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Deep Research

Multi-agent investigation · adversarial verification · counter-evidence included
Method: ① Investigate — dozens to hundreds of parallel AI agents read primary sources → ② Adversarial check — every load-bearing claim is challenged by 3 independent verifiers (word-for-word source checks, counter-evidence search) → ③ Write — claims that fail are cut or downgraded; counter-evidence stays in.
The AI-Native Transformation of Software Organizations
Why everyone feels faster while organizations get less stable — from transaction costs, Conway/Brooks and cybernetics to innovation theory, with a dedicated chapter on high-reliability legacy organizations.
Org economicsSoftware engCyberneticsInnovationHRO / legacy
2026-07 · 86 sources · 166 adversarial votes