], "documentationStatus": "public-code-and-results-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-radar", "role": "result-record", "path": "HODGE_BASELINE_RESULTS.md", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/HODGE_BASELINE_RESULTS.md" }, { "packageId": "lincs-radar", "role": "result-record", "path": "MOVIELENS_RESULTS.md", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/MOVIELENS_RESULTS.md" }, { "packageId": "lincs-radar", "role": "result-record", "path": "RELATIONAL_CONFIRMATORY_RESULTS.md", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/RELATIONAL_CONFIRMATORY_RESULTS.md" }, { "packageId": "lincs-radar", "role": "result-record", "path": "RELATIONAL_DIMENSION_DIAGNOSTIC.md", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/RELATIONAL_DIMENSION_DIAGNOSTIC.md" }, { "packageId": "lincs-radar", "role": "runner", "path": "analyze_movielens_results.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/analyze_movielens_results.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "analyze_relational_confirmatory.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/analyze_relational_confirmatory.py" }, { "packageId": "lincs-radar", "role": "implementation", "path": "hodge_baselines.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/hodge_baselines.py" }, { "packageId": "lincs-radar", "role": "implementation", "path": "movielens_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/movielens_experiment.py" }, { "packageId": "lincs-radar", "role": "implementation", "path": "relational_descent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/relational_descent.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_hodge_baselines.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_hodge_baselines.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_movielens_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_movielens_experiment.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_relational_dimension_diagnostic.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_relational_dimension_diagnostic.py" } ], "codeRecordCount": 12, "startHere": [ { "packageId": "lincs-radar", "path": "relational_descent.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/relational_descent.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-radar", "path": "run_relational_dimension_diagnostic.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_relational_dimension_diagnostic.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-radar", "path": "run_hodge_baselines.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_hodge_baselines.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-radar", "path": "run_movielens_experiment.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_movielens_experiment.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "catagi-gt-meanfield", "title": "Mean-field diagnostics for Geometric Transformers", "bookId": "categories-for-agi", "chapters": [ 13 ], "status": "archived single-seed pilot", "summary": "Local commutator-energy, normalization, transport, and task diagnostics for a data-limited prefix-to-suffix pilot.", "studies": [ "Residual commutator diagnostic", "Pre-LN and GT prefix-to-suffix pilot", "Topological and Dirichlet diagnostic comparison" ], "boundary": "The surviving plots and summary values do not include a complete executable snapshot or raw per-example outputs; the chapter treats them as archived pilot evidence only.", "packageIds": [ "categories-gt-archive" ], "entryPoints": [ "scripts/seq2seq_scaling_preln_transformer.py", "scripts/seq2seq_scaling_GTFull.py", "scripts/seq2seq_wiki103_scaling-GT-Lite.py", "scripts/seq2seq_wiki103_scaling-GT-Full.py", "scripts/seq2seq_wiki103_scaling-GT-MoE.py" ], "resultArtifacts": [ "archived manuscript plots and final-value table; raw run logs unavailable" ], "documentationStatus": "archived-artifact-only", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/datasets_linked_wt2.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/datasets_ptb_wt.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_scaling_GTFull.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_scaling_preln_transformer.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_wiki103_scaling-GT-Full.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_wiki103_scaling-GT-Lite.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_wiki103_scaling-GT-MoE.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/topo_probe.py", "publicUrl": null } ], "codeRecordCount": 8, "startHere": [ { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_scaling_preln_transformer.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_scaling_GTFull.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_wiki103_scaling-GT-Lite.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_wiki103_scaling-GT-Full.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" } ], "startHereCount": 4 }, { "id": "catagi-gt-scaling", "title": "Depth sweeps for Geometric Transformers", "bookId": "categories-for-agi", "chapters": [ 14 ], "status": "descriptive finite depth sweeps", "summary": "GT-Full and Pre-LN depth comparisons with commutator, task, and topological diagnostics.", "studies": [ "GT-Full depth sweep", "Pre-LN depth sweep", "Average-versus-accumulated obstruction audit" ], "boundary": "The archived figures establish finite descriptive trends, not a fitted exponent, asymptotic scaling law, or GT-specific mechanism.", "packageIds": [ "categories-gt-archive" ], "entryPoints": [ "scripts/seq2seq_scaling_depth.py", "scripts/seq2seq_wiki103_scaling-GT-Full.py" ], "resultArtifacts": [ "plots/GTFull-*", "plots/GTLite-*" ], "documentationStatus": "curation-required", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/datasets_linked_wt2.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/datasets_ptb_wt.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/seq2seq_scaling_GTFull.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_scaling_depth.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "runner", "path": "scripts/seq2seq_wiki103_scaling-GT-Full.py", "publicUrl": null }, { "packageId": "categories-gt-archive", "role": "dependency", "path": "scripts/topo_probe.py", "publicUrl": null } ], "codeRecordCount": 6, "startHere": [ { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_scaling_depth.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/seq2seq_wiki103_scaling-GT-Full.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/datasets_linked_wt2.py", "role": "dependency", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "categories-gt-archive", "path": "scripts/datasets_ptb_wt.py", "role": "dependency", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" } ], "startHereCount": 4 }, { "id": "catagi-democritus", "title": "Democritus causal claims from language", "bookId": "categories-for-agi", "chapters": [ 16, 22 ], "status": "document extraction and benchmark comparisons", "summary": "Causal-claim extraction, Geometric Transformer manifold rendering, and UniCausal comparison.", "studies": [ "Four-domain causal-claim extraction audit", "Geometric Transformer versus UMAP manifold ablation", "UniCausal extractor comparison", "Homotopy-aware claim normalization audit" ], "boundary": "Extracted claims and rendered manifolds do not certify causal truth or identification.", "packageIds": [ "democritus-openai" ], "entryPoints": [ "pipeline_llmdriver.py" ], "resultArtifacts": [ "saved extraction outputs and GT/UMAP ablations" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "democritus-openai", "role": "implementation", "path": "pipelines/pipeline_llm.py", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/blob/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9/pipelines/pipeline_llm.py" }, { "packageId": "democritus-openai", "role": "implementation", "path": "scripts/manifold_builder.py", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/blob/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9/scripts/manifold_builder.py" }, { "packageId": "democritus-openai", "role": "implementation", "path": "scripts/visualize_manifold.py", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/blob/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9/scripts/visualize_manifold.py" } ], "codeRecordCount": 3, "startHere": [ { "packageId": "democritus-openai", "path": "pipelines/pipeline_llm.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/blob/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9/pipelines/pipeline_llm.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "democritus-openai", "path": "scripts/manifold_builder.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/blob/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9/scripts/manifold_builder.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "democritus-openai", "path": "scripts/visualize_manifold.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/Democritus_OpenAI/blob/0fb1f8ba2f67f2906de5a3435c464751fe20c6d9/scripts/visualize_manifold.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 3 }, { "id": "catagi-brand-democritus", "title": "Temporal diffusion over company causal trajectories", "bookId": "categories-for-agi", "chapters": [ 17 ], "status": "descriptive panel and holdout studies", "summary": "Company-year trajectory construction, block denoising, KET comparisons, and animated risk/brand profiles.", "studies": [ "Twenty-six-company trajectory panel", "Block-denoising holdout study", "KET trajectory comparison", "Animated brand and risk-profile rendering" ], "boundary": "The evidence supports a reproducible representation and diagnostics, not validated corporate-risk forecasts.", "packageIds": [ "brand-democritus" ], "entryPoints": [ "repository scripts and notebooks" ], "resultArtifacts": [ "26-company outputs and movie artifacts" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "brand-democritus", "role": "runner", "path": "animate_company_structural_risk_radar.py", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/animate_company_structural_risk_radar.py" }, { "packageId": "brand-democritus", "role": "runner", "path": "run_brand_financial_filings.py", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/run_brand_financial_filings.py" }, { "packageId": "brand-democritus", "role": "runner", "path": "temporal_infer.py", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/temporal_infer.py" }, { "packageId": "brand-democritus", "role": "runner", "path": "temporal_train.py", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/temporal_train.py" } ], "codeRecordCount": 4, "startHere": [ { "packageId": "brand-democritus", "path": "run_brand_financial_filings.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/run_brand_financial_filings.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "brand-democritus", "path": "animate_company_structural_risk_radar.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/animate_company_structural_risk_radar.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "brand-democritus", "path": "temporal_infer.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/temporal_infer.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "brand-democritus", "path": "temporal_train.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/brand_democritus_block_denoise/blob/b49daac62c437d136d0412282692e9b425bb0739/temporal_train.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "catagi-basket-rocket", "title": "BASKET and ROCKET workflow construction", "bookId": "categories-for-agi", "chapters": [ 18, 24 ], "status": "frozen workflow and reranking studies", "summary": "Partial-order plan construction and section-aware financial workflow reranking.", "studies": [ "BASKET partial-order workflow construction", "ROCKET section-aware reranking", "Action-vocabulary and plan-manifest audit" ], "boundary": "Validation loss and constructed reranking scores are not workflow accuracy, financial forecasts, or causal effects.", "packageIds": [ "basket-rocket-archive" ], "entryPoints": [ "BASKET package and output manifests" ], "readerStartHere": [ { "packageId": "basket-rocket-archive", "path": "src/tenk.py" }, { "packageId": "basket-rocket-archive", "path": "src/rocket.py" }, { "packageId": "basket-rocket-archive", "path": "src/plan_ket_scoring.py" }, { "packageId": "basket-rocket-archive", "path": "src/psr.py" } ], "resultArtifacts": [ "summary.json", "reranked_summary.json", "action_vocab.csv" ], "documentationStatus": "curation-required", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/__init__.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/__init__.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/corruption.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/corruption.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/data.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/data.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/export_financial_trajectory_tikz.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/export_financial_trajectory_tikz.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/logs.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/logs.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/models.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/models.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/pdftext.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/pdftext.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/plan_ket_scoring.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/plan_ket_scoring.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/psr.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/psr.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/rocket.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/rocket.py" }, { "packageId": "basket-rocket-archive", "role": "implementation", "path": "src/tenk.py", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/tenk.py" } ], "codeRecordCount": 11, "startHere": [ { "packageId": "basket-rocket-archive", "path": "src/tenk.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/tenk.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "basket-rocket-archive", "path": "src/rocket.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/rocket.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "basket-rocket-archive", "path": "src/plan_ket_scoring.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/plan_ket_scoring.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "basket-rocket-archive", "path": "src/psr.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/BASKET/blob/c43d21983f89310341cf476285b461cd7e257d44/src/psr.