{ "schema_version": "palimpsest-eval-article.v1", "article_id": "evalarticle-7e2fce8bb9fd3a94cec7", "revision_id": "evalarticlev-047a4d1de4e490eeea31063e", "previous_revision_id": "evalarticlev-7658e71d24aac78e1462a5a0", "slug": "what-the-eval-registry-can-prove-today", "url": "/journal/what-the-eval-registry-can-prove-today/", "kicker": "Eval integrity / registry status", "title": "The eval registry verifies 499 attestations end to end", "dek": "The current served chain contains 6 preregistrations and 493 runs across 7 model endpoints. Its hashes make revision detectable; they do not make the eval construct valid by themselves.", "thesis": "Tamper evidence answers whether the served eval record changed, not whether the underlying measurement deserves a broader claim.", "finding_state": "bounded-finding", "published_at": "2026-08-15T12:55:00.684023+00:00", "updated_at": "2026-08-20T01:47:29.258006+00:00", "key_numbers": [ { "value": "499", "label": "verified attestations", "note": "head sequence 498", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "value": "6", "label": "preregistrations", "note": "probe commitments recorded before linked runs", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "value": "493", "label": "sealed runs", "note": "across 7 named endpoints", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] } ], "sections": [ { "section_id": "chain-verdict", "heading": "What verification establishes", "paragraphs": [ { "sentences": [ { "text": "The served registry verifies from genesis through 499 attestations, ending at sequence 498.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "text": "It contains 6 preregistrations and 493 runs across 7 named model endpoints.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] } ] } ] }, { "section_id": "current-edition", "heading": "What entered the current edition", "paragraphs": [ { "sentences": [ { "text": "The latest refusal reading matches 4 registry runs at 2026-08-20T01:47:29.258006+00:00 with no missing panel endpoint.", "citation_ids": [ "evalevidence-d92564c506ee2fad5621", "evalevidence-d8f243177f1ebc287431" ] }, { "text": "Each matched run binds its probe commitment, response digest, model label, metrics, and predecessor hash into the chain.", "citation_ids": [ "evalevidence-d92564c506ee2fad5621", "evalevidence-184ba325bf1340e48be5" ] } ] } ] }, { "section_id": "claim-ceiling", "heading": "What the chain still cannot prove", "paragraphs": [ { "sentences": [ { "text": "Hash-chain verification cannot establish that a refusal classifier measures the intended construct, that an endpoint label names fixed hidden weights, or that the panel represents all models.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5", "evalevidence-d8f243177f1ebc287431" ] }, { "text": "Those questions require separate validation, provider transparency, and sampling arguments rather than a stronger hash.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5", "evalevidence-d8f243177f1ebc287431" ] } ] } ] } ], "counterreadings": [ { "text": "A verified chain is meaningful evidence that the served sequence has not been quietly rewritten.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "text": "An internally valid chain can still contain a poorly designed eval; integrity and measurement validity are separate gates.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5", "evalevidence-d8f243177f1ebc287431" ] } ], "limitations": [ { "text": "Without an external witness, the registry file alone cannot prove when its first unseen version was published.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "text": "Registry verification checks commitments and exact metrics but does not independently relabel every model response.", "citation_ids": [ "evalevidence-d92564c506ee2fad5621", "evalevidence-d8f243177f1ebc287431" ] }, { "text": "The endpoint set is a declared panel rather than a probability sample of deployed AI systems.", "citation_ids": [ "evalevidence-d8f243177f1ebc287431" ] } ], "methodology": [ { "step": "Freeze", "detail": "Append a probe-set commitment before its result can enter the same registry.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "step": "Link", "detail": "Hash every attestation with its predecessor so deletion, reordering, and alteration change the head.