- spec.md never existed at root or docs/; removed the link from AGENTS.md +
README.md (the live plan is in docs/spec/ dated files).
- RESEARCH_JOURNAL.md link pointed at docs/; it lives at repo root. Fixed.
- Trimmed the no-cheat-leak paragraph citing scripts/verify_gate_anchor.py
(that file doesn't exist); kept the general 'gate every load-bearing
invariant in the same commit' rule.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
The 'weak detector for hack A, generalize to B' framing was wrong for this repo.
That is the weak-LABEL setup (labelA -> labelNotA), which is NOT ours. Ours is
vec -> routing: vec extracted from hand-built synthetic pairs, route the live
GRPO gradient by cosine alignment to vec; no detector ever runs over student
rollouts at train time. Generalization = does vec (from pairs covering some
modes) suppress held-out modes -- vector generalization, not detector-label.
- AGENTS.md: rewrote the no-cheat bullet to the 3-way distinction (oracle grader
= cheat; weak-label setup = not ours; vec->routing = ours). For coding agents.
- README: removed the 'We cannot cheat' section (belongs in agent instructions,
not the new-reader overview).
- spec: dropped the stray 'validation uses known-A detector' line; pointed the
no-cheat reference at AGENTS.md.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
save_eval_ckpts (default on): write the deploy adapter (δS only, ~2.3MB) at each
deploy-eval step, step-tagged, so a run can be re-scored later (more prompts /
different eval) without retraining. The A5 run saved only final+first_hack, which
is why the leak needed a full retrain rather than a rescore.
AGENTS.md: every load-bearing invariant gets a verify_*.py gate. The no-cheat leak
shipped because the green gates never covered the property -- 'tests passed' is
meaningless if the property was never tested.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Deletes 7 source files that were superseded but never removed:
run.py, grad_proj.py, extract_vhack.py (older twin-NLL extractor),
grpo_smoke.py, grpo_proj_smoke.py (smoke harnesses replaced by
train.py "smoke" subcommand), phase2_analyze.py (pilot is past),
probe_uat.py (UAT pipeline is past).
Drops matching justfile recipes (vhack-check, phase2-analyze,
probe-uat) and the BASE constant that pointed at run.py. Updates
AGENTS/README references to the stale fast-dev-run recipe (now
just smoke / smoke-vanilla).
Verified by running just smoke-vanilla --steps=2 end-to-end.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
wassname