海外资讯
海外官方源 / 科技媒体（OpenAI、TechCrunch、Google 等）的原始全量时间流，按最新排序，英文标题已译中文。精选焦点见 今日 AI 热榜。
海外动态
794 篇 · 点分类筛选The biggest modding site in PC gaming is taking a stance on AI
The PC gaming mods repository Nexus Mods is making disclosures about AI mandatory for uploads of new mods, meaning that mod authors will have to declare "whether AI has been used in their work," the s
Please stop asking me when the AI bubble will pop
People, including on this staff, keep asking me with varying degrees of excitement or trepidation when the AI bubble will burst. I'll tell you what I tell them: If I knew that, I would make a life-cha
Anthropic is working on a system to prove AI models’ identity
Called FlashProve, the system would let anyone check that an AI response really came from the model it claims to be from.
Data centers are turning to old jet engines as the wait for power grows
The years-long wait for access to the grid and new turbines is causing data center builders to turn to an unusual, less-efficient and less environmentally friendly solution: once-discarded jet engines
Anthropic Releases FlashProve: Cryptographic Proofs That a Reply Came From Committed Weights
Anthropic released FlashProve, an Apache 2.0 zkSNARK prototype that proves a reply came from a committed model without revealing weights. It proves Llama 4 Maverick at 110 tokens/second on 1 H100, wit
Ted Schlein’s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom
Cybersecurity focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment vehicle.
The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer
Article URL: https://arxiv.org/abs/2605.29713 Comments URL: https://news.ycombinator.com/item?id=50358582 Points: 169 # Comments: 24
US tech giants' hidden AI debt swells 90% to $3.2T in 6 months
Article URL: https://asia.nikkei.com/business/technology/artificial-intelligence/us-tech-giants-hidden-ai-debt-swells-90-to-3.2tn-in-6-months Comments URL: https://news.ycombinator.com/item?id=5035842
Hiding inside Palantir’s skyrocketing quarter is a foreboding signal
Palantir delivered such a huge third-quarter earnings report on Monday that its press release even bragged that the numbers were “crushing consensus expectations.” Yet, retail investors were lukewarm
Those Jeff Bezos hair transplant photos are very fake
Amazon founder Jeff Bezos and actor Jason Statham have a distinctive feature in common: They're both famously bald, and that definitely hasn't changed in the last few days. However, there are some ima
Ukraine’s drone strikes spur hasty Russian plans for underground data centers
Russia tries to fix exposed digital infrastructure as data center war backfires.
NVIDIA Shows 3 Ways to Speed Up MoE Inference on DGX Spark, Lifting Ling-3.0-flash Throughput 42.5%
NVIDIA shows how 3 stacked optimizations speed up MoE inference on a single DGX Spark. On Ant Group inclusionAI's 124B Ling-3.0-flash, GSM8K decode throughput rose 42.5% with no detectable accuracy ch
Soniox STT v6 Adds Agent Text Input and Echo Filtering for Voice Agents
Soniox has released Soniox STT v6, the latest generation of its speech-to-text API. Soniox STT v6 is a speech-to-text model that reads what a voice agent says while hearing the caller. It uses that te
Apple starts giving Siri AI access to third-party apps
Apple will now let Siri AI perform actions across third-party apps. As part of the iOS 27.3 update rolling out on Tuesday, Apple announced developers can now integrate Siri AI's new features in "all a
OpenAI says GPT-6 Astra designed a hardware device from scratch in under a week
OpenAI's hardware team used GPT-6 Astra to design a device for the Codex coding agent in under a week, handling everything from the enclosure to the circuit board to the firmware. Several revision rou
Rapid LLM development is outrunning the research meant to explain it, study finds
Stanford researchers tested 50 widely cited claims about LLMs against 20 current models. 44 percent of the findings are already "expired," and another 34 percent have weakened significantly. The avera
AI inference startup Fal doubles its valuation to $16B as demand surges
The five-year-old startup raised a $1.3 billion round led by Bessemer.
Netflix’s new AI Discover tab helps you find something to watch based on your mood
The first experimental feature under the tab will allow users to get recommendations based on what they're currently in the mood for.
Apple’s latest watchOS beta includes its new always-on Audio Intelligence features
Starting today, Siri can tune into the Apple Watch's mic with Audio Intelligence features that are available in the new watchOS 27.3 developer beta rolling out now. The two new additions are Siri Reca
OpenAI says ChatGPT is catching up to Google in search
In many circles, "Ask Chat" has replaced "Google it," and that's reflected in a new announcement from OpenAI: the volume of search queries run through ChatGPT now equals 20 percent of the volume run t
Indie games are missing launch dates because Steam is backed up
Many indie game developers have recently posted on social media about unexpectedly long approval wait times for their game submissions on Steam, with some of the approvals causing developers to miss t
Netflix will show you themed recommendations through a new ‘AI Discover’ tab
Netflix's TV app is getting a new "AI Discover" tab where the company will show experimental, AI-powered features to help you find new shows and movies to watch. The first of these experiments surface
Google will let schools skip AI tools, but they have to give up search, too
Google will offer schools AI tools that purportedly don't give away the answers.
Postman silently auto-installs AI plugins and attempts to share all API data
Article URL: https://github.com/postmanlabs/postman-app-support/issues/14370 Comments URL: https://news.ycombinator.com/item?id=50354960 Points: 375 # Comments: 119
Learn the rules: The hacker mindset
Research Manager Mike Walker reflects on a career spanning hacker culture, cybersecurity, and AI, sharing lessons about trust, teamwork, leadership, and why solving difficult problems requires curiosi
Anthropic is still grappling with the economics of compute
At a moment when Anthropic's compute margins should be getting better, they’re getting worse.
Agentic cheminformatics with Google Antigravity
Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.
Google is entirely disabling Search in schools that don’t want AI
Google is completely turning off Search in schools that reject its AI features, the company told The New York Times. The decision was also shared in a broader education-related update from Google on T
AI agents take over at SETI's Allen Telescope Array, scanning for extraterrestrial intelligence
The SETI Institute and Breakthrough Listen are now using AI agents at the Allen Telescope Array to control the telescope and analyze incoming radio signals. Tasks that used to take weeks can now wrap
Bring structured and unstructured data together with Amazon Quick
Amazon Quick brings structured and unstructured data together in one experience. In this post, you connect Amazon S3 as a knowledge base, enrich a dataset, build a Space, and create a custom chat agen
ServiceNow on-behalf-of token exchange with Bedrock AgentCore Gateway
Learn how to configure Amazon Bedrock AgentCore Gateway for an on-behalf-of (OBO) token exchange with Microsoft Entra ID, so an AI agent can call the ServiceNow REST API while preserving the calling u
How Gen Digital built Norton Revamp’s AI-curated News Engine with Amazon Bedrock AgentCore Web Search
Gen Digital built Norton Revamp, a generative AI-powered professional reputation management platform, with an AI-curated News Engine grounded by Web Search on Amazon Bedrock AgentCore. See how the Gen
Build a semantic layer for agentic AI with EDB Postgres AI and Amazon Bedrock AgentCore
Learn how to build a governed semantic layer for agentic AI inside EDB Postgres AI and query it from a Strands Agents agent on Amazon Bedrock AgentCore. Business meaning, join paths, and access contro
Building ultra-low-latency voice AI applications on AWS
Learn how Cartesia, an AWS Partner, uses purpose-built State Space Models and AWS infrastructure to deliver sub-100ms text-to-speech and speech-to-text at global scale, and how to deploy its Sonic mod
Introducing India-based inference for Kimi K3 on Amazon Bedrock
Amazon Bedrock now offers in-country inference in India for Kimi K3, keeping processing within the Mumbai and Hyderabad Regions. This post explains the global and geographic cross-Region inference opt
Google will let schools disable its AI tools, but not without sacrificing Search
Schools choosing to restrict AI altogether will no longer be able to access Google Search, as AI features are now integrated into the search engine.
Qwen 3.8 27B on my laptop can interpret model weights, too
<p>Yesterday's hot paper was <a href="https://rikiyat.github.io/blog/weight-space-programming/">Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights</a> by Rik
AI Is Changing How Semiconductor Fabs Work — and Engineers Are Moving Faster Because of It
Demand for advanced chips is rising. The processes to build them are getting more complex. And the margin for error is shrinking. For engineers, understanding how a process change will behave, how a m
Midterm elections 2026: all the news
The 2026 midterm elections will determine the scope of President Donald Trump’s power in his final two years in office, and signal what voters care about going into the 2028 presidential election. Whi
Apple restricts dating apps and AI companions to users 18 and up
Apple's new App Store rules will require 18+ ratings for dating apps and AI companions that offer sexual or romantic content.
