reversibility

The Board-Level AI Readiness Scorecard: 12 Questions CEOs Should Ask Before Approving Enterprise Scale

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TL;DR Boards should not approve “AI at scale” as a broad technology initiative. They should approve a bounded portfolio of AI use cases with measurable value, named owners, governed data, production-ready architecture, constrained authority, tested controls, workforce readiness, and a credible exit path. This scorecard gives CEOs and boards 12 questions to ask before enterprise … Read more

NOFA-X v2: All-Terrain Foresight Module Add-On Prompt

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TLDR Introduction Most prompts plan for getting to yes, not for what happens after yes. NOFA-X v2 adds that missing layer. Attach it after any task prompt to map next-order effects, flag irreversible moves with kill criteria, and produce a concrete plan with owners, thresholds, and fallback playbooks. Use the full module for depth or … Read more