In synthetic benchmarks and isolated proof-of-concept demonstrations, autonomous agents operate in sanitized environments. A model is presented with three to five distinct, well-documented tools: a calculator, a weather API, and a generic web search endpoint. In these basic setups, semantic overlap is practically non-existent. The distance between computing an arithmetic formula and looking up precipitation […]