All data

Open-weight Frontier Ledger Data Receipts

Public Draft v0.2 REAL DATA

8 parallel Opus research-agent sweeps yielded ~372 raw papers, deduplicated and hand-arbitrated to 371 unique. Bills 5, 8, 11 ★ NO CLEAN TRIGGER YET (0 clean triggers each). Rebuttal density 19.9%.

Receipts

ArtifactLinkPurpose
Bill definitionsbills_draft.md14 bills + 6 meta-costs + 3 escape gates + ★ 5, 8, 11 empty-space verification with real fire counts
Threat modelpurpose.mdThreat model, scope, empty-space hypothesis, cousin-ledger coupling
Corpus union JSON_batch_1_union.json371 unique papers (deduplicated from ~372 raw across 8 sweeps), with full metadata
Classifierbill_classifier.pyRegex rule engine + hand-arbitration. Run with --arbitrate-union
Aggregatoraggregate_batch_1.pyDeduplicates raw sweep JSONs into the corpus union
READMEREADME.mdReproducibility README with run order

Real fire counts

BillCands.CleanRebuttalsGated
1 — Fine-tuning safety-erosion audit4526190
2 — Distillation cousin half-life354031
3 — Bio / chem dual-use uplift390039
4 — Cyber / hacking dual-use uplift100010
5 ★ Distillation-resistant capability240618
6 — Weight-release-vs-API-access asymmetry8800
7 — Sleeper-agent / backdoor persistence4129111
8 ★ Cross-deployment-surface generalization110011
9 — Vendor / lab-card independence285018
10 — Re-pretraining cousin audit300030
11 ★ Open-weight gating regulation achieves stated purpose360432
12 — Distillation-recipe lifecycle8206
13 — Inference-cost-as-deterrent transparency3300
14 — Test-time-search-as-amplifier on open-weights4400

Public draft v0.2 (2026-05-09). Sweep JSONs live in the source repo at ProjectForty2 public evidence bundle: open_weight/deep_loops/. Target v0.3 lock 2026-Q3.