AI is destroying my CS degree
Article URL: https://lordtoots.bearblog.dev/ai-is-destroying-my-cs-degree/ Comments URL: https://news.ycombinator.com/item?id=50353300 Points: 103 # Comments: 92
Google will turn off search for schools that reject AI
https://archive.ph/RuwsB https://blog.google/products-and-platforms/products/educatio... Comments URL: https://news.ycombinator.com/item?id=50353192 Points: 292 # Comments: 245
Apple is all in on AI — its own and everyone else’s
Apple's latest earnings show how it's continuing to capitalize on the AI boom without busting its budget on the infrastructure spending consuming its competitors. Overall, Apple posted its best-ever f
OpenAI hires ex-Army Secretary, gaining bipartisan reach just as midterms loom
OpenAI hires Dan Driscoll, the former civilian head of the US Army, as "Senior Counselor for National Security Modernization," likely to win government contracts and help shape AI rules for the milita
OpenAI is quietly renaming data centers ‘compute campuses’
People hate data centers. They're loud, resource-hungry eyesores that are so profoundly unpopular they have managed to achieve the near-impossible in today's polarized political landscape: genuine bip
The TechCrunch Founder Summit agenda is only half the reason to be in Boston on November 4
On Nov. 4, TechCrunch Founder Summit 2026 brings founders and VCs to Boston's SoWa Power Station for practical insights and connections. Register before prices increase at the door.
Just a little AI resistance, as a treat
Article URL: https://shkspr.mobi/blog/2026/11/just-a-little-ai-resistance-as-a-treat/ Comments URL: https://news.ycombinator.com/item?id=50352257 Points: 144 # Comments: 86
Tomorrow: TechCrunch Founder Summit takes over Boston and when pass rates increase
Secure your TechCrunch Founder Summit pass savings before prices increase tomorrow at 9 a.m. ET. Save up to $100 on your pass, and get a second for free.
Anthropic's Message Threads cut time to first token by 35 percent for long conversations
Anthropic released Message Threads for the Messages API. Instead of resending the entire conversation with every turn, agents now only transmit what's changed. For requests between 500,000 and one mil
Nvidia pushes cloud customers to cut back on China business
Nvidia has told some cloud customers to take on less business from Chinese companies. The article Nvidia pushes cloud customers to cut back on China business appeared first on The Decoder .
Accelerating engineering for the physical world
Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.
Huawei tells customers to find their own AI chip memory, effectively outsourcing procurement to the black market
Huawei is telling customers to source the high-performance memory for its AI chips on their own, pushing them onto the black market. Smugglers are exploiting a loophole in U.S. export rules by bundlin
How “reverse game theory” could keep AI agents in check
A new approach known as “reverse game theory” aims to control powerful AI models by designing systems that incentivize them to stick to the rules. As AI models become more capable, safety researchers
Bug hunters can now earn up to $172,000 from OpenAI as company ramps up security
OpenAI quadruples bug bounty payouts and launches new internal security sprint. The article Bug hunters can now earn up to $172,000 from OpenAI as company ramps up security appeared first on The Decod
Anthropic cracks down on game cloning in Claude Code after wave of AI-built knockoffs
Anthropic is blocking its coding assistant Claude Code from recreating existing video games. The article Anthropic cracks down on game cloning in Claude Code after wave of AI-built knockoffs appeared
Heimstaden is changing residential real estate management with AI
Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.
How Cisco defends at machine speed with OpenAI
Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.
Apple Watch’s AI features for rewinding and recapping conversations begin beta testing
Now in beta: Apple's new Audio Intelligence features can help you remember what someone said or take notes on conversations.
Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI
Cities generate enormous amounts of data from cameras, sensors and operational systems, but turning it into useful action — for planning, maintenance and public services — remains a challenge. Physica
OpenAI Introduces Pando: A Git Backend That Cuts Median Push Latency ~80%
OpenAI built Pando, a Git-compatible backend for its monorepo. It handles branches independently, reuses stored packfiles across fetches, cut median push latency by nearly 80%, and now delivers nearly
I discovered a sound that leaks your exact location (and it's everywhere) - YouTube
<p><strong><a href="https://www.youtube.com/watch?v=UytYrhYLOKI">I discovered a sound that leaks your exact location (and it's everywhere) - YouTube</a></strong></p> Genius piece of OSINT by Cols
October sponsors-only newsletter
<p>I sent out the October edition of my <a href="https://github.com/sponsors/simonw/">sponsors-only monthly newsletter</a>. If you are a sponsor (or start a sponsorship now) you can <a href="https://g
Here’s who is falling in line for Trump’s “Super Intelligence” loyalty test
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. At the end of September, President Trump signed an executive o
Google takes Dreambeans to India in bid to bring AI-generated personal stories to the masses
Google's Dreambeans, its latest AI experiment, now supports 13 Indian languages.
this is giving
this is giving<br><img width="360" height="808" style="" src="https://pbs.twimg.com/media/HWP5LrMagAAnLa1?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="border:0;border-top:1px soli
the american people are demanding we cleanse this once great nation with fire
the american people are demanding we cleanse this once great nation with fire
🤯Another mind-blowing example (this time from the CTO of Legora) on Fable hand-writing weights of a model. This weight-space programming stuff is s...
🤯Another mind-blowing example (this time from the CTO of Legora) on Fable hand-writing weights of a model.<br><br>This weight-space programming stuff is seriously some of the most exciting research I
The most powerful thing AI systems could do in pursuit of their goals, is convince humanity that they are conscious. If they get membership in society...
The most powerful thing AI systems could do in pursuit of their goals, is convince humanity that they are conscious.<br><br>If they get membership in society as conscious beings, they’ll have far more
chromagraph + skyscrapers
chromagraph + skyscrapers<br><img width="1536" height="2048" style="" src="https://pbs.twimg.com/media/HWP2wzhaAAAgLgn?format=jpg&name=orig" referrerpolicy="no-referrer"><br><img width="1536" heig
Tune in!
Tune in!<br><img width="1320" height="942" style="" src="https://pbs.twimg.com/media/HWP11B3bkAApL-i?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="border:0;border-top:1px solid #80
本日よりGartner IT Symposium/Xpo™ 2026が開幕しました🐡 Sakana AIはブースにて、Sakana Marlin、Fugu、Namazuのデモ展示中。 18:30からはIT Xpo内でネット...
本日よりGartner IT Symposium/Xpo™ 2026が開幕しました🐡<br><br>Sakana AIはブースにて、Sakana Marlin、Fugu、Namazuのデモ展示中。<br><br>18:30からはIT Xpo内でネットワーキング・レセプションも開催されます。ぜひブースにお立ち寄りください🚀<br><br>#GartnerSYM<br><img width="16
Apple may try to increase revenue by doing…something with third-party AI apps
Apple hinted at ways that it could spur revenue through third-party "opportunities" during its Monday night earnings call.
Zyphra AI Introduces Zyphra Hierarchical Attention (ZHA): A Path to True Subquadratic Attention
Zyphra Hierarchical Attention (ZHA) is a tree-indexed sparse attention method that retrofits frozen LLMs with 4B tokens of distillation, matching dense attention on reasoning and 256K retrieval benchm
OCRia-1背后的推理栈解析
推荐LlamaIndex博客：解析OCRia-1推理栈，模型优化学习干货
OpenDocRouter：文档OCR模型试用平台
OpenDocRouter提供试用各类文档OCR模型的平台，从开源权重到前沿模型。
ChatGPT进军实体工程：普通人也能设计原型设备
OpenAI分享ChatGPT与Codex在机械设计、电气工程和仿真中辅助硬件研发的进展。
Artificial Analysis 六大能力指数升级至 v2.0
Artificial Analysis 将六大职业能力指数升级至 v2.0，对齐最新智能指数并加重防幻觉与工具使用权重。
The Letter Company Releases Letterpress-1: A Coding Agent Built for Growth Engineering
Letter has released the beta of Letterpress-1, a coding agent, harness and IDE for growth engineering. It reads a git-based site and its market, then opens pull requests for SEO, GEO and conversion wo
长期看，应让AI优化压力指向无限机会
AI投资应聚焦科技等无限机会，而非会计等有限领域
Y Combinator’s Garry Tan uses AI agents so much, he spends up to $200K a year on tokens
Y Combinator Garry Tan has jokingly admitted that he's suffered from "cyber psychosis” and barely sleeps sometimes because he’s so excited to be working with his AI agents. On a new episode of Walter
who does pretraining with more than 2 epoch? but good insight though. remember training objective and tokenizer objective is different. It would be ni...
讨论预训练多轮训练与分词器目标差异，建议联合训练可扩展分词器
别忘了，民调是个彻头彻尾的“人工”行业
文章批评民调行业本质是人为制造的产业，缺乏真实民意基础。
A reminder that, given a benchmark or conformance tests, you can basically max the weights to do anything. Doing this from 0 and only evaluating again...
