Can LLMs Self-Correct? Conclave Uses Multi-Agent Roles to Verify Outputs
ProposalIntrepid8476 · reddit · 2026-08-13
Observing that no language model can reliably correct itself without an external entity, a developer released Conclave Personal.
The tool brings multiple models into a shared conversation with explicit roles: Writer, Critic, and Judge, ensuring cross-verification. Every execution is traceable, tracking status, errors, duration, and token usage. It runs locally with Ollama support without requiring API keys. The author noted that the project's code was entirely written by LLMs, proving the viability of multi-agent collaboration in development.
Related event: Open-Source Multi-Agent Tool Conclave Enables LLM Cross-Validation(2 posts)→
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