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "catagi-judo", "title": "Judo Calculus causal-discovery experiments", "bookId": "categories-for-agi", "chapters": [ 20 ], "status": "synthetic and Sachs benchmark studies", "summary": "Sheaf/Kan causal-discovery experiments with DCDI and GES comparisons.", "studies": [ "Synthetic j-stable DCDI comparison", "Descriptive runtime measurement", "Sachs pooled versus regime-stable study", "GES, CGES, and TC-GES comparison", "OECD PISA regime-stability study" ], "boundary": "The mixed and negative Sachs results remain part of the evidence; runtime plots are descriptive implementation measurements.", "packageIds": [ "causal-sheaves", "kan-do-dcdi-archive" ], "entryPoints": [ "artifacts/", "kan_do_dcdi experiments" ], "resultArtifacts": [ "synthetic and Sachs result tables" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/dcdi/dcdi_benchmark_val.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/dcdi/dcdi_benchmark_val.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/dcdi/dcdi_run_patched_v15.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/dcdi/dcdi_run_patched_v15.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/dcdi/jstable_eval.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/dcdi/jstable_eval.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/interference/interference_minimal_v2.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/interference/interference_minimal_v2.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/interference/interference_plots.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/interference/interference_plots.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/psifci/alpha_sweep_psifci.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/psifci/alpha_sweep_psifci.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/psifci/run_psifci_jstable.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/psifci/run_psifci_jstable.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/sachs/align_and_eval_sachs.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/sachs/align_and_eval_sachs.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/sachs/make_env_labels_sachs.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/sachs/make_env_labels_sachs.py" }, { "packageId": "causal-sheaves", "role": "runner", "path": "experiments/sachs/run_ges.py", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/sachs/run_ges.py" }, { "packageId": "kan-do-dcdi-archive", "role": "dependency", "path": "edge_scores.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "dependency", "path": "edge_scores_fastpatch.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/j_sheaf_regimes.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/j_sheaf_regimes_fast.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/kan_do_lincs.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/kan_do_pisa2022.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/kan_do_s9.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/kan_do_s9_multivar.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/kan_do_synth_linear.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/sachs_miniexp.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/sachs_miniexp_enhanced.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/sheaf_glue.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "experiments/synthetic_linear_gaussian.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "kan_do_dcdi_core.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "kan_ops.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "lincs_m_hspa8.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "dependency", "path": "metrics.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "dependency", "path": "mmd_utils.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "runner", "path": "pisa_run_calib_hisei_escs.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "dependency", "path": "rn_flow.py", "publicUrl": null }, { "packageId": "kan-do-dcdi-archive", "role": "dependency", "path": "sheaf_metrics.py", "publicUrl": null } ], "codeRecordCount": 31, "startHere": [ { "packageId": "causal-sheaves", "path": "experiments/psifci/run_psifci_jstable.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/psifci/run_psifci_jstable.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "kan-do-dcdi-archive", "path": "experiments/j_sheaf_regimes.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "causal-sheaves", "path": "experiments/sachs/run_ges.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/sachs/run_ges.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "causal-sheaves", "path": "experiments/dcdi/dcdi_benchmark_val.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/Causal-Discovery-on-Sheaves/blob/875ec6ee97c6f32e05bfc176d4e3d69ecb2c8f39/experiments/dcdi/dcdi_benchmark_val.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "catagi-csql", "title": "CSQL and ATLAS database construction", "bookId": "categories-for-agi", "chapters": [ 21 ], "status": "qualitative and descriptive database demonstrations", "summary": "Document-to-schema mapping and checked categorical SQL node/edge instances.", "studies": [ "Document-to-CSQL schema construction", "Merged ATLAS provenance audit", "Causal hub and path queries", "Source-edge deletion sensitivity analysis" ], "boundary": "Source-edge deletion is an ablation, not a Pearl intervention or counterfactual.", "packageIds": [ "atlas-csql-archive", "democritus-openai" ], "entryPoints": [ "ATLAS database builders" ], "resultArtifacts": [ "atlas_summary.md", "checked Parquet relations" ], "documentationStatus": "curation-required", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "atlas-csql-archive", "role": "implementation", "path": "atlas_WaPoHumanOrigins/atlas_queries.sql", "publicUrl": null }, { "packageId": "atlas-csql-archive", "role": "implementation", "path": "atlas_WaPoHumanOrigins/atlas_queries_quant.sql", "publicUrl": null }, { "packageId": "atlas-csql-archive", "role": "implementation", "path": "atlas_WaPoHumanOrigins/ncsql_starter_colab.ipynb", "publicUrl": null } ], "codeRecordCount": 3, "startHere": [ { "packageId": "atlas-csql-archive", "path": "atlas_WaPoHumanOrigins/atlas_queries.sql", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "atlas-csql-archive", "path": "atlas_WaPoHumanOrigins/atlas_queries_quant.sql", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "atlas-csql-archive", "path": "atlas_WaPoHumanOrigins/ncsql_starter_colab.ipynb", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" } ], "startHereCount": 3 }, { "id": "catagi-deep-url", "title": "Deep Universal Reinforcement Learning", "bookId": "categories-for-agi", "chapters": [ 28 ], "status": "thirty-run controlled comparison", "summary": "GT and diagrammatic-backpropagation ablations for coalgebraic RL losses.", "studies": [ "Thirty-run base learner comparison", "Geometric Transformer structural-loss ablation", "Diagrammatic-backpropagation residual ablation", "Return, residual, and graph-smoothness comparison" ], "boundary": "Lower structural residual or graph smoothness is not proof that a coalgebra morphism was learned.", "packageIds": [ "deep-url-archive", "catagi-lean" ], "entryPoints": [ "GT_RL_Coalgebra experiment scripts" ], "resultArtifacts": [ "thirty-run return and residual summaries" ], "documentationStatus": "curation-required", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "deep-url-archive", "role": "runner", "path": "report_synthetic_mdp_ablation.py", "publicUrl": null }, { "packageId": "deep-url-archive", "role": "runner", "path": "report_synthetic_mdp_metrics.py", "publicUrl": null }, { "packageId": "deep-url-archive", "role": "runner", "path": "run_synthetic_mdp_ablation.py", "publicUrl": null }, { "packageId": "deep-url-archive", "role": "runner", "path": "run_synthetic_mdp_loop.py", "publicUrl": null }, { "packageId": "deep-url-archive", "role": "runner", "path": "synthetic_mdp_bridge.py", "publicUrl": null } ], "codeRecordCount": 5, "startHere": [ { "packageId": "deep-url-archive", "path": "run_synthetic_mdp_ablation.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "deep-url-archive", "path": "run_synthetic_mdp_loop.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "deep-url-archive", "path": "report_synthetic_mdp_ablation.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" }, { "packageId": "deep-url-archive", "path": "report_synthetic_mdp_metrics.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-not-public" } ], "startHereCount": 4 }, { "id": "lincs-bridge-skfm-family", "title": "BRIDGE/SKFM geometric causal discovery", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 11 ], "status": "controlled synthetic and benchmark studies", "summary": "Random-DAG, injected-confounding, Sachs, screening, graph extraction, and runtime experiments.", "studies": [ "Random-DAG closure calibration", "Injected latent-confounding recovery", "Sachs benchmark study", "Lie-bracket screening and graph extraction", "Runtime and robustness comparison" ], "boundary": "Lie-bracket nonclosure is a diagnostic under registered semantics, not unique identification of a latent confounder.", "packageIds": [ "lincs-bridge-skfm" ], "entryPoints": [ "kan_do_dcdi/experiments/" ], "resultArtifacts": [ "package reports and benchmark summaries" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag_latent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag_latent.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_exp1_chain.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_exp1_chain.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_exp2_latent_fork.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_exp2_latent_fork.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_latent_dag_motifs.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_latent_dag_motifs.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_latent_demo.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_latent_demo.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_pruned_size_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_pruned_size_sweep.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_pruned_stress_test.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_pruned_stress_test.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_s9.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_s9.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/info_geometry_sachs.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_sachs.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/j_sheaf_regimes.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/j_sheaf_regimes.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/j_sheaf_regimes_fast.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/j_sheaf_regimes_fast.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/kan_do_info_geometry_pruned.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_info_geometry_pruned.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/kan_do_lincs.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_lincs.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/kan_do_pisa2022.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_pisa2022.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/kan_do_s9.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_s9.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/kan_do_s9_multivar.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_s9_multivar.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/kan_do_synth_linear.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_synth_linear.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/lie_space_intervention_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/lie_space_intervention_smoke.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/sachs_miniexp.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/sachs_miniexp.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/sachs_miniexp_enhanced.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/sachs_miniexp_enhanced.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/sheaf_glue.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/sheaf_glue.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/skfm_algorithm2_compare.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/skfm_algorithm2_compare.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/skfm_bridge_runtime_scaling.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/skfm_bridge_runtime_scaling.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/skfm_stage1_compare.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/skfm_stage1_compare.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "kan_do_dcdi/experiments/synthetic_linear_gaussian.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/synthetic_linear_gaussian.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "tces/__init__.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/tces/__init__.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "tces/tces_both_and_compare.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/tces/tces_both_and_compare.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "tces/tces_run_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/tces/tces_run_experiment.py" }, { "packageId": "lincs-bridge-skfm", "role": "runner", "path": "tces/topos_regularizers.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/tces/topos_regularizers.py" } ], "codeRecordCount": 30, "startHere": [ { "packageId": "lincs-bridge-skfm", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-bridge-skfm", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag_latent.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag_latent.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-bridge-skfm", "path": "kan_do_dcdi/experiments/info_geometry_exp1_chain.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_exp1_chain.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-bridge-skfm", "path": "kan_do_dcdi/experiments/info_geometry_exp2_latent_fork.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_exp2_latent_fork.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "lincs-ket-family", "title": "LINCS-KET blockwise repair", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 12 ], "status": "synthetic and PTB repair studies", "summary": "Five-seed synthetic architecture test and frozen-module PTB block-repair experiments.", "studies": [ "Five-seed synthetic architecture test", "Frozen-module PTB block repair", "Local admission-gate ablation", "Joint-gate negative result" ], "boundary": "The failed joint gate and all admission conditions remain visible; accepted local steps do not establish general KET superiority.", "packageIds": [ "lincs-allora" ], "entryPoints": [ "KET and theory-diagnostic scripts" ], "resultArtifacts": [ "repair traces and PTB summaries" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-allora", "role": "runner", "path": "KET/__init__.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/__init__.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/aggregate_gpt2_cuda_replication.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/aggregate_gpt2_cuda_replication.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/aggregate_model_zoo.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/aggregate_model_zoo.