Hojjat Jafarpour

Context is King: How Freshness Defines Agent Intelligence

AI agents fail when context is stale. This talk introduces temporal correctness as a core measure of agent intelligence, highlights failure modes caused by stale state, explains why retrieval without freshness guarantees is insufficient, and presents architectural patterns for streaming, validating, and maintaining live context in dynamic environments.