Without Caching, Your AI Agent Costs 10x More - George Cameron, Artificial Analysis

Cache hit rate and step count can swing an agent task from about $21 to over $200. The talk gives a way to decide when a cheaper model gives the same answer.

• 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.
• token — The chunk of text a model reads and writes in — roughly three-quarters of a word — and the unit AI usage is billed in.

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