The Stochastic Gap: A Markovian Framework for Pre-Deployment Reliability and Oversight-Cost Auditing in Agentic Artificial Intelligence

Researchers developed a Markovian framework to measure reliability and oversight costs for AI agents in organizational workflows before deployment. Testing on enterprise procurement data showed that workflows appearing reliable at the state level can have substantial decision-making blind spots when refined with contextual information.