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NO. 019

GPT-6 Astra Pro 上线多智能体并行

#TWEET_DIGEST X (Twitter) 2026.10.18
推荐指数 67.0 NO. 019 · 2026.10.18
推文41点赞270,473转发43,979Tweets41

OpenAI 升级 GPT-6 Astra Pro,支持多智能体并行处理复杂任务,用户可实时追踪各智能体进度。这是 ChatGPT 从对话工具向协作工作流平台的关键跃迁,直接影响 AI 工程团队的自动化架构设计。

多智能体并行不是新概念,但 OpenAI 把它塞进 ChatGPT 的交互层意味着两件事:一是 Anthropic 的 Computer Use 和 Google 的 Deep Research 被迫要跟进出原生多智能体 UI,二是独立多智能体框架如 CrewAI、AutoGen 的差异化空间被压缩。Sama 同步夸特斯拉 Roadster 也值得玩味——OpenAI 和 xAI 的关系正在从竞争转向某种默契分工,做 AI 基础设施的团队需要重新评估是否要把 OpenAI API 和 xAI Grok 当作同一生态的两端来设计 fallback 策略。Meta 这边 Muse Spark Open 主打 coding 和 agentic,明显是冲着接管开发者工作流去的,Llama 系列的定位正在从'开源标杆'转向'Meta 生态入口'。

@ylecun Likes 100.0k Reposts 22.2k

RT @Ally_Sammarco: If there’s one photo to sum up the Trump era, this is it. https://t.co/dtGaSCImG6

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@sama Likes 63.1k Reposts 1.8k

Wow the new roadster looks quite amazing, good job @elonmusk

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@demishassabis Likes 15.0k Reposts 1.3k

RT @antigravity: We’re rolling out Gemini 4 Argon in Antigravity to paid Google AI Pro subscribers today. Demand has been incredible and we…

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@ylecun Likes 11.5k Reposts 1.2k

RT @AIatMeta: Today we’re releasing Muse Spark Open, the most capable US open-weight model to date. Built for coding and agentic work, it…

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@OpenAI Likes 11.2k Reposts 593

GPT-6 Astra Pro in ChatGPT got an upgrade with faster responses and improved use of plugins and tools. And now, multiple agents can tackle different parts of a task in parallel. You can follow each agent’s progress and open completed tasks to review their work. Now available to Pro users in the Chat tab.

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@sama Likes 10.3k Reposts 451

The back of the Navier-Stokes milestone shirt is the last line of the chain-of-thought from the solution: https://t.co/W7mK8WmCz1

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@demishassabis Likes 9.2k Reposts 1.1k

RT @sundarpichai: Some magical progress towards "magic state" in quantum! Our @GoogleQuantumAI team has demonstrated "magic state cultivat…

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@ylecun Likes 9.1k Reposts 4.2k

RT @Oct7NeverForget: 🚨 Elon Musk has finally complied with the demands and provided the list of shareholders of X Holding Corp who helped p…

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@ylecun Likes 4.8k Reposts 2.7k

RT @SteveRattner: Trump says we’re building “more factories and plants right now than at any time in our history.” Factory construction hi…

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@ylecun Likes 4.5k Reposts 2.4k

RT @SteveRattner: Trump says he brought in “$21 trillion” of investment vs. “less than $1 trillion” under Biden. Actual business investme…

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@ylecun Likes 3.7k Reposts 740

RT @arthurmensch: Should Europe leave frontier AI to the Americans and the Chinese? The idea has gained ground in Europe. It is a fundamen…

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@ylecun Likes 3.7k Reposts 1.5k

RT @NewYorker: “At a time when Donald Trump’s party is struggling to hold both houses of Congress and his own approval ratings are craterin…

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@sama Likes 3.5k Reposts 136

Very happy to see this from Nick!

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@OpenAI Likes 3.2k Reposts 296

We're expanding access to GPT-Rosalind for academic research. The new Rosalind Academic Plan helps scientific labs bring AI into the work of understanding biology, exploring ideas, and deciding what to test next—with sponsored access for eligible labs at U.S. universities. Academic research starts with questions whose impact may take years to impact human health.

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@demishassabis Likes 2.1k Reposts 112

RT @_mohansolo: Lots of excitement for Argon and Gemini this week on Antigravity. Resetting Argon and Gemini model quotas for everyone. K…

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@ylecun Likes 1.9k Reposts 795

RT @yarotrof: Reuters: The order to throttle Starshield/Starlink for Ukraine came from the White House. https://t.co/S6neiduJy9

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@ylecun Likes 1.7k Reposts 122

RT @ylecun: @elonmusk Okay, so it's just compressed air. Easier. But crappy specific impulse (less than 50 seconds). Even assuming that 5…

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@ylecun Likes 1.6k Reposts 558

RT @rglucks1: Cette élection présidentielle sera marquée par des ingérences russes permanentes et massives. L’enjeu est trop important pou…

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@demishassabis Likes 1.5k Reposts 108

RT @arcprize: Gemini 4 Argon from @Google on ARC-AGI (Verified): - ARC-AGI-3: 97.5%, $4.8K (provider adapter harness), 49.8%, $5.8K (stand…

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@OpenAI Likes 1.4k Reposts 57

RT @OpenAIDevs: Put your dot on call. Ali, an engineer at OpenAI, used his dot to triage an on-call incident at 3am. His dot investigated…

