# J Paul Reed SRE と安全科学の接点で活躍する実践者・研究者。Lund 大学博士論文「Maps, Context, and Tribal Knowledge: On the Structure and Use of Post-Incident Analysis Artefacts in Software Development and Operations」（2021）の著者。 **代表的引用（p.4–5, [[@2022__SREcon22APAC__A Post Incident Review Review]]）**: > "As an industry, we are not getting better at this; that is, we do not possess some inherent quality or skill that makes us 'automagically' improve as we experience our own organizational incidents; and there is no evidence to suggest that we pay any attention to other software organization's incidents and outages in a complete enough way so as to be of use in reducing or eliminating our own organizational incidents and accidents, as we observe in, say, aviation accidents." **PIR 調査データ（p.43）**: PIR に含まれる要素の出現率を調査（修復アイテム90.5%・タイムライン85.3%・技術分析66.8%・顧客影響60.8%・組織対応58.9%・ビジネス影響56.7%）。 **著作・登壇**: - Maps, Context, and Tribal Knowledge（Lund 大学博士論文） - "Blameless postmortems don't work. Here's what does." - SREcon26 Americas「The Ironies of AI²」（2026-03-25）: 自動化のアイロニーをAI時代に拡張し、Joint Cognitive Systemの枠組みでインシデント対応中のAI利用を分析。(Source: [[@2026__SREcon26Americas__The Ironies of AI²]])