Today's AI agents are a primitive approximation of what agents are meant to be. True agentic AI requires serious advances in reinforcement learning and complex memory.

Artificial intelligence is everywhere, with some grim consequences. But 2026 could be a turning point, writes Jeni Tenison.

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