FinOps for AI agents centered on "cost per outcome": why traditional FinOps fails against runtime behavior, guardrails, behavioral observability, and a 4-phase lifecycle - Orq.ai
Deep Research - AI4* Revolution - 6 pillars of software production - Copilots→Agents transition - Vibe vs Check paradox - FinOps for AI crisis - Governance as critical path - GenAI Landing Zone
Legal.io relay of the MIT NANDA study "The GenAI Divide: State of AI in Business 2025": 95% of enterprise AI pilots deliver no measurable ROI despite $30-40B invested. Concept of the "GenAI Divide", "shadow AI economy", four structural failure factors, back-office and build-vs-buy recommendation. Empirical justification for the HR-organizational shift.
#MIT NANDA#GenAI Divide#95% pilot failure
Legal.io (relais et synthèse) — étude MIT NANDA "The GenAI Divide: State of AI in Business 2025"