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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Teruyasu Mizoguchi

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Jul 2026

Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents

The Hypothesis Evolution Protocol (HEP) is proposed, an agent harness that provides hypothesis generation, evaluation, and evolution as explicit, auditable operations and marks a step toward auditable AI scientists, whose scientific reasoning can be inspected, verified, and built upon.

Izumi Takahara, Teruyasu Mizoguchi · 1 citation

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