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Kouta Matsumoto

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#large language models Open access Sep 2026

Decoupled Topological Coprocessing for Mitigating Reasoning Deadlocks and Non-Invasive Trajectory Steering in Large Language Models (DTC v2.0)

Overview We are proud to announce the formal release of Decoupled Topological Coprocessing (DTC v2.0). DTC v2.0 introduces an asynchronous, non-invasive coprocessor architecture that detects and resolves reasoning deadlocks—specifically circular reasoning loops and unanchored extrinsic hallucinations—in Large Reasoning...

Kouta Matsumoto · 0 citations

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