{"rewrite":{"id":"r_f0da878646727e5abe0d8f4f","clusterId":"c_e3b9c0f8406361ed059ddcd9","slug":"ghostdrift-math-research-institute-releases-evaluation-os-for-verifiable-ai-era-trust","model":"deepseek-v4-flash","headline":"GhostDrift Math Research Institute Releases Evaluation OS for Verifiable AI-Era Trust","summary":"GhostDrift Mathematical Research Institute released Evaluation OS on GitHub, a system that mechanically verifies whether an evaluation conclusion survives changes to the measurement criteria. In a case study, 60 evaluation conditions applied to On the Links, a representative organization of the Hiroshima AI Assurance Council, all produced the same conclusion, with the minimum value 70.0 clearing the preset strict threshold of 68.0. The institute disclosed the rules, evidence, limitations, and code for third-party reproduction.","whyItMatters":"The release reframes AI-era evaluation from a single score to a check of whether conclusions hold when the measurement ruler changes, turning corporate claims into publicly verifiable trust.","webCardHtml":"\u003cp\u003eGhostDrift Math Research Institute is a strategic partner of On the Links, so the case study is not an independent third-party audit. The institute published the evaluation rules, evidence, limitations, and Python implementation code so third parties can reproduce the calculation, and it fixed 32 investigation conditions before the evaluation, covering employee reviews, product reviews, and complaint candidates.\u003c/p\u003e\u003cp\u003eThe release is the second technical output of the Hiroshima AI Assurance Council\u0026#39;s HAAP protocol, following a pharmaceutical cold chain proof of concept. The institute also formalized in Lean 4 a selection principle that prioritizes whether a claim can be verified over company size or brand recognition, and a provenance principle that treats unresolved origins as unconfirmed regardless of later adoption.\u003c/p\u003e","blueskyPost":"GhostDrift Math Research Institute released Evaluation OS on GitHub. It tests whether a conclusion survives changing the measurement criteria: 60 conditions on On the Links all held, minimum 70.0 above the 68.0 threshold. Rules, evidence, and code are public for reproduction.","twitterPost":"GhostDrift Math Research Institute released Evaluation OS on GitHub. It checks whether a conclusion holds when measurement criteria change. Case study: 60 conditions on On the Links all held, minimum 70.0 above the 68.0 threshold. Code and evidence are public.","threadsPost":null,"newsletterBlurb":"GhostDrift Mathematical Research Institute has released Evaluation OS, a system that mechanically verifies whether an evaluation conclusion survives changes to the measurement criteria. A case study on On the Links ran 60 evaluation conditions, all producing the same conclusion, with the minimum value 70.0 clearing the preset strict threshold of 68.0. The institute published the rules, evidence, and code for third-party reproduction.","attributionJson":"[{\"source\":\"ASCII.jp\",\"url\":\"https://ascii.jp/elem/000/004/431/4431474/?rss\",\"title\":\"AI-Era Evaluation: From 'Trust This Score' to 'Does the Conclusion Survive Changing the Ruler' - GD Math Research Institute Releases Evaluation OS on GitHub\"}]","lintFlagsJson":null,"lintHits":0,"costUsd":0,"inputTokens":6037,"outputTokens":3776,"status":"published","repairAttempts":0,"nextRepairAt":null,"factsAttemptedAt":1788331409,"createdAt":"2026-09-02T06:32:32.000Z","publishedAt":"2026-09-02T06:37:22.000Z","updatedAt":"2026-09-02T06:37:22.000Z"},"cluster":{"id":"c_e3b9c0f8406361ed059ddcd9","canonicalTitle":"AI時代の評価、「この点数を信じてください」から「物差しを変えても結論は変わらないか」へ--GD数理研、「評価OS」をGitHubで公開","representativeArticleId":"a_06f5280d724ef6dbf02ac45d","sourceCount":1,"writtenSourceCount":1,"writeAttempts":0,"isSolo":true,"entitiesJson":"{\"anime_titles\":[],\"manga_titles\":[],\"work_titles\":[\"Evaluation OS\"],\"studios\":[],\"people\":[],\"type\":\"announcement\",\"domain\":\"other\",\"is_roundup\":false}","contentType":"news","status":"published","firstSeenAt":"2026-09-01T23:50:00.000Z","lastSeenAt":"2026-09-01T23:50:00.000Z","updatedAt":"2026-09-02T06:37:24.000Z"},"attribution":[{"source":"ASCII.jp","url":"https://ascii.jp/elem/000/004/431/4431474/?rss","title":"AI時代の評価、「この点数を信じてください」から「物差しを変えても結論は変わらないか」へ--GD数理研、「評価OS」をGitHubで公開"}],"entities":{"anime_titles":[],"manga_titles":[],"work_titles":["Evaluation OS"],"studios":[],"people":[],"type":"announcement","domain":"other","is_roundup":false},"keyFacts":null}