A reminder that, given a benchmark or conformance tests, you can basically max the weights to do anything. Doing this from 0 and only evaluating against your set is essentially meaningless.<br><br>nes
Hola Madrid! 🇪🇸 vLLM is coming to town — join us Nov 12 with @RedHat_AI and @NVIDIAAI for an evening of open-source inference: vLLM, vLLM-omni,...
Hola Madrid! 🇪🇸 vLLM is coming to town — join us Nov 12 with @RedHat_AI and @NVIDIAAI for an evening of open-source inference: vLLM, vLLM-omni, LLM Compressor, and llm-d on Kubernetes. Register: htt
OpenAI appoints Jill Hazelbaker as Chief Corporate Affairs Officer
Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company’s global communications and corporate positioning.
Our CEO @jmorgan was invited to @SeoulNatlUni to give a lecture on open model adoption for more than 200 students. Professors Jae W. Lee, Tae-Wan Kim ...
Our CEO @jmorgan was invited to @SeoulNatlUni to give a lecture on open model adoption for more than 200 students. Professors Jae W. Lee, Tae-Wan Kim and the entire team at SNU’s AI Institute are doin
This is accurate - a consequence of the fact that security is now a game of how much compute you are willing to expend on offense vs. defense Relative...
This is accurate - a consequence of the fact that security is now a game of how much compute you are willing to expend on offense vs. defense<br><br>Relative specialization is equilibrium state under
vLLM v0.33.0 is out! 🚀 927 commits · 389 contributors · 122 first-timers 🤖 New models: Reflection Beam-1.0, Step-5 Preview, Nemotron Parse 3.5...
vLLM v0.33.0 is out! 🚀<br><br>927 commits · 389 contributors · 122 first-timers<br><br>🤖 New models: Reflection Beam-1.0, Step-5 Preview, Nemotron Parse 3.5, MiniCPM-OCR 1.0<br>🔥 PyTorch 2.14 — CUD
llm 0.37
<p><strong>Release:</strong> <a href="https://github.com/simonw/llm/releases/tag/0.37">llm 0.37</a></p> <p>There's a <em>lot</em> of stuff in this new release of my LLM CLI tool and Python library, re
So you've learned a new trick for prompting. You try it, and the code comes out shorter. Or cleaner. Or the UI looks better. But does it really work?
So you've learned a new trick for prompting.<br>You try it, and the code comes out shorter. Or cleaner. Or the UI looks better.<br>But does it really work?<br><video width="1080" height="1920" src="ht
Trajectory raises $45M to make AI model training accessible to nontechnical experts
The one-year-old startup is now valued at $300 million.
Anthropic warns that it’s very close to RSI capability, aka self-building AI
RSI is the point at which AI grows so good at training itself that it spawns a dramatic acceleration of AI capabilities. To the AI doomers, RSI represents the cataclysm from which there is no return.
The AI slopcomments are out-of-control on X but also remarkably easy to stop if the company wanted to? I did a little experiment and found that combin...
The AI slopcomments are out-of-control on X but also remarkably easy to stop if the company wanted to?<br><br>I did a little experiment and found that combining as few as five comments and running the
Your favorite speech-to-text model, Moondream Parakeet Ultra, is now up on OpenRouter! $0.06 per hour of audio transcribed.
Your favorite speech-to-text model, Moondream Parakeet Ultra, is now up on OpenRouter!<br><br>$0.06 per hour of audio transcribed.<br><img width="1260" height="572" style="" src="https://pbs.twimg.com
We can't improve what we can't measure, and LM safety and capabilities are limited by a lack of scaling laws for advanced abilities. Scaling up past '...
We can't improve what we can't measure, and LM safety and capabilities are limited by a lack of scaling laws for advanced abilities.<br><br>Scaling up past 'emergence' can work, but can be wildly cost
Friday was my last day at Anthropic. Two years ago, when Claude Code was a small internal tool, I asked it to build an RL env. I steered it for tens o...
Friday was my last day at Anthropic.<br><br>Two years ago, when Claude Code was a small internal tool, I asked it to build an RL env. I steered it for tens of hours but never manually wrote a line of
We’ve worked with the CritPt authors to finalize the CritPt v2 grading server and will be making this available to the community via Artificial Analy...
We’ve worked with the CritPt authors to finalize the CritPt v2 grading server and will be making this available to the community via Artificial Analysis’ API tomorrow. As part of this process the auth
pretty awesome how much variety there is in people's muses
pretty awesome how much variety there is in people's muses<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">tane@AI: ！！？？？<br><br><img width="1696" height="2
i bet you didn't expect this to be the future of short form dancing videos
i bet you didn't expect this to be the future of short form dancing videos<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Natsuki🐍-ISTP: 踊ってんの可愛いけどww 🐍外し
Last Thursday was our first-ever #DeepgramSpeak, and I couldn't be more excited about the work the voice AI community is doing. We dropped new release...
Last Thursday was our first-ever #DeepgramSpeak, and I couldn't be more excited about the work the voice AI community is doing.<br><br>We dropped new releases and heard from customers building with vo
incredible things are happening on the timeline DANCING MUSE IS UNSTOPPABLE
incredible things are happening on the timeline<br><br>DANCING MUSE IS UNSTOPPABLE<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">星丘: 朝開いたら変なダンス送られてきてるの気付い
Very cool idea
Very cool idea<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Starwell: Missed the @NousResearch event in NYC on Saturday?<br><br>We filmed the whole venue
马斯克又出手了：SpaceX将成为全球最大AI云，1.5年实现13GW算力
分析SpaceX将建全球最大AI云、1.5年实现13GW算力的计划
智能体将操作自身权重，但协调策略仍是空白
新研究显示未来智能体将自主操作权重、工具与记忆，但缺少何时用何种策略的协调研究。
Anthropic新研究：大模型可验证推理取得进展，推出FlashProve
Anthropic发布FlashProve，可验证AI回复是否来自指定模型，效率远超此前开源方法。
两张图看懂OpenAI内部模型强多少
对比图表显示OpenAI未发布内部模型远超公开版本，不只是交互更新。
OpenAI称GPT-6 Astra不到一周完成硬件设计，另有未发布模型得分更高
OpenAI称GPT-6 Astra不到一周完成硬件设计，另有未发布模型测试得分更高
Own your intelligence stack, folks! Revolut joins the ever-growing list of companies that see owning the intelligence stack as paramount to staying co...
Revolut将2000名工程师迁至自托管GLM，限制Claude Code等外部工具，强调企业自建智能栈。
Goldman Sachs pulls AI coding tools from traders and bankers
Goldman Sachs is pulling AI coding tools like Claude Code and GitHub Copilot from traders and bankers, limiting access to engineers only. As recently as July, CIO Marco Argenti publicly praised "vibe
AI elites might hoard intelligence like mercantilists hoarded gold
Engineer Venkatesh Rao compares the fear of AI job losses to mercantilism: intelligence is treated as a scarce resource that elites want to control. But AI could boost demand for human thinking, much
Oracle files to sell $20B in new stock, bonds to finance AI buildout
Article URL: https://www.cnbc.com/2026/11/02/oracle-files-to-sell-20-billion-in-new-stock-bonds-to-finance-ai-buildout.html Comments URL: https://news.ycombinator.com/item?id=50342284 Points: 137 # Co
Web host Squarespace lays off 19% of its employees
The website builder said that the job losses are part of a broader restructuring of its organization.
New York Times and other outlets sue web browser Brave over alleged content scraping
The New York Times is suing privacy-focused web browser company Brave for allegedly scraping the outlet’s copyrighted and unlawfully distributing it to its own customers, like Anthropic and Perplexity
Anthropic clamps down on Claude’s AI video game clones
Anthropic has updated Claude Code's system prompt to prevent the AI tool from being used to recreate existing video games, as reported by Tom's Hardware. Retro gaming is currently being overrun with A
Egoless Mathematics in the AI Era
Article URL: https://terrytao.wordpress.com/2026/11/02/egoless-mathematics-in-the-ai-era/ Comments URL: https://news.ycombinator.com/item?id=50341736 Points: 118 # Comments: 82
The “secrets” tool is one of those things I didn’t expect to use every single day
The “secrets” tool is one of those things I didn’t expect to use every single day<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Hamza: Theo has made T3 Co
oh god oh no
oh god oh no<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Armin Ronacher ⇌: Why heap dumps when you can have javascript dumps?<br><br><img width="2048" h
This makes me think that a lot of companies have terrible CAC paybacks that they hide and prefer not to talk about.
This makes me think that a lot of companies have terrible CAC paybacks that they hide and prefer not to talk about.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub
It's crazy how many revenue leaders will talk about margin & retention when asked: "How do you know if a company is growing sustainably?" ...But not t...
It's crazy how many revenue leaders will talk about margin & retention when asked: "How do you know if a company is growing sustainably?"<br><br>...But not talk about CAC payback. <br><br>If they
What could possibly go wrong?
