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10月15日周四
  1. Google DeepMind53

    Google DeepMind 转发研究者成果:团队使用 Gemini 4 Argon 发现了 2 个新的反例家族,挑战等离子体物理中存在近 60 年的 Grad 猜想,并给出了新的 3D 磁场设计。论文作者包括 Jonathan Citrin、Brendan Tracey 和马里兰大学的 Matt Landreman,论文地址 https://arxiv.org/abs/2610.07304。

    引用Opal Issan@opalissan

    We’ve found 2 new families of counterexamples to the long-standing (nearly 60-year-old) Grad’s conjecture in plasma physics using Gemini 4 Argon in our new paper, with Jonathan Citrin, Brendan Tracey, Matt Landreman at the University of Maryland: https://arxiv.org/abs/2610.07304!

  2. Rohan Paul57

    AI 创业公司 Expand 发布 Expand Fetch,让 AI Agent 读取网页时保留图标、表格和隐藏数据。工具使用视觉模型 Iris 像人一样看页面,另配 JSON 模型 X-Ray 提取页面背后的隐藏数据;每次抓取存为快照,Markdown 每行可回链来源以便追踪。

    引用Tim Suchanek@TimSuchanek

    Introducing Expand Fetch, a new way to scrape and crawl the web. Your agent has never seen the web. No wonder it gets basic questions wrong. Traditional Markdown APIs lose critical details. So we trained two System one models to change that: Iris, a vision model that sees pages like you do, preserving tables, icons, and layouts. X-Ray, a JSON model that uncovers the hidden data behind every page. Every fetch also comes with a Wayback Machine. Every line links back to its source, so you can verify exactly what your agent saw. Three products. One API. On our benchmark of 1,094 questions across 326 challenging web pages, agents using Expand got 74% right. The next best API got 55%. Available today at $1 per 1,000 fetches. Try it at http://expand.ai

  3. Rohan Paul49

    斯坦福与Together AI的论文提出HybridAgent,让大部分推理在隐藏向量中完成、仅在工具调用和关键决策时输出文本,解码算力降低62.5%至72.9%。在GAIA上,14B版本得分52.4,高于同模型纯文本智能体配合ARPO的43.7,运行速度也快2.1倍。其静默推理步骤仍可解码为可读文字,任何LLM都能改造成HybridAgent。

    引用Jiaru "Rubin" Zou@Jiaru_Zou

    Your LLM agent has to think out loud, token by token, before it can search, run code, or act in the world. We humans don’t. We ponder in silence and speak when it matters. Human language was never meant to be the limit of machine thought. Introducing 🌗Hybrid Reasoning Agents - Think in latent space, act through text - Two modes, one unified multi-turn flow - No black box, fully readable latent thoughts - Any LLM can become a HybridAgent

  4. Arena.ai63

    Arena 宣布 Claude Haiku 5.5 (High) 上线 Agent Arena,基于超 20.5K 次真实智能体会话,净提升 +1.48%,综合排名 #27,Code 类排名 #15(+4.83%)。

    引用Arena.ai@arena

    Real-world results are in for Claude Haiku 5.5 (High) by @AnthropicAI. Debuting at #30 with 1587 pts in Code Arena: WebDev, this release sits just outside the Pareto frontier while still offering strong cost efficiency. It matches GPT‑6 Luna’s price at $0.10/$0.50 per 1M input/output tokens while scoring six pts higher. Compared with other Claude models, Haiku 5.5 offers: - 90% lower cost than Haiku 4.5 at +257 pts - 95% lower cost than Sonnet 5.5 (High) at -128 pts - 98% lower cost than Opus 5 (High) at -70 pts - 99% lower cost than Fable 5.1 (Max) at -157 pts Congrats to the team at @AnthropicAI on this release!