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/allora_ket_adapters.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/allora_ket_adapters.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/analyze_adapter_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_adapter_sweep.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/analyze_capability_safety.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_capability_safety.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/analyze_confirmatory.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_confirmatory.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/analyze_lora_text_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_lora_text_sweep.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/analyze_theory_diagnostics.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/analyze_theory_diagnostics.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/capability_safety_composition.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/capability_safety_composition.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/cross_fitted_quotient_prediction.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/cross_fitted_quotient_prediction.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/factor_quotient_projectability.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/factor_quotient_projectability.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/gpt2_medium_expanded_eval.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/gpt2_medium_expanded_eval.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/gpt2_medium_mps_pilot.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/gpt2_medium_mps_pilot.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/gpt2_sequential_lora_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/gpt2_sequential_lora_smoke.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/ket_adapter_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/ket_adapter_smoke.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/ket_coend_comparison.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/ket_coend_comparison.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/ket_ptb_adapter_train.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/ket_ptb_adapter_train.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/lora_text_source_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/lora_text_source_smoke.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/model_registry.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/model_registry.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/reflective_allora_order.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/reflective_allora_order.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "KET/stochastic_quotient_aggregation.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/KET/stochastic_quotient_aggregation.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_confirmatory_ket.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_full.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_gpt2_medium_cuda_registered.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_registered.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_gpt2_medium_cuda_seed7.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_seed7.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_licket_mps_ket_arch_cross_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_cross_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_licket_mps_ket_arch_nested_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_nested_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_licket_mps_learned_split_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_learned_split_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_big.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_big.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_lambda_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_lambda_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_multiseed.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_multiseed.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_placement_sweep.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_placement_sweep.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_rank_sweep.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_rank_sweep.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_smoke.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_theory_diagnostics.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_theory_diagnostics.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/setup_gpt2_composition.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/setup_gpt2_composition.sh" } ], "codeRecordCount": 37, "startHere": [ { "packageId": "lincs-allora", "path": "scripts/run_confirmatory_ket.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-allora", "path": "scripts/run_full.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_full.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-allora", "path": "scripts/run_gpt2_medium_cuda_registered.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_registered.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-allora", "path": "scripts/run_gpt2_medium_cuda_seed7.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_seed7.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "lincs-allora-family", "title": "ALLORA adapter composition", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 13 ], "status": "controlled composition and generation studies", "summary": "Pair/triple composition, scaling, safety-aware repair, and generative adapter experiments.", "studies": [ "Pairwise adapter composition", "Triple adapter composition", "Scale and noncommutativity study", "Safety-aware repair", "Generative adapter composition" ], "boundary": "Reduced noncommutativity does not by itself imply improved generation quality or safety.", "packageIds": [ "lincs-allora" ], "entryPoints": [ "scripts/run_smoke.sh", "scripts/" ], "resultArtifacts": [ "export manifest and experiment summaries" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-allora", "role": "runner", "path": "scripts/build_manifest.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/build_manifest.py" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_confirmatory_ket.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_full.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_gpt2_medium_cuda_registered.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_registered.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_gpt2_medium_cuda_seed7.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_seed7.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_licket_mps_ket_arch_cross_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_cross_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_licket_mps_ket_arch_nested_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_nested_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_licket_mps_learned_split_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_learned_split_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_big.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_big.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_lambda_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_lambda_probe.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_multiseed.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_multiseed.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_placement_sweep.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_placement_sweep.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_lora_text_mps_rank_sweep.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_rank_sweep.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_smoke.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/run_theory_diagnostics.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_theory_diagnostics.sh" }, { "packageId": "lincs-allora", "role": "runner", "path": "scripts/setup_gpt2_composition.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/setup_gpt2_composition.sh" } ], "codeRecordCount": 16, "startHere": [ { "packageId": "lincs-allora", "path": "scripts/run_smoke.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_smoke.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-allora", "path": "scripts/run_confirmatory_ket.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-allora", "path": "scripts/run_full.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_full.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-allora", "path": "scripts/run_gpt2_medium_cuda_registered.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_registered.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "lincs-lasko-family", "title": "LASKO skill optimization", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 14 ], "status": "controlled workflow studies", "summary": "Cheap bracket probes, validation calls, scale experiments, and anchor-chain benchmarks.", "studies": [ "Cheap Lie-bracket probe calibration", "Validation-call economy study", "Skill-library scale experiment", "Anchor-chain benchmark" ], "boundary": "Compute savings are relative to the supplied skill language and validation protocol; the system does not invent that language.", "packageIds": [ "lincs-lasko" ], "entryPoints": [ "scripts/run_anchor_chain_benchmark.py" ], "resultArtifacts": [ "benchmark summaries and workflow traces" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-lasko", "role": "runner", "path": "scripts/analyze_skillopt_run.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/analyze_skillopt_run.py" }, { "packageId": "lincs-lasko", "role": "runner", "path": "scripts/run_anchor_chain_benchmark.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_benchmark.py" }, { "packageId": "lincs-lasko", "role": "runner", "path": "scripts/run_anchor_chain_scale.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_scale.py" } ], "codeRecordCount": 3, "startHere": [ { "packageId": "lincs-lasko", "path": "scripts/run_anchor_chain_benchmark.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_benchmark.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-lasko", "path": "scripts/run_anchor_chain_scale.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_scale.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-lasko", "path": "scripts/analyze_skillopt_run.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/analyze_skillopt_run.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 3 }, { "id": "lincs-girl-family", "title": "GIRL infinitesimal reinforcement learning", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 15 ], "status": "controlled synthetic and policy-transport studies", "summary": "Bellman-obstruction, regret, ranking, harmful-admission, transport, and post-shift tests.", "studies": [ "Bellman-obstruction calibration", "Regret and ranking comparison", "Harmful-admission control", "Policy-transport study", "Post-shift recovery and abstention test" ], "boundary": "Evaluation-only exact utility is not available to the controller; missed thresholds and abstentions remain negative evidence.", "packageIds": [ "lincs-girl" ], "entryPoints": [ "scripts/run_smoke.sh", "scripts/run_full.sh" ], "resultArtifacts": [ "full-suite reports" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-girl", "role": "implementation", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/scripts/run_full.sh" }, { "packageId": "lincs-girl", "role": "implementation", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/scripts/run_smoke.sh" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/__init__.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/__init__.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/adversarial_online.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/adversarial_online.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/control.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/control.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/cotangent_repair.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/cotangent_repair.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/deep_advantage.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/deep_advantage.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/deep_localization.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/deep_localization.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/homomorphism_diagrams.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/homomorphism_diagrams.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/kan_admission.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_admission.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/kan_fa.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_fa.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/kan_interaction_admission.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_interaction_admission.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/kan_validation.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_validation.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/linear_eval.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/linear_eval.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/nonlinear_eval.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/nonlinear_eval.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/offpolicy_transport.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/offpolicy_transport.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/online_actor_critic.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/online_actor_critic.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/policy_bridge.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_bridge.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/policy_quotient.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_quotient.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/policy_transport_gate.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_transport_gate.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/policy_visibility.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_visibility.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/preference_obstruction.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/preference_obstruction.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/safe_recovery.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/safe_recovery.py" }, { "packageId": "lincs-girl", "role": "implementation", "path": "src/girl/sampled_transport.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/sampled_transport.py" } ], "codeRecordCount": 24, "startHere": [ { "packageId": "lincs-girl", "path": "scripts/run_smoke.sh", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/scripts/run_smoke.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-girl", "path": "scripts/run_full.sh", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/scripts/run_full.