Durable experiment record · Local core code · frozen run records

Categorical AI-Feynman ladder

Categorical symbolic regression, ambiguity, unnamed generators, sequential probes, open generator search, and proposal-aware acquisition.

6 code surfaces10 frozen runs1 code packagesic-ai-feynman

Experimental contract

What this family tests

registered symbolic-law construction 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

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-publicsynthetic-creativity-archive:af0_categorical_feynman.pyLocate this file in the curated companion packet; no public download is currently offered.
  • runner · staged-not-publicsynthetic-creativity-archive:af1_ambiguous_active_feynman.pyLocate this file in the curated companion packet; no public download is currently offered.
  • runner · staged-not-publicsynthetic-creativity-archive:af2_unnamed_generator.pyLocate this file in the curated companion packet; no public download is currently offered.
  • runner · staged-not-publicsynthetic-creativity-archive:af3_sequential_generator_probes.pyLocate this file in the curated companion packet; no public download is currently offered.

Author-declared entry points

  • named AF scripts and packet drivers

Resolved code

runner · 6
  • synthetic-creativity-archive:af0_categorical_feynman.py
  • synthetic-creativity-archive:af1_ambiguous_active_feynman.py
  • synthetic-creativity-archive:af2_unnamed_generator.py
  • synthetic-creativity-archive:af3_sequential_generator_probes.py
  • synthetic-creativity-archive:af4_open_generator_search.py
  • synthetic-creativity-archive:af5_proposal_aware_active.py

Evidence record

Artifacts and frozen runs

Result artifacts

  • GPT_OSS_20B_REPORT.md
  • RESULTS.md

Run records

10 registered 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

Evidence boundary

Superseded runs remain diagnostic records and are excluded from the reported endpoints for stated protocol defects.

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.