Insights Generator: Systematic Corpus-Level Trace Diagnostics for LLM Agents
Quick Take
The Insights Generator automates corpus-level diagnostics for LLM agents, enhancing performance through evidence-backed insights.
Key Points
- Manual diagnostics in LLM agents are inefficient and non-scalable.
- Insights Generator proposes and tests hypotheses across execution traces.
- Human experts improve performance by 30.4 percentage points using IG insights.
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