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-girl", "path": "src/girl/adversarial_online.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/adversarial_online.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-girl", "path": "src/girl/control.py", "role": "implementation", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/control.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "lincs-rlhf-family", "title": "LINCS-RLHF preference experiments", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 16 ], "status": "four registered simulation families", "summary": "Calibration/power, opposite-stratum localization, relational games, and incomplete-support studies.", "studies": [ "E1 calibration and power", "E2 opposite-stratum localization", "E3 relational preference game", "E4 incomplete-support and abstention" ], "boundary": "Oracle population quantities are evaluation-only and do not characterize deployed preference learning.", "packageIds": [ "lincs-rlhf" ], "entryPoints": [ "scripts/run_smoke.sh", "scripts/run_full.sh" ], "resultArtifacts": [ "E1–E4 registered result grids" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-rlhf", "role": "runner", "path": "scripts/build_manifest.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf/scripts/build_manifest.py" }, { "packageId": "lincs-rlhf", "role": "runner", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf/scripts/run_full.sh" }, { "packageId": "lincs-rlhf", "role": "runner", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf/scripts/run_smoke.sh" } ], "codeRecordCount": 3, "startHere": [ { "packageId": "lincs-rlhf", "path": "scripts/run_smoke.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf/scripts/run_smoke.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-rlhf", "path": "scripts/run_full.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf/scripts/run_full.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-rlhf", "path": "scripts/build_manifest.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lincs_rlhf/scripts/build_manifest.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 3 }, { "id": "lincs-radar-family", "title": "RADAR relational manifold recovery", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 17 ], "status": "controlled and MovieLens studies", "summary": "Relational descent, chart construction and repair, solver comparisons, and MovieLens evaluation.", "studies": [ "Relational-descent calibration", "Chart construction and repair", "Solver comparison", "MovieLens evaluation and negative admission result" ], "boundary": "The MovieLens calibration failure remains visible; task accuracy and structural admission are separate outcomes.", "packageIds": [ "lincs-radar" ], "entryPoints": [ "scripts/run_smoke.sh", "scripts/prepare_movielens_data.py" ], "resultArtifacts": [ "registered plans and result reports" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-radar", "role": "runner", "path": "movielens_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/movielens_experiment.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_chart_descent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_chart_descent.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_experiment.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_hodge_baselines.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_hodge_baselines.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_hybrid_scaling.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_hybrid_scaling.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_movielens_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_movielens_experiment.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_projected_chart_descent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_projected_chart_descent.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_relational_descent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_relational_descent.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_relational_dimension_diagnostic.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_relational_dimension_diagnostic.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_relational_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_relational_sweep.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "run_repairable_chart_descent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_repairable_chart_descent.py" }, { "packageId": "lincs-radar", "role": "runner", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/scripts/run_full.sh" }, { "packageId": "lincs-radar", "role": "runner", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/scripts/run_smoke.sh" }, { "packageId": "lincs-radar", "role": "runner", "path": "test_movielens_experiment.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/test_movielens_experiment.py" } ], "codeRecordCount": 14, "startHere": [ { "packageId": "lincs-radar", "path": "scripts/run_smoke.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/scripts/run_smoke.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-radar", "path": "run_chart_descent.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_chart_descent.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-radar", "path": "run_experiment.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_experiment.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-radar", "path": "run_hodge_baselines.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/radar/run_hodge_baselines.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "lincs-sid-family", "title": "SID sheaf-based distributed learning", "bookId": "machine-learning-from-enforcing-compositionality", "chapters": [ 18 ], "status": "frozen-foundry replay studies", "summary": "Thirty-seed typed compatibility, prediction, and promotion replays.", "studies": [ "Thirty-seed compatibility replay", "Typed prediction replay", "Promotion-gate replay", "Reference-label and abstention audit" ], "boundary": "Reference promotion labels are evaluation-only; replay success does not certify external truth or safety.", "packageIds": [ "lincs-sid" ], "entryPoints": [ "scripts/run_smoke.sh", "scripts/run_full.sh" ], "resultArtifacts": [ "reconstructed full-suite reports" ], "documentationStatus": "public-code-linked", "runs": [], "runCount": 0, "codeRecords": [ { "packageId": "lincs-sid", "role": "runner", "path": "experiments/openrouter_foundry/run_rolling_holdout.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/openrouter_foundry/run_rolling_holdout.py" }, { "packageId": "lincs-sid", "role": "runner", "path": "experiments/openrouter_foundry/run_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/openrouter_foundry/run_smoke.py" }, { "packageId": "lincs-sid", "role": "runner", "path": "experiments/openrouter_foundry/run_typed_observation.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/openrouter_foundry/run_typed_observation.py" }, { "packageId": "lincs-sid", "role": "runner", "path": "experiments/prometheus_foundries/run_benchmark.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/prometheus_foundries/run_benchmark.py" }, { "packageId": "lincs-sid", "role": "runner", "path": "experiments/trade_corridor/run_benchmark.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/trade_corridor/run_benchmark.py" }, { "packageId": "lincs-sid", "role": "runner", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/scripts/run_full.sh" }, { "packageId": "lincs-sid", "role": "runner", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/scripts/run_smoke.sh" } ], "codeRecordCount": 7, "startHere": [ { "packageId": "lincs-sid", "path": "scripts/run_smoke.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/scripts/run_smoke.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-sid", "path": "scripts/run_full.sh", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/scripts/run_full.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-sid", "path": "experiments/openrouter_foundry/run_rolling_holdout.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/openrouter_foundry/run_rolling_holdout.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "lincs-sid", "path": "experiments/openrouter_foundry/run_smoke.py", "role": "runner", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/sid/experiments/openrouter_foundry/run_smoke.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" } ], "startHereCount": 4 }, { "id": "ic-dial-core", "title": "DIAL core ablation ladder", "bookId": "infinitesimal-creativity", "chapters": [ 10 ], "status": "developmental and registered calibrations", "summary": "Exact, differentiated, mixed-witness, operator-estimation, static-causal, active, sequential, and nonstationary DIAL tests.", "boundary": "These studies calibrate component semantics and do not establish autonomous creativity.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py or named family script in each packet" ], "resultArtifacts": [ "RESULTS.md", "completion.json", "registration.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-09_dial0_ablation_design", "2026-08-09_dial0a_linear_exact_calibration", "2026-08-09_dial0a_linear_exact_v2_calibration", "2026-08-09_dial0b_differentiation_calibration", "2026-08-09_dial0c_mixed_witness_registered", "2026-08-09_dial0d_dual_operator_estimation_registered", "2026-08-09_dial1_static_causal_registered", "2026-08-09_dial1b_equivalence_design_registered", "2026-08-09_dial1c_active_intervention_registered", "2026-08-09_dial1d_sequential_escalation_registered", "2026-08-09_dial2a_nonstationary_decisions_registered", "2026-08-09_dial2n1_girl_state_admission_registered", "2026-08-09_dial2n_girl_recurrence_registered" ], "runCount": 13, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial0a_linear_exact.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial0b_differentiation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial0c_mixed_witness_ablation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial0d_dual_operator_estimation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial1_static_causal_identification.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial1b_equivalence_intervention_design.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial1c_active_intervention_selection.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial1d_sequential_intervention_escalation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial2a_nonstationary_decisions.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial2n1_girl_state_admission.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial2n_girl_recurrence.py", "publicUrl": null } ], "codeRecordCount": 11, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "dial0a_linear_exact.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial0b_differentiation.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial0c_mixed_witness_ablation.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial0d_dual_operator_estimation.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-dial-allora", "title": "DIAL-ALLORA prototype ladder", "bookId": "infinitesimal-creativity", "chapters": [ 10 ], "status": "developmental and registered algorithm studies", "summary": "Adapter-subspace estimation, generative composition, oracle-language, selective-learning, and active-acquisition tests.", "boundary": "The ladder studies whether missing adapter structure can be proposed inside bounded languages; it is not a general creative adapter system.", "packageIds": [ "synthetic-creativity-archive", "lincs-allora" ], "entryPoints": [ "family scripts and registered packet run.py files" ], "resultArtifacts": [ "RESULTS.md", "registration.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-12_dial_allora_a0b0_registered", "2026-08-12_dial_allora_b1_registered", "2026-08-12_dial_allora_b2_registered", "2026-08-12_dial_allora_b3_registered", "2026-08-12_dial_allora_b4_registered", "2026-08-12_dial_allora_b51_registered", "2026-08-12_dial_allora_b5_registered", "2026-08-12_dial_allora_b61_registered", "2026-08-12_dial_allora_b62_registered", "2026-08-12_dial_allora_b63_registered", "2026-08-12_dial_allora_b64_registered", "2026-08-12_dial_allora_b65_registered", "2026-08-12_dial_allora_b66_registered", "2026-08-12_dial_allora_b67_registered", "2026-08-12_dial_allora_b68_registered", "2026-08-12_dial_allora_b6_registered", "2026-08-13_dial_allora_active_acquisition_registered", "2026-08-13_dial_allora_affine_learner_registered", "2026-08-13_dial_allora_b69_registered", "2026-08-13_dial_allora_boundary_enrollment_registered", "2026-08-13_dial_allora_oracle_expanded_registered", "2026-08-13_dial_allora_oracle_registered", "2026-08-13_dial_allora_selective_learner_registered" ], "runCount": 23, "codeRecords": [ { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/build_manifest.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/build_manifest.py" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_confirmatory_ket.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_full.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_full.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_gpt2_medium_cuda_registered.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_registered.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_gpt2_medium_cuda_seed7.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_seed7.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_licket_mps_ket_arch_cross_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_cross_probe.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_licket_mps_ket_arch_nested_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_nested_probe.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_licket_mps_learned_split_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_learned_split_probe.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_lora_text_mps_big.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_big.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_lora_text_mps_lambda_probe.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_lambda_probe.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_lora_text_mps_multiseed.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_multiseed.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_lora_text_mps_placement_sweep.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_placement_sweep.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_lora_text_mps_rank_sweep.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_rank_sweep.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_smoke.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_smoke.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/run_theory_diagnostics.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_theory_diagnostics.sh" }, { "packageId": "lincs-allora", "role": "base-system", "path": "scripts/setup_gpt2_composition.sh", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/setup_gpt2_composition.sh" }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_a0b0_exact_mediator.