Stanford University launches TRACE: a capability-directed training system that turns agents' repeated failures into synthetic RL training environments
Agentic LLMs often fail the same way, again and again. A Stanford research team traced this to missing, reusable capabilities. Their system, TRACE, diagnoses those gaps and trains for them directly.
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