MCAI Lex Vision Magazine: The Duty to Foresee — AI Deployment Readiness as Prospective Governance, and the Arrival of Agentic Duty of Care
Agent Governance Equilibrium series: The Agentic Hand Formula, and Migration of Foresight From Competitive Edge to Standard of Care
Visual companion to The Duty to Foresee — AI Deployment Readiness as Prospective Governance, and the Arrival of Agentic Duty of Care, Agent Governance Equilibrium series: The Agentic Hand Formula, and Migration of Foresight From Competitive Edge to Standard of Care
The analysis below concerns the structural direction of duty-of-care doctrine as autonomous systems scale. Nothing here is legal advice, renders a verdict on any pending matter, or asserts that any named organization has breached a duty. The argument is doctrinal and predictive: where reasonable-care reasoning is heading, and why, as the cost of foreseeing institutional harm collapses.
Related works: Agent Governance Equilibrium · Foresight Before Disclosure · Foresight for Confident AI Adoption · Rebuilding Consulting in the Age of Predictive Cognitive AI · What Goethe’s Faust Reveals About the AI Alignment Problem · Decision Modeling and Foresight Simulation
Related series: When AI Promises Meet the Courts