In standard developer benchmarks and conversational evaluations, autonomous artificial intelligence agents interact with simplified tool interfaces. Function signatures consist of flat key-value pairs: passing a string filename, an integer user identifier, or a boolean confirmation flag. When evaluated exclusively against these elementary primitives, modern foundation models achieve near-perfect compliance, leading systems engineers to assume that […]