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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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Ziming Luo

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Review Open access Oct 2026

The more you automate, the less you see: Hidden pitfalls of autonomous AI scientists.

The rapid rise of autonomous AI scientists marks a paradigm shift in scientific discovery by automating the research lifecycle. Yet their rushed development has outpaced critical oversight, leaving key workflow decisions dangerously unscrutinized. We present a much-needed systematic analysis of open-source AI scientist...

Ziming Luo, Atoosa Kasirzadeh, Nihar B. Shah · 0 citations

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