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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

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Ajay Mittur

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#machine learning Preprint Sep 2026

Automatic Harness Evolution for Hardware Design Verification: Can LLMs Consolidate Gains Across Discovered Harnesses?

These results support archive-aware selection when evolution yields complementary specializations without consistent consolidation, and support archive-aware selection when evolution yields complementary specializations without consistent consolidation.

Kidus Seyoum, Ajay Mittur · 1 citation

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