ARTISTIC textual-inversion and natural-image ladder

Experimental contract

What this family tests

registered declaration-and-repair ladder

The current catalog registers this at family and run level rather than assigning separate study titles.

Book-to-code crosswalk

The highlighted Experiment cards covered here

Experiment: ARTISTIC-TI–0–3.18.7 Textual inversion as staged calibration · reported result or audit · protocol to calibration family
Experiment: ARTISTIC-T2I–0.18.8 A visual-language benchmark · proposed · proposed benchmark to reference family

Implementation map

From entry point to source surface

Start here

These concrete files are selected from the complete registered source surface to orient the reader.

runner · staged-not-public — synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni0.pyLocate this file in the curated companion packet; no public download is currently offered.
external-dependency · public-pinned — diffusers-upstream:examples/textual_inversion/textual_inversion.py ↗Open the pinned public source file.
runner · staged-not-public — synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2a.pyLocate this file in the curated companion packet; no public download is currently offered.
runner · staged-not-public — synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2b.pyLocate this file in the curated companion packet; no public download is currently offered.

Author-declared entry points

scripts and manifests inside the consolidated packet

Resolved code

external-dependency · 1

diffusers-upstream:examples/textual_inversion/textual_inversion.py ↗

runner · 73

synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/build_artistic_ti2d_adaptive.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/build_artistic_ti3_adaptive.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/build_typed_visual_adaptive.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/calibrate_original_mask_observer.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/diagnose_artistic_ni2b_relations.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/diagnose_artistic_soccer2.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/download_frozen_model.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4_declarations.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4b_proximity_declarations.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4c_proximity_declarations.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4c_proximity_declarations_v2.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4d_semantic_declarations.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/estimate_ti4e_multicue_declarations.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni0.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2a.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2b.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ni2c.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti2d.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3b.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3c.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti3d.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4a.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4b.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4b_failed_run.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4c.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4d.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_artistic_ti4e.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_dial_stage2.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_structural_ground_truth.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_substantive.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_typed_visual.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_typed_visual_adaptive.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/evaluate_typed_visual_masks.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/extract_artistic_ni2a_coco_metadata.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/fit_ti4c_source_observers.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_dataset.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_dial_stage2_dataset.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_original_virel_masks.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4_new_objects.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4b_fresh_cohort.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4c_fresh_cohort.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4d_fresh_cohort.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_ti4e_fresh_cohort.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/generate_typed_visual_scenes.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/infer_smoke.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/make_adaptive_contact_sheet.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/make_random_control.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/package_artistic_ni0_sealed.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/prepare_artistic_ni0_public.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/prepare_artistic_ni2a_public.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/prepare_artistic_ni2b_public.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/render_artistic_ni2a_typed_overlay.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/render_artistic_ni2b_typed_overlay.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_external_single.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ni0.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ni2a.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ni2b.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_soccer2.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti2d_inference.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3_inference.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3b_retraction.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3c_componentwise.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti3d_localized.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4a.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4b.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4c.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4d.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_artistic_ti4e.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_dial_stage2_inference.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_substantive_inference.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_typed_visual_adaptive_inference.py
synthetic-creativity-archive:2026-08-14_artistic_ti0_concept_naming_registered/scripts/run_typed_visual_inference.py

Evidence record

Artifacts and frozen runs

Result artifacts

ARTISTIC_TI*_RESULTS.md
ARTISTIC_NI*_RESULTS.md
completion JSON files

Run records

1 registered runs

2026-08-14_artistic_ti0_concept_naming_registered

Evidence boundary

The results demonstrate bounded visual repair and selective admission, not transformational creativity.

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.