Mihai Rosca

REAI v0.7.2: A Framework for Continuous Human-AI Alignment via Coupled Oscillator Dynamics

Extended abstract for REAI (Resonance Engineering of an AI), a theoretical framework for continuous human-AI alignment based on coupled oscillator dynamics and Bayesian state estimation. REAI models the human as an external reference oscillator whose intent is continuously estima...

RationaleAnchor: Preserving Architectural Intent Across Human and AI Transitions

This paper introduces RationaleAnchor, a specification and reference implementation for preserving architectural intent as a first-class, verifiable artifact. RationaleAnchor defines a YAML schema capturing purpose, canonical goals, non-goals, invariants, dependencies, evidence,...