LLiansinlians-ai.hashnode.dev·Jul 18 · 2 min readCan Your AI Agent Remember the Right Version of the Truth?Facts change. An AI agent must know both what is true now and what was knowable when an earlier decision was made. That creates a difficult memory problem. Old facts must not contaminate current answe00
LLiansinlians-ai.hashnode.dev·Jul 16 · 3 min readWhy AI audit logs break when the facts changeMost AI agent audit logs can tell you what prompt ran, what model answered, and which tools were called. That is useful until someone asks a harder question six months later: Why did the agent make th00