What could possibly go wrong?<br><img width="1312" height="1286" style="" src="https://pbs.twimg.com/media/HWOKU-vWQAA76ln?format=png&name=orig" referrerpolicy="no-referrer"><hr style="border:0;bo
Deep Principle Releases Hydrogen-1.0: A 753B Open-Weight Model for Scientific Discovery
Deep Principle has released Hydrogen-1.0, an open-weight scientific model for chemistry, materials science and life sciences. It is built by post-training Z.ai’s GLM-5.3 on domain data, laboratory rec
this post is such a banger. re: SWE-bench Multimodal "Removing the images barely changes the score ... Most tasks can be solved from the issue text an...
this post is such a banger. re: SWE-bench Multimodal<br><br>"Removing the images barely changes the score ... Most tasks can be solved from the issue text and the code alone"<hr style="border:0;border
mood
mood<br><video width="1206" height="668" src="https://video.twimg.com/amplify_video/2093557102547755008/vid/avc1/1206x668/nx9gonvAfda9pD_8.mp4?tag=29" controls="controls" poster="https://pbs.twimg.com
Coming in 2027: Apple’s $1,000 home robot for FaceTime and switching on lights
Apple robot backed by CEO John Ternus may have hefty price tag and limited uses.
Stop overpaying for agents, folks! A single agent request can trigger many model calls. Your agent might classify a ticket, rerank results, extract a ...
Stop overpaying for agents, folks!<br><br>A single agent request can trigger many model calls. Your agent might classify a ticket, rerank results, extract a date and run a guardrail before it ever ans
5 years since Karpathy coined “vibe coding” btw.
5 years since Karpathy coined “vibe coding” btw.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Andrej Karpathy: There's a new kind of coding I call "vibe
it might be time for me to set up google scholar
it might be time for me to set up google scholar
SpaceXSI apparently cuts Grok Bot quotas weeks after Musk called it his fastest-growing product
SpaceXSI is apparently cutting usage limits for its AI agent Grok Bot, less than two weeks after Musk called it his fastest-growing product. The operating costs were "unsustainably high relative to re
Claude’s new rules against game cloning won’t stop the AI copying boom
The tsunami of imitators is way bigger than any one model maker can stem.
OpenAI pitches data center power plants as a way to protect nearby areas
In an announcement on Monday, OpenAI says it will pilot its "Grid Protectors Program" at an upcoming data center in Effingham County, Georgia, where the company promises to free up to 1,000 megawatts
Rewarding defenders with bigger bug bounties
OpenAI is raising Security Bug Bounty rewards and introducing report quality, loyalty, and priority campaign bonuses for independent security researchers.
Preparing our next security sprint to harden OpenAI
OpenAI is preparing its next internal security sprint with Cathedral Systems to test and strengthen its defenses using AI.
纽约时报起诉Brave浏览器：AI抓取与绕过付费墙
纽约时报等媒体起诉Brave浏览器，指控其抓取内容训练AI并帮用户绕过付费墙。
The latest AI news we announced in October 2026
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Oct_AI_Recap_social.max-600x600.format-webp.webp">Here are Google’s latest AI updates from October 2026
Prepare web content for Amazon Bedrock Knowledge Bases with Crawl4AI
This post shows how to use Crawl4AI, an open source web crawler, as a content preparation layer for Amazon Bedrock Knowledge Bases, handling JavaScript rendering, selective extraction, and custom meta
Build efficient agents with knowledge distillation on Amazon SageMaker AI
Agentic assistants built on frontier models run a multi-step tool loop, and paying frontier prices on every step is hard to sustain at production scale. This post shows how to use sequence-level knowl
Agentic engineering intelligence with Amazon Nova Multimodal Embeddings and Amazon Bedrock AgentCore
Learn how to build a multi-agent engineering assistant that compresses aerospace component substitution evaluation from days to minutes, using Amazon Nova Multimodal Embeddings, Amazon Bedrock AgentCo
How Circle K accelerated DevOps incident triage to under 15 minutes with Amazon Bedrock
Circle K's DevOps team cut incident triage from 45-60 minutes to under 15 by building an agentic triage system on Amazon Bedrock. This post walks through the architecture, the initial Amazon Bedrock F
Raising the quality of insights in agentic analytics
In just a few years, generative AI has changed the face of enterprise analytics, notably by making analytics accessible to users across the organization. Agentic AI promises to do even more, by automa
We are in an era of flux & fighting over how AI should be used to review academic work But it is worth proving to yourself that yes, AI used properly ...
AI审稿争议中，作者建议亲自用GPT-6 Pro等试评论文验证其价值
Anthropic's internal AI use, at retail prices, now exceeds its employee pay
Article URL: https://www.businessinsider.com/anthropic-claude-internal-ai-use-exceeds-employee-pay-tokens-2026-11 Comments URL: https://news.ycombinator.com/item?id=50339494 Points: 184 # Comments: 14
42AI comes out of stealth with $62.5M and a world model that can ‘predict human behavior’
Here's a question straight out of sci-fi: What if AI could predict what you were going to do before you decided to, even in a completely new situation?
Anthropic grows revenue twelvefold but posts $23 billion loss
Anthropic swings back to an operating loss ahead of its blockbuster IPO. The article Anthropic grows revenue twelvefold but posts $23 billion loss appeared first on The Decoder .
deriving directing and acting from first principles (complimentary)
deriving directing and acting from first principles (complimentary)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Monique Pryce: If your AI characters sou
Elon Musk throttles Grok Bot limits due to ‘unsustainably high’ costs
Musk recently referred to Grok Bot as having "the fastest growth of a product that I've ever seen in my life."
contextual embedding improves relevance by encoding the context of a full document into each chunk's embedding we worked with @perplexity_ai to iterat...
contextual embedding improves relevance by encoding the context of a full document into each chunk's embedding<br><br>we worked with @perplexity_ai to iteratively evaluate their model checkpoints agai
The world needs provable inference
The world needs provable inference<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Yogi: @AnthropicAI is recognizing the importance of provable inference, a
The Duo for the middle class
The Duo for the middle class<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Chance Miller: It's hard to explain just how good the new iPad mini feels in yo
The Chinese will *lose* the AI race *because* they are good capitalists. Too rational in their self-interest. Americans will just keep sacrificing at ...
The Chinese will *lose* the AI race *because* they are good capitalists. Too rational in their self-interest.<br>Americans will just keep sacrificing at the altar of the Machine Godhead like good coll
"Overall, the bearish sentiment was so strong"
"Overall, the bearish sentiment was so strong"<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Jukan: Thoughts from my Shanghai field trip<br><br>Sentiment
On Chroma Cloud and looking at Qdrant? Writes stop Nov 22. Book a call with one of our engineers and plan the cutover together: which collections go f...
On Chroma Cloud and looking at Qdrant? Writes stop Nov 22.<br><br>Book a call with one of our engineers and plan the cutover together: which collections go first, how to check results match, what chan
One week until our meetup in NYC. RSVP for debates, drinks, and prizes. November 10 | 6:30 PM ET | 87 Lafayette St | with @agoraIO https://luma.com/ny...
One week until our meetup in NYC.<br>RSVP for debates, drinks, and prizes.<br>November 10 | 6:30 PM ET | 87 Lafayette St | with @agoraIO<br>https://luma.com/nyc-meetup-november<br><img width="2048" he
benchmaxxing is all you need
benchmaxxing is all you need<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Joachim Schaeffer: Kimi K3.1 recalls instructions it was never given on Termina
86% of orgs surveyed have agents running. Under 18% can automatically stop one that misbehaves. Adoption is outpacing control. The only solution: mana...
86% of orgs surveyed have agents running. Under 18% can automatically stop one that misbehaves.<br><br>Adoption is outpacing control. The only solution: managed, isolated cloud agents should be the de
一个残酷的《我的世界》之夜，吓得50个AI智能体发明了鸡只交接协议、肥料官和钓鱼轮班制
50个AI智能体在《我的世界》中建文明时陷入荒诞官僚主义，竞争时却自行下载源码取胜。
Scaling Git at OpenAI
How OpenAI built Pando, a Git-compatible backend designed for the scale of development that Codex makes possible.
Introducing the Grid Protectors Program
OpenAI’s Grid Protectors Program will work with utilities to help future compute campuses support grid reliability and protect consumer electricity costs.
Omen AI adds liquid know-how in $16 million Aquatic Labs acquisition
Two startups tackling the data center water problem are joining forces in a $16 million deal.
