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BRIA: AI agent for selective tool use in large libraries

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In brief

  1. BRIA isolates tool exploration in separate branches to avoid interference.
  2. It adopts only tools validated by execution, improving accuracy.
  3. On MCP-Atlas, BRIA scores 89.77 versus 75.40 for MCP-Zero.

Researchers introduce BRIA, an AI agent that explores relevant tools in large libraries separately before adopting working ones. Tested on benchmarks with nearly 1,900 tools, it significantly outperforms existing methods.

This summary gives you the essentials. The full article, its figures and quotes are on cs.AI updates on arXiv.org.

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