{"schemaVersion":"nuwa-record-evidence-1","batchId":"research-2026-10-28","baseSnapshotId":"2026-10-27.3","publication":"published","dossier":{"id":"risk-open-problems","en":{"takeaway":"Risk management is a staged decision process rather than a benchmark threshold alone.","question":"Which gaps remain between evaluation evidence and a deployment decision?","design":"This reading covers only the abstract, contents and introduction on pages 1–3 of the 81-page report. Those sections organise open problems into risk planning, identification, analysis, evaluation and mitigation, separating consensus, framework and implementation barriers.","findings":["The introductory map treats risk management as a staged decision process with scientific and institutional gaps. It does not provide a single benchmark threshold sufficient for deployment."],"interpretation":"The introductory map is useful for governance research discovery. Until later chapters are read, their headings should not be presented as fully checked arguments or consensus conclusions.","limits":"Only introductory material was selected. The remainder of the report and its individual arguments have not been audited in this integration.","connections":[],"decisionRelevance":"NUWA recommendation: Read the evaluation and mitigation chapters next, linking each decision claim to its own evidence and assumptions."},"zh":{"takeaway":"按风险规划、识别、分析、评价、缓解组织开放问题，并区分共识、框架与实施层面的障碍。","question":"从评测证据到部署判断还有哪些制度与科学缺口？","design":"本轮只选读 81 页报告的摘要、目录及导论（第 1–3 页）。这些材料按风险规划、识别、分析、评价和缓解组织开放问题，并区分共识、框架与实施障碍。","findings":["导论地图把风险管理视为分阶段的决策过程，并指出科学与制度缺口；它没有给出足以决定部署的单一基准阈值。"],"interpretation":"适合用作治理研究的选题入口；在未细读后续章节前，不能把目录中的主题写成已经核查的完整论证或共识结论。","limits":"本轮只选读摘要、目录和导论；不声称审阅全部 81 页或所有论证。","connections":[],"decisionRelevance":"NUWA 建议：用作治理研究选题地图，下一轮重点读评价与缓解章节。"},"assertionPolicy":{"findings":"source-finding","interpretation":"nuwa-interpretation","decisionRelevance":"recommendation"},"observations":[],"relatedWorkIds":[],"supplementSourceId":"risk-open-problems","batchId":"research-2026-10-28","sourceRefs":[{"sourceId":"dr-20261028-risk-open-problems","url":"https://arxiv.org/pdf/2604.25982","title":"Open Problems in Frontier AI Risk Management","locator":"PDF pp.1–3; table of contents; text lines 00024,00044,00140,00154,00155,00177,00226,00227","version":"Original resource captured 2026-10-28T07:25:52.921186+00:00; sha256:c8b80c04dab32c3b289afcf04a80e85f59d8743363d0b9421c99b785abaf123e","artifactSha256":"c8b80c04dab32c3b289afcf04a80e85f59d8743363d0b9421c99b785abaf123e","textSha256":"614ed20e286e131edfd2016ac725b55d9dffe4620e2af1248f2be436c3458528","capturedAt":"2026-10-28T07:25:52.921186+00:00","resourceEdition":"Videos (arXiv:2411.17123). arXiv. https://doi.org/10.48550/arXiv.2411.17123"}],"publication":{"state":"published","publishedOn":"2026-10-29","authorizationReference":"user-authorized-global-index-publication-2026-10-29","reviewedCandidateId":"local-6efe31bc4a0c0f37"},"review":{"state":"published-note","sourceScope":"introduction-only","availableScope":null,"readingCoverage":"abstract-toc-introduction-pp1-3-only","completePaperAudit":false,"independentEvidenceReview":"pending-human-review","bilingualEditorialReview":"pending-human-review","authorship":"model-assisted-research-note","preparedFingerprint":"06d7a00353db0f926ecf091d7e94b51c40c4e5d15df4c8b22e78e5f8622209a1"}},"update":null}