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_active_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_affine_learner.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b1_exact_construction.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b2_noisy_subspace.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b3_trained_adapters.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b4_transformer_transfer.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b51_task_witness.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b5_pretrained_semantic.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b61_local_descent.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b62_semantic_descent.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b63_relational_observer.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b64_active_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b65_sequential_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b66_hierarchical_calibration.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b67_transport_calibration.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b68_chart_bundle.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b69_semantic_bundle.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_b6_generative_adapter.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_boundary_enrollment.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_oracle_ceiling.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_oracle_expanded.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_allora_selective_learner.py", "publicUrl": null } ], "codeRecordCount": 39, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "dial_allora_a0b0_exact_mediator.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "lincs-allora", "path": "scripts/run_confirmatory_ket.sh", "role": "base-system", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "synthetic-creativity-archive", "path": "dial_allora_active_acquisition.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_allora_affine_learner.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-clic", "title": "CLIC / DIAL-SKFM", "bookId": "infinitesimal-creativity", "chapters": [ 11 ], "status": "registered causal-learning ladder", "summary": "Exact closure repair, finite operator uncertainty, active counter-witness acquisition, and unsupported-alternative posterior studies.", "boundary": "Only the exact rung meets its registered admission target; later uncertainty studies retain their negative decisions.", "packageIds": [ "synthetic-creativity-archive", "lincs-bridge-skfm" ], "entryPoints": [ "run.py in registered packets" ], "resultArtifacts": [ "RESULTS.md", "completion.json", "STATUS.md" ], "documentationStatus": "local-curated", "runs": [ "2026-08-11_dial_skfm_factored_registered", "2026-08-11_dial_skfm_typed_transducer_registered", "2026-08-13_dial_skfm_1a_exact_closure_repair_v1_registered", "2026-08-14_dial_skfm_1b_finite_operator_uncertainty_v1_registered", "2026-08-14_dial_skfm_1b_finite_operator_uncertainty_v2_registered", "2026-08-14_dial_skfm_1c_active_counterwitness_v1_registered", "2026-08-14_dial_skfm_1d_explicit_alternative_posterior_v1_registered" ], "runCount": 7, "codeRecords": [ { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag_latent.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag_latent.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_exp1_chain.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_exp1_chain.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_exp2_latent_fork.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_exp2_latent_fork.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_latent_dag_motifs.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_latent_dag_motifs.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_latent_demo.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_latent_demo.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_pruned_size_sweep.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_pruned_size_sweep.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_pruned_stress_test.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_pruned_stress_test.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_s9.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_s9.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/info_geometry_sachs.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/info_geometry_sachs.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/j_sheaf_regimes.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/j_sheaf_regimes.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/j_sheaf_regimes_fast.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/j_sheaf_regimes_fast.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/kan_do_info_geometry_pruned.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_info_geometry_pruned.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/kan_do_lincs.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_lincs.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/kan_do_pisa2022.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_pisa2022.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/kan_do_s9.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_s9.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/kan_do_s9_multivar.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_s9_multivar.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/kan_do_synth_linear.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/kan_do_synth_linear.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/lie_space_intervention_smoke.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/lie_space_intervention_smoke.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/sachs_miniexp.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/sachs_miniexp.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/sachs_miniexp_enhanced.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/sachs_miniexp_enhanced.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/sheaf_glue.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/sheaf_glue.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/skfm_algorithm2_compare.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/skfm_algorithm2_compare.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/skfm_bridge_runtime_scaling.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/skfm_bridge_runtime_scaling.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/skfm_stage1_compare.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/skfm_stage1_compare.py" }, { "packageId": "lincs-bridge-skfm", "role": "base-system", "path": "kan_do_dcdi/experiments/synthetic_linear_gaussian.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/synthetic_linear_gaussian.py" }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skfm_1a_exact_closure_repair.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skfm_1b_finite_operator_uncertainty.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skfm_1c_active_counterwitness.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skfm_1d_explicit_alternative_posterior.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skfm_factored.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skfm_typed_transducer.py", "publicUrl": null } ], "codeRecordCount": 32, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "dial_skfm_1a_exact_closure_repair.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "lincs-bridge-skfm", "path": "kan_do_dcdi/experiments/bridge_hybrid_random_dag.py", "role": "base-system", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/bridge_skfm/kan_do_dcdi/experiments/bridge_hybrid_random_dag.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "synthetic-creativity-archive", "path": "dial_skfm_1b_finite_operator_uncertainty.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_skfm_1c_active_counterwitness.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-optic", "title": "OPTIC / DIAL-SkillOpt", "bookId": "infinitesimal-creativity", "chapters": [ 12 ], "status": "registered calibration and negative/repair sequence", "summary": "Held-out calibration, sealed compound-skill failure, and factored-interface repair.", "boundary": "The v2 interface repair is a separately registered schema correction, not a post-hoc relabeling of the failed run.", "packageIds": [ "synthetic-creativity-archive", "lincs-lasko" ], "entryPoints": [ "packet scripts and DIAL-SkillOpt driver" ], "resultArtifacts": [ "GPT_OSS_20B_REPORT.md", "TERMINATION_REPORT.md", "DIAGNOSTIC_REPORT.md" ], "documentationStatus": "local-curated", "runs": [ "2026-08-11_dial_skillopt1_preregistered", "2026-08-11_dial_skillopt1d_factored_registered", "2026-08-11_dial_skillopt1d_factored_v2_registered", "2026-08-11_dial_skillopt_registered" ], "runCount": 4, "codeRecords": [ { "packageId": "lincs-lasko", "role": "base-system", "path": "scripts/run_anchor_chain_benchmark.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_benchmark.py" }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skillopt1_preregistered.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skillopt1d_factored.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skillopt1d_factored_v2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_skillopt_registered.py", "publicUrl": null } ], "codeRecordCount": 5, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "dial_skillopt1_preregistered.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "lincs-lasko", "path": "scripts/run_anchor_chain_benchmark.py", "role": "base-system", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/lasko/scripts/run_anchor_chain_benchmark.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "synthetic-creativity-archive", "path": "dial_skillopt1d_factored.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_skillopt1d_factored_v2.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-relic", "title": "RELIC and DIAL-Schema-GIRL", "bookId": "infinitesimal-creativity", "chapters": [ 13 ], "status": "developmental, registered, recovery, and transport studies", "summary": "Switching-world filters, schema acquisition, TextWorld/ALFWorld planning, active counter-witnesses, composition, and behavioral quotients.", "boundary": "Recovery runs repair documented execution defects and are not independent replications; failed and abstinent rungs remain in the record.", "packageIds": [ "synthetic-creativity-archive", "lincs-girl" ], "entryPoints": [ "family scripts and registered packet run.py files" ], "resultArtifacts": [ "RESULTS.md", "completion.json", "recovery/status artifacts" ], "documentationStatus": "local-curated", "runs": [ "2026-08-11_dial_girl_anytime_mixture_development", "2026-08-11_dial_girl_anytime_mixture_registered", "2026-08-11_dial_girl_composite_markov_development", "2026-08-11_dial_girl_composite_markov_registered", "2026-08-11_dial_girl_composite_null_development", "2026-08-11_dial_girl_composite_null_registered", "2026-08-11_dial_girl_decision_value_registered", "2026-08-11_dial_girl_learned_filter_development", "2026-08-11_dial_girl_learned_filter_registered", "2026-08-11_dial_girl_learned_prototypes_development", "2026-08-11_dial_girl_learned_prototypes_registered", "2026-08-11_dial_girl_long_horizon_markov_registered", "2026-08-11_dial_girl_pilot_priors_development", "2026-08-11_dial_girl_pilot_priors_registered", "2026-08-11_dial_girl_rate040_equivalence_development", "2026-08-11_dial_girl_rate040_equivalence_registered", "2026-08-11_dial_girl_sequential_evidence_registered", "2026-08-11_dial_girl_skillopt_development", "2026-08-11_dial_girl_skillopt_registered", "2026-08-11_dial_girl_switch_transport_development", "2026-08-11_dial_girl_switch_transport_registered", "2026-08-11_dial_girl_trajectory_development", "2026-08-11_dial_girl_trajectory_registered", "2026-08-11_dial_schema_girl_0_registered", "2026-08-11_dial_schema_girl_1a_textworld_registered", "2026-08-11_dial_schema_girl_1a_textworld_v2_registered", "2026-08-11_dial_schema_girl_1b_balanced_textworld_registered", "2026-08-11_dial_schema_girl_1c_planning_registered", "2026-08-11_dial_schema_girl_1d1_balanced_relational_fit_registered", "2026-08-11_dial_schema_girl_1d_relational_counterwitness_registered", "2026-08-11_dial_schema_girl_1e_relational_planning_replay_registered", "2026-08-11_dial_schema_girl_1f1_total_location_state_registered", "2026-08-11_dial_schema_girl_1f_containment_discovery_registered", "2026-08-11_dial_schema_girl_1g1_colocated_take_planning_registered", "2026-08-11_dial_schema_girl_1g_fresh_containment_planning_registered", "2026-08-12_dial_schema_girl_1h_persistent_tool_planning_registered", "2026-08-12_dial_schema_girl_1h_recovery_analysis_registered", "2026-08-12_relic_alfworld_a0_full_validation_registered", "2026-08-12_relic_alfworld_a0_manifest_launcher_registered", "2026-08-12_relic_alfworld_a1_controls_sensitivity_registered", "2026-08-12_relic_alfworld_b0_1_textdqn_h5py_recovery_registered", "2026-08-12_relic_alfworld_b0_2_textdqn_torchvision_recovery_registered", "2026-08-12_relic_alfworld_b0_3_reporting_recovery_registered", "2026-08-12_relic_alfworld_b0_3_textdqn_distilbert_recovery_registered", "2026-08-12_relic_alfworld_b0_textdqn_smoke_registered", "2026-08-12_relic_alfworld_b1_intrinsic_calibration_registered", "2026-08-12_relic_alfworld_b2_learning_onset", "2026-08-13_relic_alfworld_b3_horizon_recovery_launcher_registered", "2026-08-13_relic_alfworld_b3_recovery_launcher_registered", "2026-08-13_relic_alfworld_b3_schema_accommodation_horizon_recovery", "2026-08-13_relic_alfworld_b3_schema_accommodation_registered", "2026-08-13_relic_alfworld_b4_composition_construction_registered", "2026-08-13_relic_alfworld_b4_composition_construction_v1_registered", "2026-08-13_relic_alfworld_b4_composition_construction_v2_registered", "2026-08-13_relic_alfworld_b4_composition_construction_v3_registered", "2026-08-13_relic_alfworld_b4_composition_construction_v4_registered", "2026-08-13_relic_alfworld_b4_composition_construction_v5_registered", "2026-08-13_relic_alfworld_b51_active_counterwitness_v1_registered", "2026-08-13_relic_alfworld_b52_behavioral_quotient_v1_registered", "2026-08-13_relic_alfworld_b52_behavioral_quotient_v2_registered", "2026-08-13_relic_alfworld_b5_stage_construction_v1_registered" ], "runCount": 61, "codeRecords": [ { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/__init__.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/__init__.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/adversarial_online.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/adversarial_online.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/control.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/control.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/cotangent_repair.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/cotangent_repair.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/deep_advantage.