Equation 1 · Measuring AI Agent Architectures: Evidence, Benchmarks, and Uncertainty
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The distinction matters because the two metrics behave very differently even under the most favourable possible assumption — that trials are statistically independent. Write p for the probability that a single trial on a given task succeeds. Under independence,
Sources cited in the article section
- [6] tau-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains ↗
- [7] AgentBench: Evaluating LLMs as Agents ↗
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