FIELD NOTES TOPIC
failure diagnosis
1 note, newest first.
Diagnosing with Insights: Structured Analysis of Agent Failures via Behavioral Abstractions
The paper presents AGENTSCOPE, a new approach to diagnose failures in Language Model (LLM) agents. This method uses structured abstractions of agent behavior based on trajectories, and neural invariants to specify…