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@ylecun Likes 1.2k Reposts 563

RT @SteveRattner: Trump says gas prices are “lower than when Biden was president.” Gas today is $4.35. Under Biden, it averaged $3.46 and…

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@DrJimFan Likes 1.0k Reposts 148

We are open-sourcing V1.0 of our agentic robotics framework, ASPIRE, with full real robot skill discovery and self improvement capabilities! On the day Astra arrived, our lab switched the backend model and saturated all the benchmarks to ~99% over night. And the frontier is already on the move: - Opus 5.5 slightly edges out Astra on our robot simulation bench. - Sonnet 5.5 hits the Pareto frontier of cost vs. robot capability, $12/task. We first introduced ASPIRE and /robot skill library in June, way before the big models could reliably do robotics. A rising frontier tide lifts all boats, but Astra was a 0->1 tsunami on many tasks. Now you can also feel the Physical Bitter Lesson at home like we did on that fateful day ;) links in thread

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@ylecun Likes 833 Reposts 177

RT @euinc_petition: Europe’s founders need a European standard to compete globally from day one. Europe’s leaders committed to delivering…

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@demishassabis Likes 801 Reposts 38

RT @OfficialLoganK: We are hosting our first "Bench Summit" to bring together people excited about pushing the frontier of benchmarking, mo…

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@demishassabis Likes 691 Reposts 44

RT @ai_for_success: 11 hours with Gemini 4 Argon, Google literally cooked with Gemini Argon. 🔥 it's insane for building 3D stuff. A full As…

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@demishassabis Likes 674 Reposts 70

RT @GoogleDeepMind: Together with scientists around the world, our models and tools are helping make disease more detectable, treatable, an…

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@ylecun Likes 435 Reposts 200

RT @SteveRattner: Trump says drug prices are down 300–700% and Americans pay “the lowest drug prices” in the world. Prescription drug pric…

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@ylecun Likes 303 Reposts 178

RT @KenRoth: "The International Criminal Court is where victims of the gravest crimes—from Gaza to Ukraine to the Philippines—can turn when…

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@ylecun Likes 163 Reposts 38

RT @PessimistsArc: The year is 1897, horseless carriages are denied permission to be on roads by Washington D.C. The year is 2026, people…

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@ylecun Likes 149 Reposts 46

RT @tomfriedman: Trump’s Democracy-for-Diesel Deal Shames Us All https://t.co/FfAswtO9Xu

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@svpino Likes 137 Reposts 10

Choosing hotels based on reviews, using Jev to classify thousands of reviews quickly. This is only possible thanks to Jev. https://t.co/REt00lQnUj

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@svpino Likes 134 Reposts 11

We will build more software. We will need more software engineers. Technological improvements that increase the efficiency of a resource actually lead to a rise, rather than a fall, in the total consumption of that resource.

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@svpino Likes 109 Reposts 30

It took me quite a while to get all of the paperwork for my LLC. But that was a long time ago. You can now get an LLC and a business bank account in a single session: 1. Enter your company name, state, owner details, and addresses 2. Rho files your LLC paperwork and submits your application for your federal tax ID 3. Your formation documents flow directly into your Rho account application 4. Once your tax ID arrives and your account is approved, you can move money and use cards, invoicing, and bill pay

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@svpino Likes 109 Reposts 7

This app will help you generate videos with AI, but it does something really interesting: It will keep a record of every contribution you make. ← This is important! 1. It helps you generate and edit videos. 2. It checks for potential IP issues, scanning for recognizable logos, brands, and characters. 3. It keeps track of human creative decisions and changes and separates them from everything AI does. That gives you evidence of what you contributed to the finished work, which can help support a copyright claim.

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@svpino Likes 107 Reposts 13

You can show this model an image or a video, and it will answer any questions about it. It goes way beyond what frontier models can do. For example, Glimpse can tell you how objects in an image relate to each other, or how an action changes over time in a video. Robotic teams would kill for these capabilities!

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@svpino Likes 91 Reposts 3

This is the end of stock images as we know it. This will let you edit stock images before downloading them: • Change their background • Remove objects • Adjust lighting • Extend the image to a different layout https://t.co/EaAyLg1VZk

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@ylecun Likes 87 Reposts 14

RT @NYUDataScience: World models can fail when the world changes. That's why CDS PhD student Ying Wang (@yingwww_), CDS founding director…

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@svpino Likes 85 Reposts 3

Nobody likes killer-looking robots, but everyone loves these. The difference is huge. These guys spun off from Boston Dynamics and are now building real-life creatures that move around. I couldn't find many details on how they train these characters, but I read that they use reinforcement learning to teach them to move like living characters, focusing on emotions, expressions, and interactions.

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@ylecun Likes 80 Reposts 27

RT @KenRoth: Trump calls Ukraine's attacks on Russia's oil refineries a "disgrace," even though they deprive the Kremlin of financing for i…

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@ylecun Likes 68 Reposts 20

RT @DrTechlash: My new investigation maps nearly $3 BILLION in historical and projected funding behind the AI existential-risk ecosystem. h…

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@svpino Likes 52 Reposts 2

I built a simple agent to handle refunds. It didn't work. Let me show you how I messed this up and how I fixed it. https://t.co/bumC8QS594

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