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Notes on failure attribution
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Tracing Agentic Failure from the Flow of Success
The text discusses a new model called OAT for failure attribution in LLM-based agentic systems. The model aims to identify the steps causing failures in these systems, which is crucial for debugging and improvement…
Tracing Agentic Failure from the Flow of Success
The paper proposes a new method called OAT (One-Class Attribution for Tracing) for identifying errors in language models without relying on expensive or difficult-to-collect data. This method is faster and more…
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