MIT built the engine. The question now is who drives. This analysis is written for people designing, deploying, or governing reasoning systems, not just studying them. It is a long-form technical examination intended as a foundational reference for the governance of inference-scaling architectures. In one of the MIT paper’s documented execution traces (see Appendix B […]
HAIA-RECCLIN
HAIA-RECCLIN Lite
HAIA-RECCLIN Lite Deployment Guide AI Governance for Small Businesses and Solo Practitioners Version 1.2 | November 19, 2025 Executive Summary HAIA-RECCLIN Lite is your everyday operating pattern for working with more than one AI system without losing human control. You use three concrete checkpoints before, during, and after the work, and you treat disagreement between […]

