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How a researcher uses Codex and ChatGPT to search for new antimicrobial molecules

César de la Fuente’s lab uses Codex and ChatGPT to search living and extinct genomes for antimicrobial candidates to fight drug-resistant infections.

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Agent Evaluation Metric for multi-turn conversations

Multi-turn agents fail in ways single-turn evaluation misses: one early mistake corrupts every later turn. This post introduces the Agent Evaluation Metric (AEM), a decomposable, turn-level way to…

  • Agent Evaluation Metric (AEM) assesses multi-turn agent performance
  • AEM breaks down agent quality into named, measurable sub-metrics
  • Correctness sub-metrics: Truthfulness and Completeness evaluated turn by turn

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