facap.git, branch main

Add supplementary archive builder and pinned dependencies

2026-07-29T08:02:02+00:00

build_supplement.py assembles the anonymized code+data archive with a
SHA256 manifest and a machine readable seed manifest; research notes,
drafts, raw datasets, and git history are excluded.

Co-Authored-By: Claude Fable 5

Track legacy operator-study row data; extend generated tables

2026-07-28T16:15:44+00:00

Pulls the training-set-size series, snapshot-location sweep, stress
grid, scalar-gain comparison, oracle diagnostic, and derivative-probe
rows from the experiment machine, and adds three generated fragments
(train size, snapshot location, stress grid) used by the appendix.

Co-Authored-By: Claude Fable 5

Add cluster bootstrap metrics, supplementary finite-time figure, teacher nested SEs

2026-07-28T15:31:36+00:00

finite_time_supplement.py computes 95% cluster bootstrap intervals for
the predictor metrics (resampling forward initializations within each
cell) and renders the six-panel supplementary figure. The table
generator gains the teacher-task nested-SE fragment, computed from the
raw paired rows pulled from the experiment machine.

Co-Authored-By: Claude Fable 5

Add appendix table generator and generated LaTeX fragments

2026-07-28T13:17:38+00:00

generate_paper_tables.py reads the row-level CSVs and emits the four
appendix tables (initialization calibration rows, finite-time cells,
CNN calibration rows, learning-rate regimes) with the paper's nested
uncertainty convention. The fragments are included by the manuscript
via \input; no table value is transcribed manually.

Co-Authored-By: Claude Fable 5

Track learning-rate and parameter-matched row-level outputs

2026-07-28T12:54:56+00:00

Pulled from the original experiment machine. These are the authoritative
source rows behind the Appendix H tables (regime_summary matches the
paper values; the depth-3 compensated gap rounds to 0.16262).

Co-Authored-By: Claude Fable 5

Redesign main figure panels and track figure-source CSVs

2026-07-27T23:53:50+00:00

Panel 1a: rename to Backward rules; DFA drawn as direct side-to-side
arrows from the error to each hidden layer. Panel 1b: replace the dual
y-axis with stacked guarantee/cost sub-axes. Figure 2: reader-facing
panel titles; legend renames (linear extrapolation, relinearization).

Track the regenerated figure-source CSVs (verified bit-exact against
the frozen paper numbers) so figures can be rebuilt without rerunning
experiments.

Co-Authored-By: Claude Fable 5

Add AAAI depth experiments and diagnostic figures

2026-07-27T22:47:13+00:00

Add master technical reference; retire unverified e0 headline

2026-06-13T09:33:08+00:00

Note 42 is a self-contained write-from document: full statements and
proofs for Thm 1-4 / Prop 1-3 / Cor 1-2, every result with exact
numbers and configs cross-checked against the CSVs, the negative
results, and the honesty boundaries.

Audit finding while building it: the "E_B[e0]=0.4378 +/- 0.008 vs
0.4403" headline (cited in notes 29/35/36/40/41 and the old draft) is
not reproducible from the current moments CSV. Retired in favor of the
reproducible 6x6 table (max |error| <= 0.008, predicted span 0.15-0.45).
Living docs updated; note 37 sec 4 records the retirement.

Co-Authored-By: Claude Fable 5

Add prose style contract for the writing pass

2026-06-13T09:15:46+00:00

Adapt the flossing project's anti-slop checklist to facap: keep the
general layers (lexical bans, em-dash budget, density floor, Buschek
integrity mapping) and replace the project-specific honesty rails with
facap's (retired 0.977, no-fit definition, estimator scope, hard-k as
null model only, inline assumptions, MNIST MAE-first, teacher gap as
scoping evidence). Note 41 section 7 and the schedule now point at it.

Co-Authored-By: Claude Fable 5

Organize repo and add AAAI-27 writing plan

2026-06-10T02:35:51+00:00

Root README orients the repo; notes/README reindexed by status
(writing pipeline / authoritative note per result / six historical
phases with superseded markers); scripts/README gains a status table.
Note 40 = reproduction manifest (claim -> command -> outputs -> note;
everything unlisted is not citable). Note 41 = the binding paper plan:
AAAI-27 constraints (7pp + refs, appendix not guaranteed read),
narrative, section/page budget, frozen theorem and figure numbering,
related-work list with per-cite rationale, writing rules, weekly
schedule to the 07-20/07-27 deadlines, and risk register.

Co-Authored-By: Claude Fable 5