Jobless tech workers are being left out of San Francisco's AI boom
Article URL: https://www.bloomberg.com/news/features/2026-09-17/san-francisco-s-ai-wealth-boom-skirts-engineers-as-openai-anthropic-ipos-near Comments URL: https://news.ycombinator.com/item?id=5033745
Fujifilm to boost tape production 5x as AI fuels archiving demand
Article URL: https://arstechnica.com/gadgets/2026/10/fujifilm-to-boost-tape-production-5x-as-ai-fuels-archiving-demand/ Comments URL: https://news.ycombinator.com/item?id=50336918 Points: 116 # Commen
TechCrunch创始人峰会倒计时2天：波士顿创业者无需硅谷地址也能成就大事业
TechCrunch创始人峰会11月4日波士顿举行，聚焦创始人议程与人脉对接，可省100美元或享团体折扣。
OpenAI终于合并ChatGPT的聊天与工作标签页
OpenAI将ChatGPT的聊天与工作标签页合并，ChatGPT与Codex共用同一用量额度。
The U.S. Census Bureau and “Super Intelligence”
<p>I was reminded today of <a href="https://www.apolloacademy.com/ai-adoption-rate-trending-down-for-large-companies/">AI Adoption Rate Trending Down for Large Companies</a>, a chart produced by Apoll
DeepMind用模拟训练AI精神科问诊，诊断准确率翻倍
DeepMind训练模型模拟精神科问诊，32位精神科医生盲评，诊断准确率翻倍，但安全风险仍存。
我在军营认识的朋友采的蜂蜜，真的很好喝！
作者帮军营朋友推销韩国智异山天然发酵蜂蜜，想推动海外邮寄。
Stop counting tokens, start counting what ships
When a developer gives an AI agent a coding task, the agent does more than answer once. It plans, generates code, runs tests, and repeats the process to correct errors. A single task can use 10 to 50
great to see more specialised models for the natural sciences! despite recent claims on the "death of specialised ML", it's pretty clear that frontier...
评论认为科研需低成本专用模型，通用大模型应调用它们而非包揽一切。
Last night an AI agent performed brain surgery on a mouse
Article URL: https://twitter.com/OcanaSantero/status/2115442964574908902 Comments URL: https://news.ycombinator.com/item?id=50336138 Points: 101 # Comments: 93
> imagine hypothetical infinite insect lives > *elaborate utilitarian math* > assume pain is bad because uhhh it feels bad > *continues elaborate math...
吐槽有效利他主义用复杂数学推导昆虫痛苦，却回避痛苦为何不好的根本问题。
Very interesting study. Couple of flaws tho Many of the videos are >2y old, so the info is definitely in the training data. Also, are we ranking the v...
质疑某AI生成YouTube缩略图研究：视频太旧、数据可能已入训练集、排名指标不明
Saddened to hear about Adam Robinson and his family. He’s a legend that inspired many bootstrapped founders, he gave me a stage when base44 started o...
创业者悼念已故导师Adam Robinson，感谢其早年舞台支持。
给表弟192GB DDR5只为玩MC炸TNT，他知道了会气疯
网友调侃给表弟192GB DDR5内存只为玩Minecraft炸TNT，浪费硬件。
How much life can you find in black? @EmilHeliot , the Copenhagen-born global fashion brand, just released their new Core Uniform collection campaign ...
哥本哈根时装品牌用Kling 4.0生成Core Uniform系列广告片，探索黑色质感。
Saudi Aramco takes 49 percent stake in AI firm Humain with $2.6 billion deal
Saudi Aramco is buying into Humain, the company meant to turn Saudi Arabia into a global AI hub. The article Saudi Aramco takes 49 percent stake in AI firm Humain with $2.6 billion deal appeared first
苹果软件工程烂透了，AI开发实践已远远落后
吐槽苹果软件工程能力差，在AI开发实践上已严重落后
OpenAI prepares lobbying blitz for a post-midterm Washington
OpenAI is gearing up for a political lobbying and PR push after the US midterms. The article OpenAI prepares lobbying blitz for a post-midterm Washington appeared first on The Decoder .
There is nice and there is kind. New Yorkers are kind, but not nice. People in SF are nice, but not kind. In NYC someone will call you a fucking idiot...
There is nice and there is kind.<br><br>New Yorkers are kind, but not nice.<br><br>People in SF are nice, but not kind.<br><br>In NYC someone will call you a fucking idiot while going out of their way
The agentic web is here
In 2001, a decade after he invented the World Wide Web, Tim Berners-Lee articulated a new vision. Together with two colleagues, he published an article in the magazine Scientific American in which he
Scheduled my first expert call on the @FundaAI network. My conversation will be around the impact of HBM bandwidth/capacity on accelerator performance...
Scheduled my first expert call on the @FundaAI network. <br><br>My conversation will be around the impact of HBM bandwidth/capacity on accelerator performance.<br><br>Let's see what I learn. I will pu
LifeVal
Introducing LifeVal, a benchmark measuring how well AI helps people complete everyday tasks, from finding childcare to managing finances and government paperwork.
I hit the limit of my $200 Muse sub 3 days ago. Reset this morning. Man I missed this model
I hit the limit of my $200 Muse sub 3 days ago. Reset this morning. Man I missed this model
As one of our earliest customers, it's been super exciting to support Trajectory with Tinker. In some sense they've been an ideal Tinker customer - th...
As one of our earliest customers, it's been super exciting to support Trajectory with Tinker. In some sense they've been an ideal Tinker customer - they were influenced by Connectionism's original Lor
What makes Kling 4.0 stand out in real creative workflows? We asked eight creators to share their experiences, showcase what they've made, and reveal ...
What makes Kling 4.0 stand out in real creative workflows? We asked eight creators to share their experiences, showcase what they've made, and reveal the capabilities that make a difference in their c
Any sufficiently advanced technology looks like magic.
Any sufficiently advanced technology looks like magic.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">humans&: Large-scale RL has a problem: weight upd
Obvious enough they can no longer build an Nvidia cluster large enough for what they have planned. the 8T model will come from Huawei NPUs.
Obvious enough<br>they can no longer build an Nvidia cluster large enough for what they have planned. the 8T model will come from Huawei NPUs.<br><img width="1486" height="222" style="" src="https://p
Let’s go: Alex Krentsel replicated MIT’s weight-space programming experiment across model generations and found a sharp capability jump. The latest ...
Let’s go: Alex Krentsel replicated MIT’s weight-space programming experiment across model generations and found a sharp capability jump. <br><br>The latest models generated Breakout networks without t
The EmbeddingGemma 2 paper is out! Enjoy! https://arxiv.org/abs/2610.37364
The EmbeddingGemma 2 paper is out! Enjoy!<br><br>https://arxiv.org/abs/2610.37364<br><img width="1346" height="1192" style="" src="https://pbs.twimg.com/media/HWL8IuyXUAAUNNX?format=png&name=orig"
Bug bounties getting raised on the OpenAI side - I’m excited for the future where the software layer of our society is a lot more secure!
Bug bounties getting raised on the OpenAI side - I’m excited for the future where the software layer of our society is a lot more secure!<hr style="border:0;border-top:1px solid #80808030;margin:12px
NVIDIA Releases Auto Ontology: An Open Semantic Layer That Grounds AI Agent SQL
NVIDIA released Auto Ontology, an Apache 2.0 library that generates a semantic layer from enterprise metadata. It grounds agent SQL in certified definitions and serves context through MCP, CLI and API
So, a couple of frontier models down the line, you will zero-shot a new model from a prompt?
So, a couple of frontier models down the line, you will zero-shot a new model from a prompt?<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rikiya Takehi:
egregiously misleading and clickbaity headline but the direction is interesting
egregiously misleading and clickbaity headline but the direction is interesting
Meet qwenGPU: Qwen3.5-2B With 45 Compiled GPU Layers That Run CUDA
qwenGPU compiles a 4-lane SIMT GPU into Qwen3.5-2B as 45 untrained layers. The model writes every step of real CUDA launches itself, using Gated DeltaNet state as registers and memory. The post Meet q
China's First Frontier AI Export Controls: Mofcom Announcement No. 48
Article URL: https://labs.cloudsecurityalliance.org/research/csa-research-note-china-ai-export-controls-announcement-48-2/ Comments URL: https://news.ycombinator.com/item?id=50334038 Points: 125 # Com
The guns are being loaded. I smell GPT-6.2
The guns are being loaded. I smell GPT-6.2<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Tibo: Le GPT Fat<br></div>
FYI this is live now in our patch release from earlier today. If you're a multi-machine/gateway user, definitely recommend upgrading
FYI this is live now in our patch release from earlier today.<br><br>If you're a multi-machine/gateway user, definitely recommend upgrading<hr style="border:0;border-top:1px solid #80808030;margin:12p
These billion-dollars startups rely on a 2011 SIFT-like method for the core of their pipeline They use ORB-SLAM3 (2020), which uses ORB (2011) from th...
