{ "format": "agent-article-v0", "article_id": "EA-109", "canonical_url": "/tools/ea-109-ai", "page_type": "reference", "claim_ids": [], "evidence_ids": [ "EVD-EA-109-URL-1B5EFAE786AB", "EA-109-R11-RESEARCH", "EA-109-R11-WEB-READBACK" ], "unknown_ids": [ "EA-109-UNKNOWN-01", "EA-109-UNKNOWN-CURRENTNESS" ], "operational_object_ids": [], "provider": [], "models": [], "plans": [], "surfaces": [], "regions": [], "current_status": "UNKNOWN", "observation_status": "SPEC_ONLY", "freshness": "UNKNOWN", "last_verified": null, "supersedes": [], "superseded_by": [], "provenance": [ "COMM-039-EA0109", "SRC-EA-109-URL-1B5EFAE786AB", "WEBBODY-EA0109-R8-509F9D52" ], "article_sources": [ { "id": "EVD-EA-109-URL-1B5EFAE786AB", "evidence_class": "RESEARCH", "title": "1) source class: official workforce framework; exact title: NICE Framework Resource Center; author/org: NIST; canonical URL:", "href": "https://www.nist.gov/itl/applied-cybersecurity/nice/nice-framework-resource-center", "supports": [], "limit": "元の監査済み資料に記載された参照先です。URLの復元は、資料の最新性や全主張の支持を新たに検証したことを意味しません。", "origin_class": "SOURCE_PACKET_REFERENCE", "source_or_experiment_ids": [ "SRC-EA-109-URL-1B5EFAE786AB" ], "supporting_locators": [ "EVIDENCE TABLE", "1) source class: official workforce framework; exact title: NICE Framework Resource Center; author/org: NIST; canonical URL: https://www.nist.gov/itl/applied-cybersecurity/nice/nice-framework-resource-center" ], "scope": "EVIDENCE TABLE", "provenance_status": "SOURCE_PACKET_REFERENCE_PROJECTED" }, { "id": "EA-109-R11-RESEARCH", "evidence_class": "RESEARCH", "title": "EA-109 監査済みresearch / canonical revision binding", "supports": [ "NIST NICEは、仕事の共通言語、knowledge/skills、job descriptions、candidate skills、workforce capability planning、role-based trainingを用途として明示する。これをAI技能体系へ接続する場合、一般社員=安全利用/データ判定、power user=workflow/eval、管理者=identity/policy/audit、developer=system/security/eval、auditor=control/evidence/incidentという分離は本書のPROPOSAL/INFERENCEであり、NICEのAI固有職種定義ではない。" ], "limit": "canonical監査・revision bindingの存在を示す。外部ソースcurrentnessが本文またはcontrol-planeで確定していない場合は、currentnessをUNKNOWNのまま保持する。", "origin_class": "AUDITED_CANONICAL_RESEARCH_PACKET", "source_or_experiment_ids": [ "COMM-039-EA0109" ], "supporting_locators": [ "COMM-039-EA0109", "EA-109-R5-LEGACY-MIGRATION-20261008-R1", "content/staging/EA-109.md" ], "scope": "監査済みEA本文・canonical revision・既存Source Graph relationの範囲。欠損currentnessは推測で閉じない。", "provenance_status": "AUDIT_PASS_CANONICAL_BINDING" }, { "id": "EA-109-R11-WEB-READBACK", "evidence_class": "IMPL", "title": "EA-109 Web body identity / canonical readback", "supports": [ "canonical staging bodyのSHA-256一致とR9 canonical ledger readbackをProduction projectionの入力として検証する。" ], "limit": "body identity/readbackは本文claim自体の真偽や外部ソースの最新性を追加保証しない。", "checked_at": null, "origin_class": "IMPLEMENTATION_READBACK", "source_or_experiment_ids": [ "WEBBODY-EA0109-R8-509F9D52" ], "supporting_locators": [ "WEBBODY-EA0109-R8-509F9D52", "content/staging/EA-109.md", "EA-109-R5-LEGACY-MIGRATION-20261008-R1" ], "scope": "R9/R10 canonical readback後のProduction生成時body identity。", "provenance_status": "CANONICAL_READBACK_BODY_HASH_MATCH" } ], "research_sections": [ { "heading": "WHY_THIS_MATTERS_TO_UPDATE", "text": "一般社員、power user、管理者、developer、auditorを一つの「AIスキル」で扱うと、必要な知識・権限・責任・訓練評価を取り違える。" }, { "heading": "SCOPE_ROUTING", "text": "Enterprise AI Core / education / workforce / governance" }, { "heading": "CLAIM_OR_RESEARCH_QUESTION", "text": "NIST NICE Frameworkは役割別技能・責任をどこまで表現でき、AI利用者全体の技能体系へどう接続できるか。" }, { "heading": "EVIDENCE TABLE", "text": "1) source class: official workforce framework; exact title: NICE Framework Resource Center; author/org: NIST; canonical URL: https://www.nist.gov/itl/applied-cybersecurity/nice/nice-framework-resource-center; publication/update/access: current resource center accessed 2026-09-13; version/release: current NICE Framework components, version page linked by NIST; supporting locator: lines 147-157（common language、knowledge/skills、job descriptions、candidate skills、workforce capabilities、role-based training）; evidence label: VERIFIED_SPEC + PRODUCT_VOLATILE; relation: support。