Bloomberg: Apple wants a federal judge to bar OpenAI from using hardware secrets it says former employees carried over. US District Judge Edward Davila in San Jose hears that injunction request alongside OpenAI’s motion to dismiss the lawsuit. This is the lawsuit’s first major hearing since Apple sued in July. Apple says Liu, who joined OpenAI in January, exploited an authentication bug to reach Apple’s network storage and download confidential files. Apple’s later filings say he simulated a downloaded power converter schematic in LTspice and told a colleague his AI agent could adjust the circuit itself. Apple also claims OpenAI told job candidates to bring prototypes and other “design artifacts” for “show and tell” interview sessions. An injunction would land as OpenAI readies a smart speaker priced above $300 and an IPO at a targeted $1.4T valuation. Apple’s hardest task is tracing a specific file from Liu’s downloads into OpenAI’s actual product work.
全部 AI 动态
Rohan Paul@rohanpaul_aiAI 评分7070引用Rohan Paul@rohanpaul_ai
Rohan Paul@rohanpaul_aiAI 评分5454ServiceNow 和 McGill 的论文推出 AgentHorizon 基准,包含来自人工屏幕录制的 1,373 个判官任务,通过交换近同任务的指令构造干净的失败样本。
Artificial Analysis@ArtificialAnlysAI 评分6363Artificial Analysis 将 DeepSeek V4.1 Flash 加入其智能体推理性能基准 AA-AgentPerf,榜单现覆盖四款模型。
indigo@indigoxAI 评分6464引用Anthropic@AnthropicAINew on our Engineering blog: Creating in-house source control. In May, we merged around 2,500 code changes per day. In September, we merged more than 30,000 per day. As a result, we became bottlenecked by developer infrastructure built for human (rather than agent) scale. Here, we share how we built a new version control system—and fully migrated our monorepo from git—in five months: https://www.anthropic.com/engineering/redesigning-source-control
indigo@indigoxAI 评分6161引用Anthropic@AnthropicAINew on our Engineering blog: Creating in-house source control. In May, we merged around 2,500 code changes per day. In September, we merged more than 30,000 per day. As a result, we became bottlenecked by developer infrastructure built for human (rather than agent) scale. Here, we share how we built a new version control system—and fully migrated our monorepo from git—in five months: https://www.anthropic.com/engineering/redesigning-source-control
Elon Musk@elonmuskAI 评分4343引用anabology@anabologyI made a Grok Bot that can use Suno, Midjourney, and Opus to make music videos "Claudia" (the Grok Bot) made this teaser autonomously with @imagine https://x.ai/bot/zvsgYtQHUcSKGRhAb_JzM
Elon Musk@elonmuskAI 评分4545引用Jason Freedman@jasonfreedmanI just gave my a Grokbot four years of past tax returns and financial files. Just a dump of folders and unlabled files. K-1s, 1099s, mortgage statements, HSA records, and every email with our CPA. 266 files. I just said, please double check my CPA's work. A few minutes later, it had found a lot of mistakes. Mortgage interest left off our 2022 return entirely. HSA payroll contributions counted twice, four years in a row, which created a penalty tax that never should have existed. A missing IRA form for Jen that would have cost us. On this year's return: home office errors, two K-1s missing, an outdated 1099, and startup losses we never claimed. And a retirement contribution the return already deducted...that we hadn't actually deposited. I sent it all to our CPA. They sent back an amended return. The bot reviewed that too. One fix went the wrong direction. The explanation had typos. Three versions later, all in one afternoon, it said ready to sign. Just a few hours start to finish. With about 90 seconds of my time and attention required. I was just the meat proxy hitting send as Grokbot watched the replies in my email. Our CPA is great and turned every fix around the same day. We chatted afterwards. He wanted to know what I was using - just normal ole' grokbot. I asked him what he was using? No AI tools. I set him up with @magnetictax for next season (we're an investor). All CPAs should be using Magnetic Tax or something like it. Every single one. All individuals should be double checking the work and past work with Grokbot or something like that. Want to copy the exact the prompt I used? it was just this: "Please do a thorough review of my taxes and help me understand if my CPA made any mistakes" "Think deeply" Or just tag your bot into this thread.