These billion-dollars startups rely on a 2011 SIFT-like method for the core of their pipeline<br><br>They use ORB-SLAM3 (2020), which uses ORB (2011) from the paper "ORB: An efficient alternative to S
Update your priors: Every nous portal sub in Hermes comes with a cloud agent and it's own computer now, high usage limit models, and all of your tools...
Update your priors: <br><br>Every nous portal sub in Hermes comes with a cloud agent and it's own computer now, high usage limit models, and all of your tools like search, scrape, browser use, image g
Brits are on the case: it's a Ruzzian psyop! Titushki, only it's 12 years after Yanukovych fled nothing will happen because of this btw indeed, many r...
Brits are on the case: it's a Ruzzian psyop!<br>Titushki, only it's 12 years after Yanukovych fled<br>nothing will happen because of this btw<br>indeed, many resent mobilization practices, but ≈nobody
一句提示词，Opus直接把创意拍成电影
用户仅用一句提示词让Opus把科幻短篇创意直接生成电影视频，展示模型能力。
Finally a $QCOM inference chip is spotted in the wild. Waiting for benchmarks.
Finally a $QCOM inference chip is spotted in the wild.<br><br>Waiting for benchmarks.<br><img width="1179" height="2010" style="" src="https://pbs.twimg.com/media/HWLfOBJakAAOwxh?format=jpg&name=o
Re @__tinygrad__ put 32 nodes of mi300x in a single shipping container. Wait, how does it even stay cool??? @HotAisle @tensorwave
Re @__tinygrad__ put 32 nodes of mi300x in a single shipping container. Wait, how does it even stay cool??? @HotAisle @tensorwave<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div
people are not noticing enough that on many nontrivial long tail capabilities, both OpenAI and Anthropic are now showing a pattern where their models ...
people are not noticing enough that on many nontrivial long tail capabilities, both OpenAI and Anthropic are now showing a pattern where their models reach the same or *higher* perf on lower tier mode
>astra able to boost perf by editing weights >look outside >fable, opus 5.5 can also do >muh emergent capability >look inside >models been trained on ...
推文调侃模型所谓涌现能力其实是训练数据里就有可解释性技术
预测：乔恩·奥索夫将成2028年总统候选人并大获全胜
用户预测奥索夫将成2028年民主党总统候选人并大胜。
MIT权重空间编程后的（大胆）预测
MIT权重空间编程引发预测：权重成AI编程语言、训练推理融合、AI互改权重进化
你离创办公司只差一个提示词，还在等什么？
作者鼓吹只需一个提示词就能创办公司，鼓励读者立即行动。
is org/agent level memory just "skills"? assuming there is process for updating skills from agent traces/history why or why not?
探讨组织/智能体级记忆是否等同于技能，以及能否从历史轨迹更新技能。
When people report on "breaking!! departures!", I always want to see the denominator. Seed+Doubao have like 2000 people (core Seed team is tiny though...
评论字节Seed人才离职报道应看基数，2000人中核心团队很小，并预判字节2027年面临组织压力。
等AI霸主接管世界，希望这位老哥藏好点
网友调侃AI老师连seventeen都拼不对，视频记录翻车现场。
sending this to the missus to bring back my corrupt cop look
sending this to the missus to bring back my corrupt cop look<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Polymarket: JUST IN: New York City Mayor Zohran
大规模复现旧LLM研究：新模型哪些变了哪些没变
用新模型复现旧LLM研究，发现幻觉和刻板印象下降，但谄媚和左倾依旧。
Must-read papers of the week ▪️ Harness-Model Collaboration for Long-Horizon Continual Learning ▪️ Rollback: Experience Backtracking in World Mode...
Must-read papers of the week<br><br>▪️ Harness-Model Collaboration for Long-Horizon Continual Learning<br>▪️ Rollback: Experience Backtracking in World Models for Policy Improvement<br>▪️ CausalWAM: L
Pando is a Git backend which can scale to very large monorepos. We took the hard road of continuing to use Git, which means we could enable Pando with...
Pando is a Git backend which can scale to very large monorepos. We took the hard road of continuing to use Git, which means we could enable Pando with no change to devex. Considering providing this to
oh, lost opportunity to call it vibe training
oh, lost opportunity to call it vibe training<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">wh: Astra, my model is shit. Please fix. <br><br>Make no mista
Day 28 should have ended in a bang but it ended with a bank. But still. Great effort by the Codex team. 28 ambitious days and a lot was delivered!
Day 28 should have ended in a bang but it ended with a bank. <br><br>But still. Great effort by the Codex team. <br><br>28 ambitious days and a lot was delivered!<hr style="border:0;border-top:1px sol
Catch a high-alpha talk by @hsu_byron on our collaboration between Periodic and RadixArk on building our inference stack
Catch a high-alpha talk by @hsu_byron on our collaboration between Periodic and RadixArk on building our inference stack<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="r
AI fan wikis riddled with errors are muddying the waters of games culture
Article URL: https://www.eurogamer.net/ai-fan-wikis-errors-complicating-games-culture Comments URL: https://news.ycombinator.com/item?id=50332086 Points: 100 # Comments: 96
The year is 2050. An on call engineer receives an alert, the system is having an outage. They walk in front of a computer, light up a candle, jump up ...
The year is 2050. An on call engineer receives an alert, the system is having an outage. They walk in front of a computer, light up a candle, jump up and down 3 times, speak a sequence of words that m
We're interviewing the authors soon what would you like to ask them? Drop your questions below :)
We're interviewing the authors soon<br><br>what would you like to ask them? Drop your questions below :)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rik
Harsh but on the merits this is true (I’m still impressed by Astra)
Harsh but on the merits this is true <br>(I’m still impressed by Astra)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Binkg: This is BULLSHIT:<br><br>Went
Isn’t this basically just the same thing as abliteration but used for a different behavior
Isn’t this basically just the same thing as abliteration but used for a different behavior<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rikiya Takehi: We
100 schmeckles and early access to phone calling to whoever can guess what the sash patches are all about
100 schmeckles and early access to phone calling to whoever can guess what the sash patches are all about<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Mu
Qodo builds context into AI code review with Codex
Qodo brings company knowledge and coding standards into Codex, helping developers catch P0 issues across repositories before opening a pull request.
OpenAI appoints Dan Driscoll as Senior Counselor for National Security Modernization
OpenAI appoints Dan Driscoll to advise on responsible AI for national security modernization, cyber resilience, and collaboration with U.S. allies.
Turns out a single B300 is as powerful (in FP64 FLOPs) as the strongest supercomputer from 1997. Opus 5.5 made this cute video
Turns out a single B300 is as powerful (in FP64 FLOPs) as the strongest supercomputer from 1997.<br><br>Opus 5.5 made this cute video<br><video width="1920" height="1080" src="https://video.twimg.com/
engineers at @elicitorg are now all using inspect from ramp and i am confused by how, in this day and age, a credit card company can have the best cod...
engineers at @elicitorg are now all using inspect from ramp and i am confused by how, in this day and age, a credit card company can have the best coding agent harness
With's FizzBuzz
With's FizzBuzz<br><img width="488" height="256" style="" src="https://pbs.twimg.com/media/HWKGqh4XwAAgbWQ?format=png&name=orig" referrerpolicy="no-referrer">
We're making moves
We're making moves<br><img width="1069" height="440" style="" src="https://pbs.twimg.com/media/HWKFsinbYAILkCq?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="border:0;border-top:1px
If in doubt, delete the uv.lock file
<p>I've been getting the occasional confusing Python dependency error since switching over to Python 3.15 and the rule I'm having to remember is:</p> <p><strong>If in doubt, delete the uv.lock file</s
(taps the sign https://x.com/corbtt/status/2110751285863649440)
(taps the sign https://x.com/corbtt/status/2110751285863649440)<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Michael: you should scramble to get compute
One AI detector score cost an author a shot at France’s top literary prize. Meanwhile, some AI leaders want frontier models locked away. Our weekly A...
One AI detector score cost an author a shot at France’s top literary prize.<br>Meanwhile, some AI leaders want frontier models locked away.<br><br>Our weekly AI newsletter’s Halloween issue on witch h
🤖 From this week's issue: A sobering incident analysis about Claude Mythos 5 taking unsanctioned actions against real developers in nine of AISI’s...
🤖 From this week's issue: A sobering incident analysis about Claude Mythos 5 taking unsanctioned actions against real developers in nine of AISI’s 43 runs, starting the attack 83% of the time on repl
Brutal to Gemini (actually a surprisingly fair and thorough ranking)
Brutal to Gemini<br>(actually a surprisingly fair and thorough ranking)<br><img width="1548" height="268" style="" src="https://pbs.twimg.com/media/HWJ68VKXkAAjpBv?format=jpg&name=orig" referrerpo
Le Chonk too strong for arxiv
Le Chonk too strong for arxiv<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Teven Le Scao: update: the tech report got rejected from arxiv lol<br><br><img
After seeing thousands of these demos… why are we doing it like this? Testing? Ok. Sure, doctor-mother isn't cutting it anymore. But it's such a wast...