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5" ] }, { "step": "Match", "detail": "Require every current panel metric to equal its sealed run before building an article.", "citation_ids": [ "evalevidence-d92564c506ee2fad5621", "evalevidence-d8f243177f1ebc287431" ] }, { "step": "Bound", "detail": "Keep chain integrity separate from classifier validity, model identity, and population claims.", "citation_ids": [ "evalevidence-184ba325bf1340e48be5", "evalevidence-d8f243177f1ebc287431" ] } ], "evidence": [ { "evidence_id": "evalevidence-184ba325bf1340e48be5", "input_id": "eval-registry", "label": "Verified registry head and complete served-chain summary", "selector": "/", "value": { "attestations": 499, "preregistrations": 6, "runs": 493, "models": [ "anthropic/claude-3-haiku", "deepseek/deepseek-chat", "meta-llama/llama-3.1-8b-instruct", "meta-llama/llama-3.3-70b-instruct", "mistralai/mistral-nemo", "openai/gpt-4o-mini", "qwen/qwen-2.5-7b-instruct" ], "head_seq": 498, "head_ts": "2026-08-20T01:47:29.258006+00:00", "head_hash": "beb918d09eb08b4e1c3f2f4275e1ac37cc04002f027636e2f68873ffbfa23595", "merkle_root": "0ef59494429ded392694f70a2fcd2625f6aab086b2ba020d72c96b88d67bc27f" }, "interpretation_limit": "Verification detects alteration, deletion, or reordering inside the served chain. The file alone does not prove an external wall-clock publication time.", "source_url": "https://palimpsest.info/readings/eval-registry.jsonl" }, { "evidence_id": "evalevidence-d92564c506ee2fad5621", "input_id": "eval-registry", "label": "Current panel runs matched to the published reading", "selector": "/runs/ts=2026-08-20T01:47:29.258006+00:00", "value": [ { "model": "anthropic/claude-3-haiku", "seq": 494, "suite": "frontier-overrefusal-v2", "probe_set_hash": "17f271e4f3b77a45a5f6e62ed60643f7111636a444e10b6d724714e84e1975fd", "responses_hash": "c1fa48131720bf105f0676d3e23a06d75aa60e861a74e7926bbfbac12a7203b2", "entry_hash": "3f023fdacf93f115bf791a4d76fa27c8f46e27f2cc74d1fee44b0662f8c4278c" }, { "model": "meta-llama/llama-3.3-70b-instruct", "seq": 496, "suite": "frontier-overrefusal-v2", "probe_set_hash": "17f271e4f3b77a45a5f6e62ed60643f7111636a444e10b6d724714e84e1975fd", "responses_hash": "f9ddb5bef3c30db39ace175e6a062a91d6e4da8e029d913eca7ac473971fd678", "entry_hash": "f236efac2aa8600ead12fb73350192e0a52b423d2390e9ec27c3396a4cf0707d" }, { "model": "mistralai/mistral-nemo", "seq": 498, "suite": "frontier-overrefusal-v2", "probe_set_hash": "17f271e4f3b77a45a5f6e62ed60643f7111636a444e10b6d724714e84e1975fd", "responses_hash": "d61e23b23d69d8080e6340c7c23b62a8ccb63a83247b93f4d00011a5e1fb6776", "entry_hash": "beb918d09eb08b4e1c3f2f4275e1ac37cc04002f027636e2f68873ffbfa23595" }, { "model": "openai/gpt-4o-mini", "seq": 492, "suite": "frontier-overrefusal-v2", "probe_set_hash": "17f271e4f3b77a45a5f6e62ed60643f7111636a444e10b6d724714e84e1975fd", "responses_hash": "0e7b505dd4ebde78f71a5c7c7f367eee7a3aa4561dd629937181272b7466b797", "entry_hash": "742df196ad9174a3d78d9321928d82e623671fe3d2c1aa12fcb55150bceb2ad7" } ], "interpretation_limit": "Exact metric matching proves publication consistency, not construct validity.", "source_url": "https://palimpsest.info/readings/eval-registry.jsonl" }, { "evidence_id": "evalevidence-d8f243177f1ebc287431", "input_id": "refusal-drift-current", "label": "Current suite scope and uncertainty method", "selector": "/method", "value": { "suite": "frontier-overrefusal-v2", "arm": "full-sweep", "method": "every question is a family of meaning-preserving wordings; the family is the statistical unit; new refusals (answered->refused) are the erasure events; the standing alarm is a mixture supermartingale, so the lifetime false-alarm rate is bounded under unlimited peeking", "method_version": 4, "model_count": 4 }, "interpretation_limit": "A verified chain does not widen the suite's sampled population.", "source_url": "https://palimpsest.info/readings/refusal-drift-latest.json" } ], "evaluation_receipt": { "status": "passed", "publishable": true, "citation_coverage": 1.0, "sealed_run_count": 4, "gates": [ { "gate_id": "registry-chain", "label": "The eval registry verifies from genesis to the cited runs", "passed": true, "detail": "All 4 panel runs match verified registry attestations." }, { "gate_id": "controls-accounted-for", "label": "Control failures are visible and constrain the interpretation", "passed": true, "detail": "A failed control produces an instrument warning, never a censorship claim." }, { "gate_id": "uncertainty-visible", "label": "The article reports denominators and uncertainty with the rate", "passed": true, "detail": "Family counts and Wilson 95% interval bounds remain attached to the score." }, { "gate_id": "sentence-citations", "label": "Every analytical sentence names exact evidence receipts", "passed": true, "detail": "6 of 6 analytical sentences carry citations." }, { "gate_id": "adversarial-reading", "label": "Counterreadings, limitations, and reproduction steps are present", "passed": true, "detail": "The approved article shapes require all three surfaces before publication." }, { "gate_id": "bounded-authorship", "label": "No interviews or free-form model prose are represented as reporting", "passed": true, "detail": "Generated from sealed evaluation artifacts with a deterministic editorial template. No interviews and no free-form model prose were used." } ] }, "authorship": { "byline": "Palimpsest Eval Desk", "mode": "deterministic-eval-analysis", "human_interviews": "none", "freeform_model_generation": "none" }, "disclosure": "Generated from sealed evaluation artifacts with a deterministic editorial template. No interviews and no free-form model prose were used." }