source&pool
A daily wire of long-form journalism, video, and discourse — filed, tagged, and laid out flat.
VOL. I·NO. 01
TUESDAY, SEPTEMBER 22, 2026
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  1. 001Hacker NewsSEP · 21English

    94% on AIME with 1B Params

    Limite is a 1-billion parameter language model developed by Paradigma that achieves 94% on AIME and 74.25% on BeyondAIME through efficient training on curated data and mathematical reasoning optimizations. The model is designed for high-throughput mathematical problem-solving with minimal instruction-tuning, though it has limitations in general instruction-following tasks outside mathematics.

    By Mario Prignano; Gabriele Cirillo; Alessio Morosini; Luca Cerovaz; Alessandro Bartolocci; Emanuele Rodolà; Giulio Starace; Francesco Pappone
  2. 002Hacker NewsSEP · 20English

    DAPO: An Open-Source RL System from ByteDance Seed and Tsinghua Air

    ByteDance and Tsinghua researchers released DAPO, an open-source reinforcement learning system for large language models that achieves 50% accuracy on AIME 2024 using Qwen2.5-32B, outperforming previous state-of-the-art methods with fewer training steps. The system includes the Decoupled Clip and Dynamic sAmpling Policy Optimization algorithm, code infrastructure, and datasets for scalable LLM training.

    By BytedTsinghua-SIA
  3. 003Hacker NewsSEP · 17English

    Integer Palindromes – 2026 AIME I Problems/Problem 2

    This appears to be a webpage notification about session management rather than news content. The body contains only system messages about account authentication states without substantive information to analyze.

    By Norvig