# DIAL-ALLORA prototype ladder

- **Registry ID:** `ic-dial-allora`
- **Book:** Infinitesimal Creativity
- **Documentation status:** `local-curated`
- **Experimental status:** developmental and registered algorithm studies
- **Canonical documentation URL:** https://categorical-ai.sridharmahadevan.com/experiments/ic-dial-allora

## Purpose

Adapter-subspace estimation, generative composition, oracle-language, selective-learning, and active-acquisition tests.

## Book location

- Chapter 10: DIAL as an Algorithmic Family

## Documented studies

- No study-level titles are registered; consult the family-level record.

## Associated code packages

- `synthetic-creativity-archive` — Infinitesimal Creativity registered experiment archive; **local-curated**; license decision pending. Registered, developmental, negative, and transport experiment directories underlying Chapters 10–19. Public packets require separate provenance, dependency, rights, and privacy review.
- `lincs-allora` — [LINCS ALLORA and LINCS-KET package](https://github.com/sridharmahadevan/LINCS/tree/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora); **public**; Apache-2.0. Adapter-composition and KET repair implementations with smoke and extended experiment entry points.

## Start here

These concrete files are selected from the complete resolved source surface. They orient the reader; they are not a claim that every family is independently reproducible.

- **implementation · staged-not-public** — `synthetic-creativity-archive:dial_allora_a0b0_exact_mediator.py`. Locate this file in the curated companion packet; no public download is currently offered.
- **base-system · public-pinned** — [`lincs-allora:scripts/run_confirmatory_ket.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh). Open the pinned public source file.
- **implementation · staged-not-public** — `synthetic-creativity-archive:dial_allora_active_acquisition.py`. Locate this file in the curated companion packet; no public download is currently offered.
- **implementation · staged-not-public** — `synthetic-creativity-archive:dial_allora_affine_learner.py`. Locate this file in the curated companion packet; no public download is currently offered.

## Entry points

- `family scripts and registered packet run.py files`

## Result artifacts

- `RESULTS.md`
- `registration.json`

## Resolved code surfaces (39)

- **base-system** — [`lincs-allora:scripts/build_manifest.py`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/build_manifest.py)
- **base-system** — [`lincs-allora:scripts/run_confirmatory_ket.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_confirmatory_ket.sh)
- **base-system** — [`lincs-allora:scripts/run_full.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_full.sh)
- **base-system** — [`lincs-allora:scripts/run_gpt2_medium_cuda_registered.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_registered.sh)
- **base-system** — [`lincs-allora:scripts/run_gpt2_medium_cuda_seed7.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_gpt2_medium_cuda_seed7.sh)
- **base-system** — [`lincs-allora:scripts/run_licket_mps_ket_arch_cross_probe.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_cross_probe.sh)
- **base-system** — [`lincs-allora:scripts/run_licket_mps_ket_arch_nested_probe.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_ket_arch_nested_probe.sh)
- **base-system** — [`lincs-allora:scripts/run_licket_mps_learned_split_probe.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_licket_mps_learned_split_probe.sh)
- **base-system** — [`lincs-allora:scripts/run_lora_text_mps_big.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_big.sh)
- **base-system** — [`lincs-allora:scripts/run_lora_text_mps_lambda_probe.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_lambda_probe.sh)
- **base-system** — [`lincs-allora:scripts/run_lora_text_mps_multiseed.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_multiseed.sh)
- **base-system** — [`lincs-allora:scripts/run_lora_text_mps_placement_sweep.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_placement_sweep.sh)
- **base-system** — [`lincs-allora:scripts/run_lora_text_mps_rank_sweep.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_lora_text_mps_rank_sweep.sh)
- **base-system** — [`lincs-allora:scripts/run_smoke.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_smoke.sh)
- **base-system** — [`lincs-allora:scripts/run_theory_diagnostics.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/run_theory_diagnostics.sh)
- **base-system** — [`lincs-allora:scripts/setup_gpt2_composition.sh`](https://github.com/sridharmahadevan/LINCS/blob/c78bfe50ded8d40db90c614e40dd2e0e146a9875/packages/allora/scripts/setup_gpt2_composition.sh)
- **implementation** — `synthetic-creativity-archive:dial_allora_a0b0_exact_mediator.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_active_acquisition.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_affine_learner.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b1_exact_construction.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b2_noisy_subspace.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b3_trained_adapters.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b4_transformer_transfer.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b51_task_witness.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b5_pretrained_semantic.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b61_local_descent.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b62_semantic_descent.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b63_relational_observer.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b64_active_acquisition.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b65_sequential_acquisition.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b66_hierarchical_calibration.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b67_transport_calibration.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b68_chart_bundle.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b69_semantic_bundle.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_b6_generative_adapter.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_boundary_enrollment.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_oracle_ceiling.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_oracle_expanded.py`
- **implementation** — `synthetic-creativity-archive:dial_allora_selective_learner.py`

## Frozen run records (23)

- `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`

## Evidence boundary

The ladder studies whether missing adapter structure can be proposed inside bounded languages; it is not a general creative adapter system.

A code or artifact link establishes traceability. It does not by itself establish independent reproduction, statistical adequacy, correctness, or support for a claim beyond this boundary.