Why Your AI Agent Burns 10,000 Tokens on Math It Could Do in 1ms

The $3,000 Chain-of-Thought Last month, an e-commerce team's AI agent managed their A/B tests. Three variants. The agent observed conversion data, reasoned about which variant was winning, and allocated traffic. The chain-of-thought was beautiful: "...