Tool-Use Benchmark Design for API-Calling Agents
Benchmarks for API-calling agents need stateful environments, not mock stubs.
Priya Subramaniam
Staff Writer
Priya covers the science and politics of AI evaluation, with a background in machine learning research and a decade spent stress-testing model outputs at two Bay Area AI labs. She has a particular eye for what benchmark leaderboards reveal—and conceal—about real-world agent behavior.
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Benchmarks for API-calling agents need stateful environments, not mock stubs.