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Your Agent Aced the Task. Will It Do It Again?
New tool measures and improves AI agent consistency across repeated task runs.
IBM Research introduces consistency guidelines and the Consistency Analyzer for ALTK-Evolve in an article hosted on Hugging Face.
Its GPT-4.1 evaluation on AppWorld reports a reduction in the consistency gap from 24.4 to 12.0 percentage points.
From the source
We built a diagnostic for exactly this. The Consistency Analyzer resamples an agent's own recorded trajectory to find flip-prone decision points — steps where the model was one token-sample away from doing something different.
huggingface.co
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