CAMEL: Communicative Agents for Mind Exploration of Large Scale Language Model Society

Catalog evidence and recorded chart appearances. Inclusion is not an endorsement.

Source snapshot imported 2026-10-20. This is not a live feed. Source and contributions.

Evidence and limits

Finding: Inception prompting and role assignment can sustain autonomous agent conversations and enable study of cooperative behavior.

Impact: Watch role-scoped communication as implementation evidence. Reject sustained conversation as task success or governance.

Boundary: Generated tasks and conversational studies do not compare against the best single-agent baseline. Next: which role boundaries add unique information rather than duplicated language?

Flags: generated tasks; sustained conversation is not success

Record State: Catalog review recorded; not a performance endorsement

What was reviewed: Structure and relevance screened; not a full evaluation

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Recorded chart appearances

  • 2026-10-13: position 87. Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence
  • 2026-10-12: position 86. Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence