pith:P6XAGWUN
CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society
Role-playing with inception prompting lets language models form cooperative agent teams that complete complex tasks with minimal human guidance.
arxiv:2303.17760 v2 · 2023-03-31 · cs.AI · cs.CL · cs.CY · cs.LG · cs.MA
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Claims
Our approach involves using inception prompting to guide chat agents toward task completion while maintaining consistency with human intentions.
That large language models will reliably maintain assigned roles and produce coherent, on-task responses across extended multi-turn conversations without external correction or drift.
CAMEL proposes a role-playing framework with inception prompting that enables autonomous multi-agent cooperation among LLMs and generates conversational data for studying their behaviors.
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| First computed | 2026-05-18T02:50:49.720501Z |
|---|---|
| Builder | pith-number-builder-2026-05-17-v1 |
| Signature | Pith Ed25519
(pith-v1-2026-05) · public key |
| Schema | pith-number/v1.0 |
Canonical hash
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· · · · ·Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/P6XAGWUNFY36QJ3JQDYMDE4JWS \
| jq -c '.canonical_record' \
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# expect: 7fae035a8d2e37e8276980f0c19389b483d7cd78262fdef824373b1f75701359
Canonical record JSON
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