Author

Victor Ojewale

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Preprint Aug 2026

MonitrLLM: A Community-Centered Evaluation Infrastructure for Large Language Models

MonitrLLM is introduced, open-source infrastructure for community-centered LLM evaluations that links full conversation transcripts to user-reported task intent and outcome assessments, treating all three as primary evaluative signals rather than optional metadata.

Victor Ojewale, Ro Encarnación, S. Venkatasubramanian et al. · 1 citation