  5. AI at Meta46

    @finkd 和 @alexandr_wang 与 @collision 畅谈 Muse Wonder 以及 MSL 的方方面面。 观看完整对话:https://x.com/collision/status/2109714250226905248

    引用John Collison@collision

    Cheeky Pint is back! Mark Zuckerberg @finkd and Alexandr Wang @alexandr_wang came to the pub to discuss their new frontier model, Muse Wonder. 00:00:24 Muse’s breakout use cases 00:07:28 The model is the product 00:14:35 Muse Wonder 00:24:56 How frontier models are built 00:48:26 Betting $100B 01:07:21 Agentic commerce 01:19:34 OpenRouter 01:20:06 Beyond the smartphone 01:27:00 Funding 01:34:06 Why AI won’t be winner-take-all 01:40:46 Meta Superintelligence Labs (MSL) 02:08:11 Working for Mark Zuckerberg

  6. Arena.ai57

    Arena 宣布 Anthropic 的 Claude Haiku 5.5 (High) 上线 Agent Arena,基于超 20.5K 真实智能体会话,净提升 +1.48%,总排名第 27。

    引用Arena.ai@arena

    Real-world results are in for Claude Haiku 5.5 (High) by @AnthropicAI. Debuting at #30 with 1587 pts in Code Arena: WebDev, this release sits just outside the Pareto frontier while still offering strong cost efficiency. It matches GPT‑6 Luna’s price at $0.10/$0.50 per 1M input/output tokens while scoring six pts higher. Compared with other Claude models, Haiku 5.5 offers: - 90% lower cost than Haiku 4.5 at +257 pts - 95% lower cost than Sonnet 5.5 (High) at -128 pts - 98% lower cost than Opus 5 (High) at -70 pts - 99% lower cost than Fable 5.1 (Max) at -157 pts Congrats to the team at @AnthropicAI on this release!

10月14日周三
  1. OpenRouter57

    HeyGen Voice 现已上线 OpenRouter,10 月 31 日前享 5 折。该文本转语音模型登顶 Artificial Analysis TTS 排行榜,提供 HeyGen Voice 和低延迟的 HeyGen Voice Turbo 两种模式,API 价格为每百万字符 $15(原价 $30),折扣自动生效。

    引用HeyGen@HeyGen

    HeyGen is now #1 in voice. Our new voice model, HeyGen Voice, just topped the Artificial Analysis TTS leaderboard, beating every major model in blind tests. Live on HeyGen + API. API users get 50% off through 10/31. $15/million characters instead of $30, applied automatically.

  2. Rohan Paul45

    Sentient Foundation 发布开源基准 Fingerprinting Leaderboard,用于评测模型指纹方法,证明 AI 模型是否被抄袭,配套测试代码 mlprints 同步开源。

    引用Sentient Foundation@sentient_found

    Models cost millions to train and minutes to copy. Fine-tuning and distillation can erase where they came from. Introducing the Fingerprinting Leaderboard, an open benchmark for model provenance — built so the proof lives in the weights, not the paperwork. https://fingerprint.sentient.foundation

  3. 卡尔的AI沃茨60

    Leonxlnx 从零重建 TasteSkill 并推出 TasteSkill v2,为编码智能体提供艺术方向、素材资源和浏览器检查来验证产出效果,可通过 npx skills add Leonxlnx/taste-skill 安装。作者转发时好奇这个 skill 能否把 GPT 的审美拉到 Opus 5.5 同一水平。

    引用Leon Lin@LexnLin

    We rebuilt TasteSkill from scratch And today we are introducing TasteSkill v2 v2 gives your coding agent an art direction, assets and a browser check to verify its work npx skills add Leonxlnx/taste-skill check out more examples below!

  4. PixVerse40

    一支工作室级的产品广告,100% 由 AI 制作。 无需拍摄,无需团队。只需换上你的产品 👇 https://x.com/PixVerse4Biz/status/2108797325191864426

    引用Growth Studio by PixVerse@PixVerse4Biz

    Made this 8-second beverage ad with AI. No shoot. No studio. Want to recreate it? The prompt is in the replies 👇 Just use this video as your reference and add an image of your own drink. Would you run this as a real ad? Try it in Professional Creation → https://growth.pixverse.ai #PixVerse #Commerical #MarketingStrategy #Creativeads

  5. howie.serious48

    anthropic 在新加坡开分部了。 理由是:新加坡的 claude 使用率是全球第二,claude 用户规模是理论值的 6 倍 笑死了 🤣🤣🤣

    引用Anthropic@AnthropicAI

    We’ve opened an office in Singapore—our fifth in the Asia-Pacific region. We’ve also signed an MOU with the Government of Singapore on AI safety and responsible adoption. You can read more about our new office here: https://www.anthropic.com/news/singapore-office-opening