• AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.

Argues concretely that scaling compute doesn't close the gap between fluent behavior and causal world-understanding, a distinction that matters for assessing what large models can be trusted to do autonomously.

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