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  • MAI-Thinking-1: Building a Hill-Climbing Machine

    MAI-Thinking-1: Building a Hill-Climbing Machine The Microsoft AI Team 1 Abstract Progress in AI is driven not by a single model, but by the ability to continually improve upon the current state of models. Achieving this requires treating model development as a system-level optimization problem, for which the solution is building a hill-climbing machine for rapid improvement. Our process includes

    • Amazon Linux 2023のパッケージをアップデートしてみた | DevelopersIO

      Amazon Linux 2023のリポジトリバージョンが追加されていた こんにちは、のんピ(@non____97)です。 皆さんはAmazon Linux 2023のパッケージのアップデート方法が気になったことはありますか? 私はあります。 ふと、Amazon Linux 2023のリリースノートを見ると、2023/3/15のGA後に2回アップデートがあったようです。 Amazon Linux 2023 release notes update 2023-03-29 - Amazon Linux 2023 Amazon Linux 2023 release notes update 2023-03-22 - Amazon Linux 2023 Amazon Linux 2023のパッケージのアップデートは以下記事で紹介している通り、単純にdnf upgradeするだけではなく、リポジトリ

        Amazon Linux 2023のパッケージをアップデートしてみた | DevelopersIO
      • Python 3.15’s interpreter for Windows x86-64 should hopefully be 15% faster

        Ken Jin's Blog Python 3.15’s interpreter for Windows x86-64 should hopefully be 15% faster 24 December 2025 Some time ago I posted an apology piece for Python’s tail calling results. I apologized for communicating performance results without noticing a compiler bug had occured. I can proudly say today that I am partially retracting that apology, but only for two platforms—macOS AArch64 (XCode Clan

        • Eliciting Reasoning in Language Models with Cognitive Tools

          Eliciting Reasoning in Language Models with Cognitive Tools Brown Ebouky IBM Research - Zurich ETH Zurich Brown.Ebouky@ibm.com Andrea Bartezzaghi IBM Research - Zurich abt@zurich.ibm.com Mattia Rigotti IBM Research - Zurich mrg@zurich.ibm.com Abstract The recent advent of reasoning models like OpenAI’s o1 was met with excited spec- ulation by the AI community about the mechanisms underlying these

          • Large Text Compression Benchmark

             Large Text Compression Benchmark Matt Mahoney Last update: Mar. 25, 2026. history This competition ranks lossless data compression programs by the compressed size (including the size of the decompression program) of the first 109 bytes of the XML text dump of the English version of Wikipedia on Mar. 3, 2006. About the test data. The goal of this benchmark is not to find the best overall compress

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