AI Engineer · AI

Where RL Will Take Search — Maximilian-David Rumpf, SID.ai

Somewhere between 30 and 50 percent of an agent's tokens get spent on searching, almost all of it up front, before any of the work you asked for. Maximilian David Rumpf treats that number as the whole opportunity. Handing a task to an agent rather than a query to a search engine roughly doubles the odds of finding the right documents, but it costs a hundred to a thousand times more and takes minutes instead of milliseconds. His diagnosis of why t

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