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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

Nadia Polikarpova

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#artificial intelligence May 2026

Language-Based Agent Control

Language-based agent control is introduced, a new programming model for agentic applications that brings techniques from programming languages and language-based security to the problem of agent control by requiring agents to generate programs that are themselves well typed in the context of the surrounding scaffolding...

Timothy Zhou, Loris D'Antoni, Nadia Polikarpova · 1 citation
#artificial intelligence May 2024

Grammar-Aligned Decoding

This paper proposes adaptive sampling with approximate expected futures (ASAp), a decoding algorithm that guarantees the output to be grammatical while provably producing outputs that match the conditional probability of the LLM's distribution conditioned on the given grammar constraint.

Kanghee Park, Jiayu Wang, Taylor Berg-Kirkpatrick et al. · 70 citations · ⚡5

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