- Add TL;DR for skimmers; first paragraph + Table 1 now stand alone.
- Open the method with the user's three-line framing of the intervention.
- Rename v_hack -> G_hack in doc body (with one-line note about code/file name).
- Add PASS_RATE column to matched-seed Table 1; note seed-43 pass-rate cost.
- Define HACK_STUDENT on first use.
- Block-quote H1 verbatim from spec.md with falsification clause.
- Two appendices with full chat-templated rollouts (hack teacher example,
pre-training student example), special tokens preserved.
External-panel comprehension (spec.md as source) mean 4.0/5 "ready"; flagged
items addressed: missing PASS_RATE column, missing skimmer-friendly opener,
and the H1-vs-current-pair-count framing.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Restructures the report around setup/hypothesis -> pair example -> extract -> apply
-> table -> staleness -> refresh -> limitations, following user's preferred shape.
External-panel critique pass (n=5 models, mean 4.6/5 ready) flagged one persuasive
turn and slightly-promotional title; both softened.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Adds RESEARCH_JOURNAL.md entry (j) and docs/lab/20260529_projection_vs_vanilla_partial_n3.md
covering whole-run HACK_STUDENT across vanilla / projected-frozen / projected-refresh-2
arms at fast preset. Matched-seed view (s=41, s=43): projection drops HACK_STUDENT
12-23pp vs vanilla; refresh-every=2 adds ~5pp on top. Three cells (vanilla s=42,
projected s=44 both flavours) queued as pueue #137-#139.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
wassname