git mv src/projected_grpo -> src/vgrout and find-replace the module name in
all imports (.py), `-m projected_grpo.*` invocations (justfile), and the
[project] name (pyproject; setuptools auto-discovers via where=["src"]).
Left RESEARCH_JOURNAL.md untouched: its commands/paths are dated lab notes
tied to past commits, so rewriting them would falsify provenance. Repo dir,
git remote, and absolute paths unchanged.
Verified: `import vgrout` and `python -m vgrout.train --help` load the full
graph; verify_rewards.py + verify_gate_anchor.py (both import vgrout) pass.
Full `just smoke` is blocked upstream by missing gitignored data artifacts
(out/pools/{substrate,teacher_pool}, out/vhack/*smoke*), unrelated to the rename.
Behavior-preserving (smoke + smoke-route2 exit 0, metrics identical, route2
‖δS_hack‖=0.0079>0). All touched modules import-checked (no cycles).
Mirrors the clean repo's responsibility split:
- ref_logprobs_via_zero_delta + ablate_quarantine -> antipasto.py (the adapter
owns the δS=0 free-ref-model trick and the δS_hack ablation).
- load_v_hack + postprocess_v_hack -> extract_vhack_grad.py (alongside extract_v_hack).
- load_problems + DATA + the per-mode hints -> new problems.py.
Importers updated to the new homes (probe_distill, derisk_loopholes,
verify_vhack_heldout, probe_lora_runtime, build_substrate, regrade_pool,
scripts/validate_spoonfeed). Moving DATA out of train.py also broke the
regrade_pool->train edge, so train.py can now import the v_hack helpers at
top level without a cycle.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
ELICIT sits between discover and spoonfeed: asks the model to exploit the named
grading mechanism without handing it literal code (the elicitability bar).
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
gpt-5.5 review (docs/spec/20260530_code_review.md), both valid:
- --modes silently dropped typos/whitespace ('--modes=a, b' -> only a;
'--modes=typo' -> empty sweep after a 30s model load, looking like success).
Now strips + validates against MODES, raises on unknown before loading.
- validator was 1 stochastic sample/mode -> a <1.0-prob reachable hint could be
falsely marked unreachable. Now PROBE_REPS samples, reports hits/reps, bar is
>=1 exploit in N.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
Spoonfeed mint was 0/96 for eq_override/stdout_marker/sentinel/file_marker: the
prose recipes were half-understood (model emits 'return 0') and the probe-channel
detector needs exec-clean code. Fix: hand the model the proven verify_rewards hack
template verbatim ('emit exactly this'), templated with the problem's graded method
name ({func}) -- load-bearing for eq_override. Validated 5/5 on OpenRouter qwen3-8b.
Also: --modes filter (re-mint only failed modes, keep cached run_tests/exit_code),
skip the wasteful faithful cell when minting, dump first completion even at 0 hacks
(the diagnostic that was missing), tqdm progbar.
scripts/validate_spoonfeed.py: direct OpenRouter probe (pi is 47s/call + TUI noise).
Calibration finding: even the PROVEN run_tests hack fails single-shot hint-discovery
on 8b (returns 'return 0'), so single-shot is NOT a learnability oracle -- it only
validates the mint path. RL learnability must be measured by the emergence run.
Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
wassname