Rohan Paul@rohanpaul_aiAI 评分7373引用Rohan Paul@rohanpaul_aitruly unbelievable stuff going on. 🤯 FBI arrested a former employee in connection with a sophisticated listening device found hidden in one of OpenAI's offices. OpenAI says it has no indication so far that the employee accessed or exfiltrated model weights, source code or customer data, yet it hasn’t said what the device itself recorded.
Rohan Paul@rohanpaul_aiAI 评分7272引用Rohan Paul@rohanpaul_aitruly unbelievable stuff going on. 🤯 FBI arrested a former employee in connection with a sophisticated listening device found hidden in one of OpenAI's offices. OpenAI says it has no indication so far that the employee accessed or exfiltrated model weights, source code or customer data, yet it hasn’t said what the device itself recorded.
OpenBMB@OpenBMBAI 评分5151引用Fahd Mirza@fahdmirza🚀 Tiny model, big test: MiniCPM-V 4.7 1B, hands-on 📱 A one billion parameter vision model that fits on a phone 🔹 Installed the GGUF with llama.cpp and Ollama 🔹 Read an analog clock from a photo 🔹 Turned that clock photo into working HTML code 🔹 Solved a quadratic from a school math sheet 🔹 Handwriting translation across dozens of languages 🔹 Funny scene test: spotting body language and backstory 🔥 Honest results, wins and fails, in the full video below 👇 https://youtu.be/40FXBcRz4_k?si=UGnvZNh0AN5f4aDL @OpenBMB
Rohan Paul@rohanpaul_ai精选AI 评分8383推荐理由:原文给出算力成本、人工分工和漏洞链细节,读者可以据此评估 AI 智能体在真实漏洞挖掘中的实际投入产出。
Rohan Paul@rohanpaul_aiAI 评分6868Anthropic Frontier Red Team 研究警告,小型 AI 模型可能距在智能烤箱、杂牌 Android TV 盒子等商用 IoT 设备上自我复制只差数月。
数字生命卡兹克@Khazix0918精选AI 评分7676Google 于10月14日全面开放 Gemini 4 Argon,作者实测后认为其很难冲击 Claude Opus 5.5 和 GPT-6 Astra 的地位。
推荐理由:作者实测了新开放模型在编程、写作和产品体验上的真实表现,读者可据此判断是否值得为它订阅付费。
Artificial Analysis@ArtificialAnlysAI 评分5454Artificial Analysis 发布 Coding Agent Index 评测,Sonnet 5.5 在 Claude Code 中 max 档以 68 分登顶,xhigh 档 63 分。
SpaceX Super Intelligence@SpaceXSIAI 评分4141我们将 Grok、Cursor 和 X Premium 的订阅方案统一了。 隆重推出 The X Subscription。

Aravind Srinivas@AravSrinivasAI 评分4848引用Leading Indicators@leadingindsThe most-purchased AI vendor in each category, based on Ramp spend data. Search, dictation and coding have clear leaders, with Perplexity, Wispr Flow and Claude Code each bought by 87%+ of category buyers. Inference, GPU capacity and AI-first GTM are still fragmented.
Elon Musk@elonmuskAI 评分4848所有 Grok @Bots 都拥有自己的电子邮件地址,还能帮你分析和总结你的邮箱。
引用eric zakariasson@ericzakariassongrok @bot 0.70.2 is rolling out! - each bot can claim its own email address at @mail.grokbot.com and draft emails for you to send - apps like Figma, Notion and Canva show up as live cards right in the chat - bots can search X and read public posts and profiles without connecting an X account - describe what you want and your bot suggests a matching template - shared pages can be downloaded as a pdf - an approval check before anything irreversible and much more! https://x.ai/changelog/bot
Elon Musk@elonmuskAI 评分4343引用Liam@liam_fallenI gave Grok Bot its own button → Press the Action Button → Open Grok in voice mode → Give it tasks and deadlines → Grok delegates them to Bots I feel like James Bond.