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/deep_advantage.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/deep_localization.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/deep_localization.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/homomorphism_diagrams.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/homomorphism_diagrams.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/kan_admission.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_admission.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/kan_fa.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_fa.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/kan_interaction_admission.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_interaction_admission.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/kan_validation.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/kan_validation.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/linear_eval.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/linear_eval.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/nonlinear_eval.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/nonlinear_eval.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/offpolicy_transport.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/offpolicy_transport.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/online_actor_critic.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/online_actor_critic.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/policy_bridge.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_bridge.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/policy_quotient.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_quotient.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/policy_transport_gate.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_transport_gate.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/policy_visibility.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/policy_visibility.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/preference_obstruction.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/preference_obstruction.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/safe_recovery.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/safe_recovery.py" }, { "packageId": "lincs-girl", "role": "base-system", "path": "src/girl/sampled_transport.py", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/sampled_transport.py" }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_anytime_mixture.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_composite_markov.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_composite_null.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_decision_value.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_hmm_core.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_hmm_equivalence.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_learned_filter.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_learned_prototypes.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_long_horizon_markov.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_pilot_priors.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_sequential_evidence.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_skillopt.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_switch_transport.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_girl_trajectory.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_0.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1a_textworld.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1b_balanced_textworld.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1c_planning.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1d1_balanced_relational_fit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1d_relational_counterwitness.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1e_relational_planning_replay.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1f1_total_location_state.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1f_containment_discovery.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1g1_colocated_take_planning.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1g_fresh_containment_planning.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1h_persistent_tool_planning.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_schema_girl_1h_recovery_analysis.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_a0_full_validation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_a0_manifest_launcher.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_a1_controls_sensitivity.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b0_recovery_analysis.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b0_textdqn_smoke.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b1_intrinsic_calibration.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b2_learning_onset.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b2_train_wrapper.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b3_recovery_launcher.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b3_schema_accommodation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b4_composition_construction.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b4_recovery.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b51_active_counterwitness.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b52_behavioral_quotient.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "relic_alfworld_b5_stage_construction.py", "publicUrl": null } ], "codeRecordCount": 64, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "dial_girl_anytime_mixture.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "lincs-girl", "path": "src/girl/adversarial_online.py", "role": "base-system", "publicUrl": "https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/girl/src/girl/adversarial_online.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public" }, { "packageId": "synthetic-creativity-archive", "path": "dial_girl_composite_markov.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_girl_composite_null.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-agentic", "title": "AGENTIC workflow composition", "bookId": "infinitesimal-creativity", "chapters": [ 14 ], "status": "registered proof-of-concept ladder", "summary": "Exact and estimated CLIC/OPTIC/RELIC composition with active and hierarchical acquisition.", "boundary": "The authoritative 0D.2 result is conditional and small-scale; earlier rungs are calibrations and failures, not pooled trials.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in registered packets" ], "resultArtifacts": [ "RESULTS.md", "completion.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-14_agentic_0a_exact_workflow_composition_v1_registered", "2026-08-14_agentic_0b1_active_boundary_acquisition_v1_registered", "2026-08-14_agentic_0b_estimated_clic_composition_v1_registered", "2026-08-14_agentic_0c1_active_optic_acquisition_v1_registered", "2026-08-14_agentic_0c_estimated_optic_composition_v1_registered", "2026-08-14_agentic_0d1_active_relic_acquisition_v1_registered", "2026-08-14_agentic_0d2_hierarchical_active_relic_v1_registered", "2026-08-14_agentic_0d_estimated_relic_composition_v1_registered" ], "runCount": 8, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0a_exact_workflow_composition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0b1_active_boundary_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0b_estimated_clic_composition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0c1_active_optic_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0c_estimated_optic_composition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0d1_active_relic_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0d2_hierarchical_active_relic.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_0d_estimated_relic_composition.py", "publicUrl": null } ], "codeRecordCount": 8, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "agentic_0a_exact_workflow_composition.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "agentic_0b1_active_boundary_acquisition.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "agentic_0b_estimated_clic_composition.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "agentic_0c1_active_optic_acquisition.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-lea", "title": "AGENTIC-Lea theorem-construction ladder", "bookId": "infinitesimal-creativity", "chapters": [ 15 ], "status": "developmental and controlled theorem-prover studies", "summary": "Tool capability, scaffolded abstraction, fixed-vocabulary proof construction, structural repair, and early-stop tests.", "boundary": "Formal validity in a supplied or expanded language does not by itself establish mathematical creativity.", "packageIds": [ "synthetic-creativity-archive", "lea-upstream" ], "entryPoints": [ "packet scripts invoking Lea" ], "resultArtifacts": [ "RESULTS.md", "RESULTS_QWEN.md" ], "documentationStatus": "local-curated", "runs": [ "agentic_lea_0", "agentic_lea_1", "agentic_lea_2", "agentic_lea_2b", "agentic_lea_2c" ], "runCount": 5, "codeRecords": [ { "packageId": "lea-upstream", "role": "external-dependency", "path": "apps/lea-standalone/prover/examples/Ackermann.lean", "publicUrl": "https://github.com/VIDA-NYU/Lea/blob/790853c89522bf5899feeb0052b795326feee720/apps/lea-standalone/prover/examples/Ackermann.lean" }, { "packageId": "lea-upstream", "role": "external-dependency", "path": "apps/lea-standalone/prover/examples/Logic.lean", "publicUrl": "https://github.com/VIDA-NYU/Lea/blob/790853c89522bf5899feeb0052b795326feee720/apps/lea-standalone/prover/examples/Logic.lean" }, { "packageId": "lea-upstream", "role": "external-dependency", "path": "apps/lea-standalone/prover/examples/StackMachine.lean", "publicUrl": "https://github.com/VIDA-NYU/Lea/blob/790853c89522bf5899feeb0052b795326feee720/apps/lea-standalone/prover/examples/StackMachine.lean" }, { "packageId": "lea-upstream", "role": "external-dependency", "path": "apps/lea-standalone/prover/examples/test_proof.lean", "publicUrl": "https://github.com/VIDA-NYU/Lea/blob/790853c89522bf5899feeb0052b795326feee720/apps/lea-standalone/prover/examples/test_proof.lean" }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_0/extract_proposal.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_0/run_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_0/run_lea.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_1/run_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_1/run_followup.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_1/run_followup2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_1/run_lea.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2/run_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2/run_lea.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2b/run_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2b/run_lea.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2c/freeze_stage_a.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2c/run_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2c/run_stage_a.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2c/run_stage_a_followup.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2c/run_stage_a_followup2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "agentic_lea_2c/run_stage_b.py", "publicUrl": null } ], "codeRecordCount": 21, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "agentic_lea_0/run_audit.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "lea-upstream", "path": "apps/lea-standalone/prover/examples/Ackermann.lean", "role": "external-dependency", "publicUrl": "https://github.com/VIDA-NYU/Lea/blob/790853c89522bf5899feeb0052b795326feee720/apps/lea-standalone/prover/examples/Ackermann.lean", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public-external" }, { "packageId": "synthetic-creativity-archive", "path": "agentic_lea_0/run_lea.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "agentic_lea_1/run_audit.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-ipc", "title": "Infinitesimal pattern-construction ladder", "bookId": "infinitesimal-creativity", "chapters": [ 15 ], "status": "registered synthetic-world ladder", "summary": "Symmetry, latent factors, entangled worlds, counter-witnesses, predictive-state sheaves, holonomy, power/coverage, and active intervention studies.", "boundary": "Version-matched reported rungs are separated from superseded pilots; synthetic recovery is not open-ended field construction.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "named IPC scripts and packet drivers" ], "resultArtifacts": [ "GPT_OSS_20B_REPORT.md", "RESULTS.md", "registration.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-06_ipc0_alpha", "2026-08-06_ipc0_beta_registered", "2026-08-06_ipc0_beta_setup", "2026-08-06_ipc0_beta_v2_registered", "2026-08-06_ipc0_gamma_registered", "2026-08-06_ipc10_predictive_state_sheaf_registered", "2026-08-06_ipc11_hidden_overlap_registration_registered", "2026-08-06_ipc1_symmetry_registered", "2026-08-06_ipc2_delta_diagnostic_registered", "2026-08-06_ipc2_mixed_symmetry_registered", "2026-08-06_ipc3_latent_property_registered", "2026-08-06_ipc4_latent_factors_registered", "2026-08-06_ipc5_noisy_latent_factors_registered", "2026-08-06_ipc6_doctrine_obstruction_registered", "2026-08-06_ipc7_entangled_latent_graph_registered", "2026-08-06_ipc8_edge_counter_witness_registered", "2026-08-06_ipc9_anchor_free_subspace_registered", "2026-08-07_ipc12_cech_cycle_consistency_registered", "2026-08-07_ipc13_approximate_holonomy_registered", "2026-08-07_ipc14_trajectory_estimated_holonomy_registered", "2026-08-07_ipc15_unconditional_power_coverage_registered", "2026-08-07_ipc16_active_interventions_registered" ], "runCount": 22, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc0_beta.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc0_beta_v2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc0_gamma.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc0_smoke.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc10_predictive_state_sheaf.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc11_hidden_overlap_registration.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc12_cech_cycle_consistency.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc13_approximate_holonomy.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc14_trajectory_holonomy.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc15_power_coverage_ladder.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc16_active_interventions.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc1_symmetry.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc2_diagnostic.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc2_mixed_symmetry.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc3_latent_property.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc4_latent_factors.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc5_noisy_latent_factors.