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20242026
most citedContinual Human-in-the-Loop Optimization

11 citations · 14 across the 6 of their papers we have counts for

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cs.LG2026

Extending Puzzle for Mixture-of-Experts Reasoning Models with Application to GPT-OSS Acceleration

Akhiad Bercovich, Nir Ailon, Vladimir Anisimov +21

Reasoning-focused LLMs improve answer quality by generating longer reasoning traces, but the additional tokens dramatically increase serving cost, motivating inference optimization…