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Arun Kumar Chithanar

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#machine learning Preprint Sep 2026

Blackboard Intelligence Can Surpass Autoregressive on Globally Constrained Problems

Next-token prediction has driven remarkable progress in large language models, yet a growing body of evidence suggests that they can struggle on problems governed by complex global constraints. In this work, we focus on this regime and ask whether some of these limitations arise from the inference interface induced by...

Woosang Jeon, Jaeyeon Kim, S. Kakade et al. · 0 citations

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