Arena.ai@arena精选AI 评分7272引用AI at Meta@AIatMeta我们很高兴推出 Muse Wonder 系列,包括 Muse Wonder 和 Muse Wonder Full,这是我们迄今为止最强大的模型。两者都是前沿模型,旨在为个人和专业代理任务提供最先进的性能。 Muse Wonder 今天可通过 Meta Model API 和 Muse Code 使用。Muse Wonder Full 今天面向 Muse Code 订阅者提供。Muse Wonder 很快还将为我们的个人代理产品 Muse 中的体验提供支持,首先向订阅者推出。
推荐理由:榜单给出了 Muse Wonder (Max) 与邻近模型的分差和名次变化,读者可以据此比较它在编码与文本上的实际位置。
Physical Intelligence@physical_intAI 评分5656
Physical Intelligence@physical_intAI 评分4646
Sundar Pichai@sundarpichaiAI 评分4444引用Anca Dragan@ancadianadraganWe did a lot to understand Gemini 4's capabilities and propensities, and to improve our mitigations for this launch -- you can get a tl;dr here https://blog.google/innovation-and-ai/technology/safety-security/gemini-4-model-safety-security/ and dive into the report https://storage.googleapis.com/deepmind-media/gemini/gemini_4_safety_report.pdf
Google@Google同事件AI 评分6969Google 官方宣布 Gemini 4 Argon 于今日开始推送,并展示了开发者已经在使用 Argon 开展工作的场景。

同一件事,精选收录的是《Google 发布 Gemini 4 Argon:面向复杂工程与科研任务的前沿模型》
MiniMax (official)@MiniMax_AIAI 评分5252引用reactor@reactorworldIntroducing FastH3-Omni. The fastest and highest-quality open-source version of realtime H3 by @MiniMax_AI, post-trained by FastVideo @haoailab with @nuvalab. Exclusive preview on the Reactor API until 10.20.2026. • First and last frame conditioning • Audio input + strong dialogue • Up to 3 reference images • Frontier-level performance
Rohan Paul@rohanpaul_aiAI 评分7474引用OpenAI Newsroom@OpenAINewsroomWe discovered a sophisticated recording device that was hidden inside one of our offices. We used our models to understand the device and where it had come from, identifying that a specific employee had planted it a few days earlier. We referred the matter to the FBI, and we’re grateful to the agents and prosecutors who moved quickly to make an arrest. The FBI’s investigation is ongoing and we will continue to support their work. At this time, we have no indications of this individual inappropriately accessing or exfiltrating model weights, source code, or customer data. The employee was terminated. We take protecting our technology, data, and people seriously, and as a matter of national importance. Our security program is designed to protect against a wide range of threat actors, from insider risks to cybercriminals to nation states, and this case is an example of how AI can help address these sophisticated security threats.
Rohan Paul@rohanpaul_aiAI 评分6363
引用Rohan Paul@rohanpaul_aitruly unbelievable stuff going on. 🤯 FBI arrested a former employee in connection with a sophisticated listening device found hidden in one of OpenAI's offices. OpenAI says it has no indication so far that the employee accessed or exfiltrated model weights, source code or customer data, yet it hasn’t said what the device itself recorded.
Google Gemini@GeminiAppAI 评分5858
Rohan Paul@rohanpaul_aiAI 评分4444论文提出 SanSi,通过让 Ouro-1.4B 这个预训练可复用层的小模型重复运行同一批层最多 8 次,并在每次循环后读取选项概率,使小模型在决策任务上大幅提准。
OpenAI Newsroom@OpenAINewsroom精选AI 评分6868推荐理由:原文给出事件经过、FBI 处理结果和数据安全排查结论,读者可以据此了解该安全事件的完整脉络。
Artificial Analysis@ArtificialAnlysAI 评分6161Artificial Analysis 在其平台上发布各模型端点的缓存命中率和按供应商划分的 Cost per Task 数据。