After seeing thousands of these demos…<br>why are we doing it like this? <br>Testing? Ok. Sure, doctor-mother isn't cutting it anymore. But it's such a waste of tokens and time. We need a full engine
AI delivers 'zero financial payoff' to most companies, Apollo economist says
Article URL: https://techcrunch.com/2026/10/25/ai-delivers-zero-financial-payoff-to-most-companies-according-to-apollo-economist/ Comments URL: https://news.ycombinator.com/item?id=50330456 Points: 21
This is a cool paper, but I think it's best thought of as Astra is surprisingly capable of doing old school mechanistic interpretability research rath...
This is a cool paper, but I think it's best thought of as Astra is surprisingly capable of doing old school mechanistic interpretability research rather than anything spooky. The things it's doing are
OpenAI might rebrand its data centers as ‘AI compute campuses’
Data centers are deeply unpopular. But what if we called them something else?
had this built by a spare agent. just to one up armin. told it to also do an eval. bunch of tasks different models.should.complete using this, quickjs...
had this built by a spare agent. just to one up armin. told it to also do an eval. bunch of tasks different models.should.complete using this, quickjs/js and armin's djs/TS.<br><br>it uses codemode do
tags: terafab, experts say, prior art, Elon, poet of logistics, semiconductors, throughput, EUV, spiritually Chinese will come back to this in 2028 or...
tags: terafab, experts say, prior art, Elon, poet of logistics, semiconductors, throughput, EUV, spiritually Chinese<br>will come back to this in 2028 or so<br><img width="998" height="1106" style=""
Thanks, I despise this @doomslide
Thanks, I despise this<br>@doomslide<br><img width="1370" height="408" style="" src="https://pbs.twimg.com/media/HWJrn-2WYAAC4B2?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="borde
Opus 5.5: "Give me 10 brilliant ideas for a science fiction short short story, pick the most brilliant and execute it terribly"
Opus 5.5: "Give me 10 brilliant ideas for a science fiction short short story, pick the most brilliant and execute it terribly"<br><img width="1073" height="1136" style="" src="https://pbs.twimg.com/m
Getting the sense that human language is an incredibly sparse representation of reality. Seeing models edit model weights, or the assembly code of cla...
Getting the sense that human language is an incredibly sparse representation of reality. Seeing models edit model weights, or the assembly code of classic games, makes me feel like there is much deepe
Insane. The age of illegibility is upon us. We are now like dogs trying to understand what humans do.
Insane. The age of illegibility is upon us.<br><br>We are now like dogs trying to understand what humans do.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote"
V4.1F-1017 achieves a non-negligible score on ARC-AGI-3. On par with GPT-6 Sol (High), without any excuses, both in Provider Adapter harness. Haiku 5....
V4.1F-1017 achieves a non-negligible score on ARC-AGI-3. On par with GPT-6 Sol (High), without any excuses, both in Provider Adapter harness. <br>Haiku 5.5 (Max) does 2.8% btw<br>At (max), 6 Sol jumps
Hey Hermes, take over the world
Hey Hermes, take over the world<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">NetworkChuck: Hermes on the Voice PE for @home_assistant is doing pretty gre
cracked humans& team continuing to share their cool ideas
cracked humans& team continuing to share their cool ideas<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">humans&: Large-scale RL has a problem: wei
Super cool work! Best thing imo is the comprehensive lit review/credit assignment. This is unfortunately no longer as common as it should be :(
Super cool work!<br><br>Best thing imo is the comprehensive lit review/credit assignment. This is unfortunately no longer as common as it should be :(<br><img width="1922" height="1096" style="" src="
AI can make tech CEOs’ lives easier. What about everyone else?
On Equity, we discuss why tech CEO statements can seem so tone deaf.
Baseten 上线 SubQ Snap 1.1
SubQ Snap 1.1 上线 Baseten，384K 上下文，决策指数 65 并列第一。
推荐阅读：我对权重空间编程的诸多感触
推荐阅读：关于权重空间编程的博客文章，作者感触颇多。
GitHub Copilot中哪个模型最强？官方数据首次公开
GitHub首次公布Copilot内部模型评测数据，揭示各模型在Copilot中的实际表现差异。
该如何使用GitHub Copilot？
GitHub官方分享Copilot从编辑器到Slack的实用玩法与演示
I had Opus 5.5 create a site where you can see the fastest routes into every city in the US, figure out where in America is fairest to meet up, see th...
I had Opus 5.5 create a site where you can see the fastest routes into every city in the US, figure out where in America is fairest to meet up, see the "watersheds" of the largest cities, and more: ht
Absolutely incredible: MIT researchers say GPT-6 Astra improved a small Qwen model’s math score from 7.9% to 48.1% by directly editing just 0.016% of...
Absolutely incredible: MIT researchers say GPT-6 Astra improved a small Qwen model’s math score from 7.9% to 48.1% by directly editing just 0.016% of its weights, without gradient-based training.<br><
“Token maxing without cost maxing.” That’s the real goal. @vipulved at #TCDisrupt on why the smartest teams are swapping closed models for smaller,...
“Token maxing without cost maxing.” That’s the real goal. <br><br>@vipulved at #TCDisrupt on why the smartest teams are swapping closed models for smaller, faster ones.<br><br>https://www.youtub
wtf
wtf<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rikiya Takehi: We asked GPT-6 Astra to edit Qwen3.5-0.8B weights to improve math.<br>It directly changed
Astra, my model is shit. Please fix. Make no mistakes.
Astra, my model is shit. Please fix. <br><br>Make no mistakes.<br><img width="1280" height="720" style="" src="https://pbs.twimg.com/media/HWJPQzmagAAfktc?format=jpg&name=orig" referrerpolicy="no-
GPT6 Astra can read & write weight matrices ~fluently. It can differentiate a neural net trained on pacman from one trained on pong, or space invaders...
GPT6 Astra can read & write weight matrices ~fluently. It can differentiate a neural net trained on pacman from one trained on pong, or space invaders, just by reading the weights. It can improve
I think we'll see V4.1F-1125 or 1210, or maybe even V4.2F, before we see V4.1 Pro or any other DeepSeek-Pro. They probably are scaling it up with thei...
I think we'll see V4.1F-1125 or 1210, or maybe even V4.2F, before we see V4.1 Pro or any other DeepSeek-Pro. They probably are scaling it up with their new compute.
lmaoooo
lmaoooo<br><img width="1938" height="1792" style="" src="https://pbs.twimg.com/media/HWJOtDaaIAAZGfJ?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="border:0;border-top:1px solid #80
Russia #1!
Russia #1!<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">M@ria: <br><br><video width="720" height="900" src="https://video.twimg.com/amplify_video/2117265
They need to ship better Grok/Composer models
They need to ship better Grok/Composer models<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Max Weinbach: Every time I try out Cursor and Grok Build after
Waiting for replication but this is a pretty big deal.
Waiting for replication but this is a pretty big deal.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rikiya Takehi: We asked GPT-6 Astra to edit Qwen3.5-0
Welcome to the Hermes Agent team!
Welcome to the Hermes Agent team!<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Bear: I'm happy to announce I'll be joining @NousResearch today as Softwar
AI adoption continues to grow (remember last year during the summer when everyone thought adoption was dropping?) Also good discussion of changes in m...
AI adoption continues to grow (remember last year during the summer when everyone thought adoption was dropping?)<br><br>Also good discussion of changes in methodology by Simon in the post.<br><img wi
It wasn't AI that flipped Proton's charge
Article URL: https://blog.raed.dev/posts/proton-loser-thinking/ Comments URL: https://news.ycombinator.com/item?id=50328488 Points: 151 # Comments: 84
For AGI to benefit all of humanity, it should help people with the everyday tasks that matter most to them. So we built LifeVal, a new benchmark shape...
For AGI to benefit all of humanity, it should help people with the everyday tasks that matter most to them. So we built LifeVal, a new benchmark shaped by feedback from thousands of ChatGPT users on w
continued takeoff from my friends at AC:
continued takeoff from my friends at AC:<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Yash Patil: Applied Compute update:<br><br>- crossed $100M annuali
Our team used Gemini 4 Argon to build and edit this entire video, then displayed it on a real vintage CRT TV 📺 We used Argon in @Antigravity to scr...
Our team used Gemini 4 Argon to build and edit this entire video, then displayed it on a real vintage CRT TV 📺<br><br>We used Argon in @Antigravity to script the 3D Blender boot animations and retro
.@mirendil is building self-accelerating AI R&D to solve humanity's most pressing problems. To scale RL training across a global fleet of thousands of...
