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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Neeraj Kumar Singh Beshane

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Open access Aug 2026

TriArchitect: A Shared-State Multi-Agent Framework for Safe Java Code Migration

This work introduces TriArchitect, a novel shared-state multi-agent framework designed to bridge the gap between probabilistic reasoning and deterministic structural integrity, and introduces a rigorous Validator-Veto Protocol, which enforces a "compilation-as-consensus" rule to reject hallucinated proposals before they corrupt the codebase.

Neeraj Kumar Singh Beshane · 0 citations

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