Best‑of‑Majority (BoM) filters LLM outputs by frequency then ranks them with a reward model, achieving lower regret and beating majority voting and Best‑of‑N on math reasoning tasks. Read more: https://getnews.me/best-of-majority-sets-new-standard-for-pass-k-llm-scaling/ #llm #passatk

AP2O, a new training method for LLM code generation, improves pass@k scores by up to 3% across models from 0.5 B to 34 B parameters. The research was posted on 1 Oct 2025. https://getnews.me/ap2o-improves-llm-code-generation-by-correcting-errors-type-by-type/ #ap2o #llmcode #passatk

🚀 Curious which 2026 LLM papers boost Pass@k efficiency for reasoning? Check out the top 10 picks that are reshaping generative AI performance. Dive in for the details! #PassAtK #ReasoningLLM #2026LLMPapers

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