ai
8 posts
Beyond Context Graphs: Why 2026 Must Be the Year of Agentic Memory, Causality, and Explainability
The context graph debate is important, but it’s just the beginning. The real revolution comes when agents can not only access past decisions, but truly learn from them — building causal models, explaining their reasoning, and reflecting on their own performance. That’s when we’ll move from decision traces to genuine artificial intelligence.
Dec 30, 2025