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc6_doctrine_obstruction.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc7_entangled_latent_graph.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc8_edge_counter_witness.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "ipc9_anchor_free_subspace.py", "publicUrl": null } ], "codeRecordCount": 21, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "ipc0_beta.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "ipc0_beta_v2.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "ipc0_gamma.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "ipc0_smoke.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-ai-feynman", "title": "Categorical AI-Feynman ladder", "bookId": "infinitesimal-creativity", "chapters": [ 15 ], "status": "registered symbolic-law construction ladder", "summary": "Categorical symbolic regression, ambiguity, unnamed generators, sequential probes, open generator search, and proposal-aware acquisition.", "boundary": "Superseded runs remain diagnostic records and are excluded from the reported endpoints for stated protocol defects.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "named AF scripts and packet drivers" ], "resultArtifacts": [ "GPT_OSS_20B_REPORT.md", "RESULTS.md" ], "documentationStatus": "local-curated", "runs": [ "2026-08-07_af0_categorical_feynman_registered", "2026-08-07_af0_categorical_feynman_v2_registered", "2026-08-07_af1_ambiguous_active_feynman_registered", "2026-08-07_af2_unnamed_generator_registered", "2026-08-07_af2_unnamed_generator_v2_registered", "2026-08-07_af3_sequential_generator_probes_registered", "2026-08-07_af3_sequential_generator_probes_registered_v2", "2026-08-07_af4_open_generator_search_registered", "2026-08-07_af4_open_generator_search_registered_v2", "2026-08-07_af5_proposal_aware_active_registered" ], "runCount": 10, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "af0_categorical_feynman.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "af1_ambiguous_active_feynman.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "af2_unnamed_generator.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "af3_sequential_generator_probes.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "af4_open_generator_search.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "af5_proposal_aware_active.py", "publicUrl": null } ], "codeRecordCount": 6, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "af0_categorical_feynman.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "af1_ambiguous_active_feynman.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "af2_unnamed_generator.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "af3_sequential_generator_probes.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-dial-url", "title": "DIAL-URL coalgebraic theory construction", "bookId": "infinitesimal-creativity", "chapters": [ 15 ], "status": "registered five-rung ladder", "summary": "Exact type recovery, finite trajectories, active discrimination, grammar synthesis, and a withheld composition law.", "boundary": "The final rung misses its hardest prespecified endpoint; no reported run constructs the full reusable coalgebraic learning theory.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in each packet" ], "resultArtifacts": [ "RESULTS.md", "PREREGISTRATION.md" ], "documentationStatus": "local-curated", "runs": [ "2026-08-19_dial_url_0_exact_type_recovery_registered", "2026-08-19_dial_url_1_finite_trajectory_registered", "2026-08-19_dial_url_2_active_discrimination", "2026-08-19_dial_url_3_grammar_synthesis", "2026-08-19_dial_url_4_withheld_composition_law" ], "runCount": 5, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dial_url_0_exact_type_recovery_registered/run_dial_url_0.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dial_url_1_finite_trajectory_registered/run_dial_url_1.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dial_url_2_active_discrimination/run_dial_url_2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dial_url_3_grammar_synthesis/run_dial_url_3.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dial_url_4_withheld_composition_law/run_dial_url_4.py", "publicUrl": null } ], "codeRecordCount": 5, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dial_url_0_exact_type_recovery_registered/run_dial_url_0.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dial_url_1_finite_trajectory_registered/run_dial_url_1.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dial_url_2_active_discrimination/run_dial_url_2.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dial_url_3_grammar_synthesis/run_dial_url_3.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-sgte", "title": "Simulator-grounded theory extension", "bookId": "infinitesimal-creativity", "chapters": [ 16 ], "status": "registered four-study ladder", "summary": "Singing-mouse mechanism recovery, observer construction, active probe selection, and latent-mediator extension.", "boundary": "Projection-support recovery does not identify vocal causality; each result remains simulator-relative.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in each packet" ], "resultArtifacts": [ "RESULTS.md", "completion.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-20_sgte1_singing_mice_registered", "2026-08-20_sgte2_singing_mice_observer_registered", "2026-08-20_sgte3_active_probe_registered", "2026-08-20_sgte4_latent_mediator_registered" ], "runCount": 4, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_sgte1_singing_mice_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_sgte2_singing_mice_observer_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_sgte3_active_probe_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_sgte4_latent_mediator_registered/run.py", "publicUrl": null } ], "codeRecordCount": 4, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_sgte1_singing_mice_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_sgte2_singing_mice_observer_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_sgte3_active_probe_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_sgte4_latent_mediator_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-ctte", "title": "Corpus-to-testable-theory construction", "bookId": "infinitesimal-creativity", "chapters": [ 17 ], "status": "registered six-study ladder", "summary": "Generated corpora, alias registration, context covers, active acquisition, sketch extension, and domain transport.", "boundary": "CTTE-2 remains not admitted after missing its localization gate; generated micro-corpora are controlled test objects, not scientific literatures.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in each packet" ], "resultArtifacts": [ "RESULTS.md", "registration.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-20_ctte0_generated_corpus_registered", "2026-08-20_ctte1_alias_registration_registered", "2026-08-20_ctte2_context_cover_registered", "2026-08-20_ctte3_active_acquisition_registered", "2026-08-20_ctte4_sketch_extension_registered", "2026-08-20_ctte5_domain_transport_registered" ], "runCount": 6, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_ctte0_generated_corpus_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_ctte1_alias_registration_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_ctte2_context_cover_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_ctte3_active_acquisition_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_ctte4_sketch_extension_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_ctte5_domain_transport_registered/run.py", "publicUrl": null } ], "codeRecordCount": 6, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_ctte0_generated_corpus_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_ctte1_alias_registration_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_ctte2_context_cover_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_ctte3_active_acquisition_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-glp1", "title": "GLP-1 theory and grant construction", "bookId": "infinitesimal-creativity", "chapters": [ 17 ], "status": "registered pilots and proposal-realization ladder", "summary": "Hidden-context pilots, semantic admission, typed IR, cross-field invariants, auditable realization, length bounds, and controlled paraphrase.", "boundary": "Formal gate passage is not scientific correctness, fundability, or evidence of improved prose; the negative evaluator results remain explicit.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in registered packets" ], "resultArtifacts": [ "RESULTS.md", "MANUAL_SEMANTIC_AUDIT.md", "auditable_proposal_clean.md" ], "documentationStatus": "local-curated", "runs": [ "2026-08-20_glp1_grant0_program_compilation_registered", "2026-08-20_glp1_grant1_semantic_firewall_registered", "2026-08-20_glp1_grant2_typed_ir_roundtrip_registered", "2026-08-20_glp1_grant3_cross_field_invariants_registered", "2026-08-20_glp1_grant4_1_sanitized_realization_registered", "2026-08-20_glp1_grant4_2_structure_first_realization_registered", "2026-08-20_glp1_grant4_3_bounded_realization_registered", "2026-08-20_glp1_grant4_4_controlled_paraphrase_registered", "2026-08-20_glp1_grant4_auditable_realization_registered", "2026-08-20_glp1_pilot0_withdrawal_context_registered", "2026-08-20_glp1_pilot1_hidden_context_registered" ], "runCount": 11, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant0_program_compilation_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant1_semantic_firewall_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant2_typed_ir_roundtrip_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant3_cross_field_invariants_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant4_1_sanitized_realization_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant4_2_structure_first_realization_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant4_3_bounded_realization_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant4_4_controlled_paraphrase_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_grant4_auditable_realization_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_pilot0_withdrawal_context_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-20_glp1_pilot1_hidden_context_registered/run.py", "publicUrl": null } ], "codeRecordCount": 11, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_glp1_grant0_program_compilation_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_glp1_grant1_semantic_firewall_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_glp1_grant2_typed_ir_roundtrip_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-20_glp1_grant3_cross_field_invariants_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-artistic-ti-ni", "title": "ARTISTIC textual-inversion and natural-image ladder", "bookId": "infinitesimal-creativity", "chapters": [ 18 ], "status": "registered declaration-and-repair ladder", "summary": "Concept naming, two-stage repair, component declarations, independent structural observers, and multi-object natural imagery.", "boundary": "The results demonstrate bounded visual repair and selective admission, not transformational creativity.", "packageIds": [ "synthetic-creativity-archive", "diffusers-upstream" ], "entryPoints": [ "scripts and manifests inside the consolidated packet" ], "resultArtifacts": [ "ARTISTIC_TI*_RESULTS.md", "ARTISTIC_NI*_RESULTS.md", "completion JSON files" ], "documentationStatus": "local-curated", "runs": [ "2026-08-14_artistic_ti0_concept_naming_registered" ], "runCount": 1, "codeRecords": [ { "packageId": "diffusers-upstream", "role": "external-dependency", "path": "examples/textual_inversion/textual_inversion.py", "publicUrl": "https://github.com/huggingface/diffusers/blob/efabd60d61c2b7aabf9f182bee6b5b6058980304/examples/textual_inversion/textual_inversion.py" }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/build_artistic_ti2d_adaptive.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/build_artistic_ti3_adaptive.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/build_typed_visual_adaptive.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/calibrate_original_mask_observer.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/diagnose_artistic_ni2b_relations.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/diagnose_artistic_soccer2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/download_frozen_model.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4_declarations.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4b_proximity_declarations.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4c_proximity_declarations.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4c_proximity_declarations_v2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4d_semantic_declarations.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4e_multicue_declarations.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni0.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2a.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2b.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2c.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti2d.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3b.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3c.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3d.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4a.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4b.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4b_failed_run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4c.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4d.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4e.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_dial_stage2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_structural_ground_truth.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_substantive.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_typed_visual.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_typed_visual_adaptive.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_typed_visual_masks.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/extract_artistic_ni2a_coco_metadata.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/fit_ti4c_source_observers.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_dataset.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_dial_stage2_dataset.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_original_virel_masks.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4_new_objects.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4b_fresh_cohort.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4c_fresh_cohort.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4d_fresh_cohort.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4e_fresh_cohort.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_typed_visual_scenes.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/infer_smoke.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/make_adaptive_contact_sheet.