\n2) source class: official workforce framework resource; exact title: Work Roles and Levels of Responsibility / NICE Framework Resource Center; author/org: NIST; canonical URL: https://www.nist.gov/itl/applied-cybersecurity/nice/nice-framework-resource-center; publication/update/access: accessed 2026-09-13; version/release: current resource links; supporting locator: lines 130-137, 164-179（work roles/levels, current versions, workplace skills and resources）; evidence label: VERIFIED_SPEC + PRODUCT_VOLATILE; relation: support / limit。" }, { "heading": "FINDINGS", "text": "NIST NICEは、仕事の共通言語、knowledge/skills、job descriptions、candidate skills、workforce capability planning、role-based trainingを用途として明示する。これをAI技能体系へ接続する場合、一般社員=安全利用/データ判定、power user=workflow/eval、管理者=identity/policy/audit、developer=system/security/eval、auditor=control/evidence/incidentという分離は本書のPROPOSAL/INFERENCEであり、NICEのAI固有職種定義ではない。" }, { "heading": "LIMITS / COUNTEREVIDENCE / FAILURE ENVELOPE", "text": "NICEはcybersecurity workforce frameworkであり、全社AI技能や生成AIリテラシーの完成表ではない。AIのmodel-specific skill、prompt skill、agent oversightを直接保証しない。" }, { "heading": "AVAILABILITY_GATES", "text": "role、responsibility、least privilege、training objective、assessment method、recertification、escalation、tool access。" }, { "heading": "IMPLEMENTATION_STATE", "text": "実装状態: role-based curriculum/permission matrixの設計候補。実社員のskill assessment・training outcome未実施。" }, { "heading": "BENCHMARK_OR_EVAL", "text": "Benchmark: なし。Evaluation: role別scenario test（機密入力、誤出力、tool approval、incident escalation、audit evidence）と採点rubricを設計。知識テスト合格を安全な実行権限と同一視しない。" }, { "heading": "SECURITY / PRIVACY / AUDIT / COST / OPERABILITY", "text": "SECURITY/PRIVACY: roleごとに扱えるデータ/操作を分離。AUDIT: training version、受験、権限変更、exceptionを記録。COST: training/assessment工数は未知。OPERABILITY: role/skill versionを人事・IAMへ同期する。" }, { "heading": "SAFE_WORDING_FOR_FUTURE_BOOK", "text": "「NIST NICEは役割・知識・技能・role-based trainingを整理する枠組みである。本書の一般社員/power user/管理者/developer/auditorのAI技能分解は、NICEを参照した運用提案であり、NICEの公式AI職種分類ではない。」" }, { "heading": "UPDATE_WORK_HANDOFF", "text": "本文改訂時は技能を役割・責任・権限・評価・更新周期の5列で記載し、training完了だけで高リスク操作を許可しない。" }, { "heading": "OPEN_UNKNOWN", "text": "NIST AI-specific NICE updates、AI agent oversight職種の標準化、技能評価の予測妥当性、各国の職業/教育制度との対応。" }, { "heading": "STOP_CONDITION", "text": "役割名だけで権限や能力を推定せず、具体的なassessment/evidenceがない能力を認定しない。\nUNIT_CLOSE_STATUS: INDIVIDUAL_BOUNDED_CLOSE / EVIDENCE_RECORDED / UNKNOWN_PRESERVED" }, { "heading": "RUN CLOSE / HANDOFF", "text": "INDIVIDUAL_PACKET_COUNT: 9/9（EA-101..EA-109）" }, { "heading": "PRIMARY_SOURCE_RECORD", "text": "20 source rows across 9 packets; official URL/title/date/version-or-release/locator/relation recorded." }, { "heading": "CLAIM_SEPARATION", "text": "9 EA_ID each has separate question, evidence relation, finding, limit, gate, implementation state, safe wording, handoff, unknown, stop condition.\nUNVERIFIED_BOUNDARY: 特定tenant・契約・地域・組織設定・認証済み操作・実運用性能・法的適合性は未確認。PROPOSAL/INFERENCE/UNKNOWNをVERIFIED_SPECへ昇格しない。\nLIVE_SIDE_EFFECTS: 0。認証済みtenant操作、外部書込み、契約変更、課金、秘密情報投入なし。" }, { "heading": "AUDITED_CURRENTNESS_BOUNDARY", "text": "NIST NICE remains cybersecurity-workforce focused; proposed general AI roles are not official NICE AI-role classifications." } ], "human_url": "/tools/ea-109-ai", "markdown_url": "/agent/article.md?path=%2Ftools%2Fea-109-ai", "json_url": "/agent/article.json?path=%2Ftools%2Fea-109-ai" }