AI RESEARCH

Beyond Recall: Behavioral Specification as an Interpretive Layer for AI Personalization

arXiv CS.AI

ArXi:2605.28969v1 Announce Type: cross If an AI agent makes decisions on a person's behalf, those decisions must align with its user. We Across 14 public-domain autobiographical corpora, the Specification lifts representational accuracy in aggregate and nearly eliminates model hedging. It recovers most of what the raw corpus delivers, at ~25x less context cost. The Specification lifts subjects toward a common predictive level regardless of pre