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  • Theo - t3․gg

    I finally switched to Postgres. | Theo - t3․gg

    I finally switched to Postgres. Theo is a software dev nerd mostly known for full stack TypeScript stuff. Check out Theo and his stack at t3.gg ------------------- ---------- Keywords: browser wars, openai, cloudflare, ai models, developer podcast, web development Learn more about your ad choices. Visit megaphone.fm/adchoices

    Today · 35 min
  • 脈報

    關掉思考再訓練，Qwen3 竟越練越像思考模式！這份推理進步到底從哪來？

    Qwen3 在關掉思考的模式下接受強化學習訓練後，回答越來越像自己原本的思考模式，作者稱為思考外洩。只動一個 8 維思考子空間，就抹掉 75% 的準確率提升。 ⭐ 文章深度讀：Qwen3 關掉思考再用強化學習訓練，竟越練越像思考模式 → https://heymaibao.com/qwen3-rl-thinking-leakage-8d06e5/ ⚡ 章節重點 思考開關的疑問 00:00 關掉思考的實驗與外洩 00:32 進步的來源與成因 01:33 推理升級的打折讀法 03:03 📝 懶人包 ∙ 研究把 1.7B 到 8B 的 Qwen3 關掉思考，再用強化學習訓練 ∙ 作者發現模型越練越像自己原本開著思考的樣子，叫它思考外洩 ∙ 作者指出，只動一個 8 維的思考子空間，就抹掉 75% 的準確率提升 ∙ 我的觀點：看到推理變強的宣傳，先分辨是新本事還是原本能力換個開法 📚 參考資料 Paper page - The Thinking Leakage in Reinforcement Learning for LLMs → https://huggingface.co/papers/2610.14270 A vision researcher’s guide to some RL stuff: PPO & GRPO - Yuge (Jimmy) Shi → https://yugeten.github.io/posts/2025/01/ppogrpo/ How to use and interpret activation patching → https://arxiv.org/html/2404.15255

    Today · 4 min
  • Darknet Diaries

    181: Ricky

    Imagine driving down the road and your phone loses signal. Not just a lost signal, but it starts displaying SOS. Meaning no service configured at all. You can't make any calls, no data, no service. What goes through your head? In this episode we hear from Ricky Handschumacher who learned how to slip inside a stranger’s phone, and would rummage through it looking for things he thought were valuable. Sponsors Support for this show comes from DeleteMe. DeleteMe is a hands-free subscription service that will remove your personal information that’s being sold online to data brokers. Our mission is to provide everyone with the power to control their digital identity. We empower individuals and organizations to reclaim their privacy by removing personal data from online sources. For 20% off our privacy plans, please visit JoinDeleteMe.com/DarknetDiaries and use code: “darknet” at checkout. This show is brought to you by Doppel. Doppel stops AI attacks with digital risk protection, human risk management, and email security on a unified social engineering defense platform. doppel.com Support for this show comes from ThreatLocker. ThreatLocker is a Zero Trust Platform that gives organizations control over what can run and what users and devices can access. It combines prevention with real time detection and automated response, helping security teams stop unauthorized activity and quickly contain compromised machines. Learn how ThreatLocker can strengthen your defenses at threatlocker.com/Darknet. View all active sponsors. Sources https://www.youtube.com/watch?v=J7yLKVnQcNg&t=7s https://www.wsj.com/tech/cybersecurity/getting-cheated-in-a-videogame-led-him-to-a-world-of-online-crime-874392e7 https://darknetdiaries.com/transcript/118/ https://whatismyipaddress.com/mobile-security-sim-swapping

    Today · 1 hr 20 min
  • Der AUTOMATION Podcast

    MTP und AAS: Automatisiert vom Verfahrensrezept zum Grundrezept

    Zu Gast: Torben Miny und Michael Winter

    Today · 47 min

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