Tool-Aware Curricula Replace Static Tasks

Projection: Gemini 3.5 Flash can choose and execute actions across computer environments, while Claude Sonnet 5 advances scaled coding and agent workflows. Training can therefore target when to search, calculate, delegate, use a tool, or stop. The test is tool-choice quality under cost and failure constraints, not answer accuracy alone.