Explore evidence-led notes on where AI should run, what agents need after the demonstration, and how technical mechanisms change workflow economics. Claims are bounded to their workload and evidence.
Stress-test enterprise AI capital across five scoped causal worlds without assigning probabilities or a hidden base case. The scenario wind tunnel separates commodity intelligence, differentiated systems, sovereign stacks, agentic operations, and permission ceilings, then connects signposts, precedence, falsifiers, and no-regret moves to named decisions.
Decide whether an AI pilot should advance, remain limited, or stop by using a failure-control-evidence ledger. The gate connects evaluations, permissions, observability, injection and leakage tests, human checkpoints, recovery, agency, and cost controls to named owners, dated evidence, and hard failure conditions.