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🔬Trial by Trace: 31% of Agent Wins Hide Harness Faults

TL;DR

TraceTrial-Bench scores the harness around an LLM agent, not just the model, across 95 tasks and 3,420 runs. Harness scores ranged from 59.8% to 72.0%, and 31.1% of runs succeeded while failing at least one harness criterion.

TraceTrial-Bench scores the harness around an LLM agent, not just the model, across 95 tasks and 3,420 runs. Harness scores ranged from 59.8% to 72.0%, and 31.1% of runs succeeded while failing at least one harness criterion.

Trial by Trace: 31% of Agent Wins Hide Harness Faults — daily-hour-news

Key Points

1

Seven harness components graded: context, execution, governance, lifecycle, observability, tools, verification

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Quick Facts

agent harnessbenchmarkTraceTrial-Benchreliabilityfailure attributionLLM agentsevaluationobservability

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