Blackboard Intelligence Can Surpass Autoregressive on Globally Constrained Problems
Uses a fixed, revisable output and model confidence to search over candidate solutions with a frozen fine-tuned diffusion checkpoint. Evaluates logic and scheduling problems where global constraints can make irrevocable left-to-right commitments costly.
First public: · Added to this list: October 18, 2026
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arXiv:2609.38806 · Initial submission: 2026-09-30
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Alternative generation methods — Change how intermediate steps are generated, revised, or searched—for example, by refining several steps in parallel. These are related approaches: some still produce written chains of thought.
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