Show HN: Multi Agent Protocol for AI Scientist by Hexo Labs

Category: ai-ml

Tags: multi-agent, ai-research, questioning-protocol

Score: 6.8/10 (Innovation: 7, Technical: 7, Documentation: 7, Utility: 6)

Socrates implements a multi-agent protocol where a question-only advisor guides an AI research scientist, improving Kaggle benchmark scores by up to 55.9%. The project is interesting because it introduces a novel structured questioning paradigm that outperforms both solo agents and generic baseline advisors.

Target audience: AI researchers, machine learning engineers, data scientists

Repository: https://github.com/hexo-ai/socrates · Python · MIT · 3 stars

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