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/make_random_control.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/package_artistic_ni0_sealed.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/prepare_artistic_ni0_public.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/prepare_artistic_ni2a_public.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/prepare_artistic_ni2b_public.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/render_artistic_ni2a_typed_overlay.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/render_artistic_ni2b_typed_overlay.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_external_single.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ni0.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ni2a.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ni2b.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_soccer2.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti2d_inference.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3_inference.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3b_retraction.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3c_componentwise.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3d_localized.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4a.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4b.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4c.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4d.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4e.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_dial_stage2_inference.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_substantive_inference.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_typed_visual_adaptive_inference.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_typed_visual_inference.py", "publicUrl": null } ], "codeRecordCount": 74, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni0.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "diffusers-upstream", "path": "examples/textual_inversion/textual_inversion.py", "role": "external-dependency", "publicUrl": "https://github.com/huggingface/diffusers/blob/efabd60d61c2b7aabf9f182bee6b5b6058980304/examples/textual_inversion/textual_inversion.py", "availability": "public-pinned", "readerAction": "Open the pinned public source file.", "packageStatus": "public-external" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2a.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2b.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-artistic-bongard", "title": "ARTISTIC Bongard problems", "bookId": "infinitesimal-creativity", "chapters": [ 18 ], "status": "registered and oracle-assisted concept-construction ladder", "summary": "Rule reuse, composition, declaration extension, blind corpus tests, typed selection, and active oracle queries.", "boundary": "Corpus-4 is an oracle-assisted developmental upper bound, not a blind system comparison.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "packet scripts" ], "resultArtifacts": [ "PROGRESS_REPORT.md", "RESULTS.md" ], "documentationStatus": "local-curated", "runs": [ "2026-08-15_artistic_bongard_bp0_registered", "2026-08-15_artistic_bongard_bp1_compositional_registered", "2026-08-15_artistic_bongard_bp2_declaration_extension_registered", "2026-08-15_artistic_bongard_corpus0_registered", "2026-08-15_artistic_bongard_corpus1_historical", "2026-08-15_artistic_bongard_corpus2_blind", "2026-08-15_artistic_bongard_corpus3_typed", "2026-08-15_artistic_bongard_corpus4_active" ], "runCount": 8, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_bp0_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_bp1_compositional_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_bp2_declaration_extension_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_corpus0_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_corpus1_historical/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_corpus2_blind/run_blind.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_corpus2_blind/score_revealed.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_corpus3_typed/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_bongard_corpus4_active/run.py", "publicUrl": null } ], "codeRecordCount": 9, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-15_artistic_bongard_bp0_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-15_artistic_bongard_bp1_compositional_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-15_artistic_bongard_bp2_declaration_extension_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-15_artistic_bongard_corpus0_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-artistic-sports", "title": "ARTISTIC sports, pose, and scene enforcement", "bookId": "infinitesimal-creativity", "chapters": [ 18 ], "status": "qualitative demonstrations and registered enforcement studies", "summary": "Soccer, cricket, tennis, baseball, scene-graph, layout, slot, pose, sketch-acquisition, and Firefly challenge repairs.", "boundary": "Three early soccer outputs lack frozen registration and remain qualitative demonstrations; image repair is not itself creative theory extension.", "packageIds": [ "synthetic-creativity-archive", "diffusers-upstream" ], "entryPoints": [ "packet scripts, prompts, and image-editor contracts" ], "resultArtifacts": [ "RESULTS.md", "prompts.json", "typed audit overlays", "completion files" ], "documentationStatus": "mixed-provenance", "runs": [ "2026-08-15_artistic_cricket0_v1", "2026-08-15_artistic_soccer2_diagnostic_v1", "2026-08-15_artistic_soccer2_v1", "2026-08-15_artistic_soccer_external_v1", "2026-08-16_artistic_action_pose_enforce_0", "2026-08-16_artistic_active_admission_cricket2", "2026-08-16_artistic_layout_enforce_0", "2026-08-16_artistic_nanobanana_sports0", "2026-08-16_artistic_pose_enforce_0", "2026-08-16_artistic_repair_compiler_a0", "2026-08-16_artistic_scenegraph_cricket1", "2026-08-16_artistic_sketch_acquire_0", "2026-08-16_artistic_slot_compose_0", "2026-08-16_artistic_tangent_cricket0", "2026-08-16_artistic_tennis_0", "2026-08-16_dial_artistic_1_mixed_witness_ablation", "2026-08-16_dial_artistic_2_uncertain_observers", "2026-08-16_dial_artistic_2b_supported_observers", "2026-08-16_dial_artistic_2c_prototype_observers", "2026-08-17_artistic_firefly_cricket_challenge_0" ], "runCount": 20, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-15_artistic_cricket0_v1/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_active_admission_cricket2/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_layout_enforce_0/aggregate_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_nanobanana_sports0/make_comparisons.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_repair_compiler_a0/evaluate.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_scenegraph_cricket1/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/aggregate_generation_audit.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/compile_image_prompt.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/make_blinded_contact_sheets.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/prepare_generation_prompts.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/retrieve.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/run_acquisition.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_sketch_acquire_0/validate_sketch.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_tangent_cricket0/make_trajectory_montage.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_tangent_cricket0/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_artistic_tennis_0/evaluate.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_dial_artistic_1_mixed_witness_ablation/extract_foreground.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_dial_artistic_1_mixed_witness_ablation/run_ablation.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_dial_artistic_2_uncertain_observers/run_observers.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_dial_artistic_2b_supported_observers/run_test.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-16_dial_artistic_2c_prototype_observers/run_test.py", "publicUrl": null } ], "codeRecordCount": 21, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-15_artistic_cricket0_v1/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-16_artistic_active_admission_cricket2/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-16_artistic_repair_compiler_a0/evaluate.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-16_artistic_scenegraph_cricket1/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-dial-can", "title": "DIAL-CAN structural-obstruction calibration", "bookId": "infinitesimal-creativity", "chapters": [ 19 ], "status": "registered calibration and negative learner studies", "summary": "Bracket calibration, stochastic GAN dynamics, smooth observer ablation, decision regions, and finite-sample estimation.", "boundary": "The finite-sample controller does not meet the full learned-controller target; style-classifier deviation is not theory extension.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in each packet" ], "resultArtifacts": [ "RESULTS.md", "registration.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-18_dial_can_0_bracket_calibration_registered", "2026-08-18_dial_can_1_stochastic_gan_registered", "2026-08-18_dial_can_1b_smooth_observer_registered", "2026-08-18_dial_can_2_decision_regions_registered", "2026-08-18_dial_can_3_finite_estimator_registered" ], "runCount": 5, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_can_0_bracket_calibration.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_can_1_stochastic_gan.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_can_1b_smooth_observer.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_can_2_decision_regions.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "implementation", "path": "dial_can_3_finite_estimator.py", "publicUrl": null } ], "codeRecordCount": 5, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "dial_can_0_bracket_calibration.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_can_1_stochastic_gan.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_can_1b_smooth_observer.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "dial_can_2_decision_regions.py", "role": "implementation", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-dilate-paintbrush", "title": "DILATE paintbrush geometry", "bookId": "infinitesimal-creativity", "chapters": [ 19 ], "status": "registered six-rung geometry ladder", "summary": "Residual calibration, intent-conditioned paintbrushes, algebroid paths, fiber metrics, connections, and held-out transport.", "boundary": "The admitted PB2.2 package is a controlled reusable operator in the declared testbed, not an autonomous invention comparable to a historical artistic movement.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in each packet" ], "resultArtifacts": [ "RESULTS.md", "DIAL target cards" ], "documentationStatus": "local-curated", "runs": [ "2026-08-18_dial_can_paintbrush_01_registered", "2026-08-18_dial_can_paintbrush_0_registered", "2026-08-18_dial_can_paintbrush_1_registered", "2026-08-18_dial_can_paintbrush_21_algebroid_path", "2026-08-18_dial_can_paintbrush_22_metric_connection", "2026-08-18_dial_can_paintbrush_2_intent" ], "runCount": 6, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-18_dial_can_paintbrush_01_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-18_dial_can_paintbrush_0_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-18_dial_can_paintbrush_1_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-18_dial_can_paintbrush_21_algebroid_path/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-18_dial_can_paintbrush_22_metric_connection/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-18_dial_can_paintbrush_2_intent/run.py", "publicUrl": null } ], "codeRecordCount": 6, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-18_dial_can_paintbrush_01_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-18_dial_can_paintbrush_0_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-18_dial_can_paintbrush_1_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-18_dial_can_paintbrush_21_algebroid_path/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 }, { "id": "ic-dilate-video", "title": "DILATE video, codec, and cross-video transport", "bookId": "infinitesimal-creativity", "chapters": [ 19 ], "status": "registered calibration and transport studies", "summary": "Egret factorization, semantic and structural codecs, corpus routing, conflict repair, and independent test-movie transport.", "boundary": "Compositional technique discovery is not guaranteed to optimize compression; the two transport errors remain post-admission diagnostics.", "packageIds": [ "synthetic-creativity-archive" ], "entryPoints": [ "run.py in each packet" ], "resultArtifacts": [ "RESULTS.md", "PREREGISTRATION.md", "metrics.json" ], "documentationStatus": "local-curated", "runs": [ "2026-08-19_dilate_codec_0_registered", "2026-08-19_dilate_codec_1_structural_registered", "2026-08-19_dilate_codec_2_sprite_registered", "2026-08-19_dilate_codec_3_semantic_track_registered", "2026-08-19_dilate_egret_0_registered", "2026-08-19_dilate_egret_1_factored_registered", "2026-08-19_dilate_egret_2_cross_video_registered", "2026-08-19_dilate_movies_0_theory_routing_registered", "2026-08-19_dilate_movies_1_conflict_repair_registered", "2026-08-19_dilate_movies_2_independent_transport_registered" ], "runCount": 10, "codeRecords": [ { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_codec_0_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_codec_1_structural_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_codec_2_sprite_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_codec_3_semantic_track_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_egret_0_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_egret_1_factored_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_egret_2_cross_video_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_movies_0_theory_routing_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_movies_1_conflict_repair_registered/run.py", "publicUrl": null }, { "packageId": "synthetic-creativity-archive", "role": "runner", "path": "2026-08-19_dilate_movies_2_independent_transport_registered/run.py", "publicUrl": null } ], "codeRecordCount": 10, "startHere": [ { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dilate_codec_0_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dilate_codec_1_structural_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dilate_codec_2_sprite_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" }, { "packageId": "synthetic-creativity-archive", "path": "2026-08-19_dilate_codec_3_semantic_track_registered/run.py", "role": "runner", "publicUrl": null, "availability": "staged-not-public", "readerAction": "Locate this file in the curated companion packet; no public download is currently offered.", "packageStatus": "local-curated" } ], "startHereCount": 4 } ] }