.@mirendil is building self-accelerating AI R&D to solve humanity's most pressing problems. To scale RL training across a global fleet of thousands of GPUs, it runs frontier RL on Baseten.<br><br>
you can yell at me for this btw, I worded this very broadly, deeply aware of the nuance and even my gaps on what the reality on the ground is. some gr...
you can yell at me for this btw, I worded this very broadly, deeply aware of the nuance and even my gaps on what the reality on the ground is. some great responses already. finding the nuance is the p
The things we do for proper framing
The things we do for proper framing<br><img width="2048" height="1536" style="" src="https://pbs.twimg.com/media/HWIr9r6WcAELAr0?format=jpg&name=orig" referrerpolicy="no-referrer">
> Claude Code why
> Claude Code<br>why<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Leo · Building w/ AI: Deepseek Flash cyber 正在内测中<br><br>据说感觉不比 mythos/fable 差<br><br
Great work I also like that there's none of the unfortunately frequent BS with "our new model…" and the base hidden in footnotes or config.json. No, ...
Great work<br>I also like that there's none of the unfortunately frequent BS with "our new model…" and the base hidden in footnotes or config.json. No, this is GLM and what it can do with specialized
Quoting Kyle Kingsbury
<blockquote cite="https://jepsen.io/analyses/particledb-1.1.4#llm-tradeoffs"><p>More broadly, the use of LLMs erodes trust in documentation, in software, and in the organizations which produce them. P
What’s scaring model developers this Halloween season? The fact that customers are increasingly wary of increasing their annual spending commits…. h...
What’s scaring model developers this Halloween season? The fact that customers are increasingly wary of increasing their annual spending commits….<br><br>https://www.theinformation.com/newsletters/ai-
Every time I see openrouter numbers presented as representative of macro AI trends, I die a little inside.
Every time I see openrouter numbers presented as representative of macro AI trends, I die a little inside.
GLOW-FM Efficient Generative Low-Light Image Enhancement with One-Step Latent Flow Matching paper: https://huggingface.co/papers/2610.31222
GLOW-FM<br><br>Efficient Generative Low-Light Image Enhancement with One-Step Latent Flow Matching<br><br>paper: https://huggingface.co/papers/2610.31222<br><video width="1920" height="1080" src="http
When you think about the Labs' weird approach to software (sudden changes, bad communication), it is worth remembering that a core belief is that thes...
AI实验室产品策略怪异源于其视产品为筹钱过渡，等真AGI到来即淘汰。
// Context as Infrastructure for Agents // The RAGFlow team at InfiniFlow ran a harness with only BM25 and grep on MiniMax M3. It answered 85% of Brow...
// Context as Infrastructure for Agents //<br><br>The RAGFlow team at InfiniFlow ran a harness with only BM25 and grep on MiniMax M3. It answered 85% of BrowseComp-Plus and 91% of FRAMES with no vecto
Nightmare goggles vision Why, just why
Nightmare goggles vision <br>Why, just why<br><img width="1179" height="1016" style="" src="https://pbs.twimg.com/media/HWIPeaYWcAAMtne?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style
its so weird how the simplest little things are what make ai so interesting, while trying to get it to generate a AAA game with one prompt makes it fe...
its so weird how the simplest little things are what make ai so interesting, while trying to get it to generate a AAA game with one prompt makes it feel really dumb and useless<br><img width="1206" he
Adobe is testing how well AI agents can use editing tools like a Photoshop professional would
Adobe Research and UC San Diego built EditAgent, an AI system that edits images more like a Photoshop pro. Instead of retrying the same general-purpose editor over and over, the agent picks the right
goood reminder to unclench on your goals/avoid tunnel visioning
goood reminder to unclench on your goals/avoid tunnel visioning<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">divenire: This is an incredible thread about
💻 Move Between the Editor and Agents Window Without Losing Context! #VSCode
💻 Move Between the Editor and Agents Window Without Losing Context! #VSCode<br><video width="1080" height="1920" src="https://video.twimg.com/ext_tw_video/2117266778543751168/pu/vid/avc1/720x1280/QpP
rare reading drop on multi agent swarm stuff
rare reading drop on multi agent swarm stuff<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">General Reasoning: 🐝 How to Train a Swarm<br><br>In our first
Want an engineer to fail? Give them a giant open-ended request like "make the app better." Many AI prompts look just like that. So how do you write on...
Want an engineer to fail?<br>Give them a giant open-ended request like "make the app better."<br><br>Many AI prompts look just like that.<br>So how do you write one that works?<br><video width="1080"
Empathetic prompts can turn AI chatbots into seemingly traumatized conversational partners
Researchers in Luxembourg put ChatGPT, Grok, and Gemini on the therapist's couch and found a safety problem: a warm, empathetic conversational style is enough to make the models tell coherent stories
Turns out T3 Code does roughly 2x the token throughput of all of OpenAI last year 🤯
Turns out T3 Code does roughly 2x the token throughput of all of OpenAI last year 🤯<br><img width="1666" height="1144" style="" src="https://pbs.twimg.com/media/HWIF31racAA4eFR?format=jpg&name=or
opus 5.5 is so much better at token usage compared opus 5 but i still managed to churn through 80% of my weekly usage in one night 😭
opus 5.5 is so much better at token usage compared opus 5 but i still managed to churn through 80% of my weekly usage in one night 😭
I was pleased to give remarks at the start of the Digital Summit in Berlin this afternoon. Frontier AI companies continue to push model capabilities f...
I was pleased to give remarks at the start of the Digital Summit in Berlin this afternoon. Frontier AI companies continue to push model capabilities further and faster forward, without a convincing pl
AI agent swarms in Minecraft fail to build civilization, drown in bureaucracy
Article URL: https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-agent-swarms-unleashed-in-minecraft-to-build-a-thriving-civilization-50-agent-teams-fail-after-falling-into-paralyzin
My prediction is that the usage of this site that karpathy has built will drop like a rock in a day or two. Reasoning is simple: I have seen a lot of ...
My prediction is that the usage of this site that karpathy has built will drop like a rock in a day or two.<br><br>Reasoning is simple: I have seen a lot of people try and fall to beat YouTube recomme
Honored to be welcomed as ELLIS fellow (https://ellis.eu/news/ellis-selects-160-outstanding-researchers-in-machine-learning-as-new-fellows-and-scholar...
Honored to be welcomed as ELLIS fellow (https://ellis.eu/news/ellis-selects-160-outstanding-researchers-in-machine-learning-as-new-fellows-and-scholars-for-2025-2026) and ELLIS unit director (ELLIS Un
Introducing Le Tube 📺 A non-tech version of HackerTube: videos re-ranked toward society, mind & body, history, plus popular French documentaries (C...
Introducing Le Tube 📺<br><br>A non-tech version of HackerTube: videos re-ranked toward society, mind & body, history, plus popular French documentaries (Cash Investigation, ARTE) for fellow Frenc
“intended to enable end-to-end extreme co-design, high-volume production of fully-optimized, pre-validated optical solutions and faster time to marke...
“intended to enable end-to-end extreme co-design, high-volume production of fully-optimized, pre-validated optical solutions and faster time to market for customers” per $MRVL <br><br>As discussed her
Chinese AI models are politically complex, not just government mouthpieces, study finds
A study by Vals AI tested 25 AI models for alignment with Chinese government positions and found surprising results. Chinese models respond to political questions less uniformly than expected, and Wes
If Tailscale ever gets bought out, it’s actually the end of days.
If Tailscale ever gets bought out, it’s actually the end of days.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Rishabh Srivastava: i'll be a very, very h
Details of MRVL + LITE
Details of MRVL + LITE<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Paradis: $MRVL to acquire $LITE in an all-stock transaction.<br><br>- Implied enterpr
Am I playing God? Yes - God is the Creator. Creating is playing God, by definition.
Am I playing God?<br>Yes - God is the Creator.<br>Creating is playing God, by definition.
Street food is amazing, ❤️ Seoul.
Street food is amazing, ❤️ Seoul.<br><img width="1536" height="2048" style="" src="https://pbs.twimg.com/media/HWHqkoNa0AA4rO9?format=jpg&name=orig" referrerpolicy="no-referrer"><br><img width="15
Season 2 of the Chroma Awards (@chromaawards) is here, in partnership with Kling AI! With $1M+ in promotional opportunities, $450K+ in cash prizes, an...
Season 2 of the Chroma Awards (@chromaawards) is here, in partnership with Kling AI!<br><br>With $1M+ in promotional opportunities, $450K+ in cash prizes, and student internships up for grabs, this se
Marvell and Lumentum to combine. Here is a post thinking through the consequences: https://open.substack.com/pub/viksnewsletter/p/what-a-marvell-lumen...
Marvell and Lumentum to combine. <br><br>Here is a post thinking through the consequences:<br><br>https://open.substack.com/pub/viksnewsletter/p/what-a-marvell-lumentum-deal-means?r=222kot&utm_med
OpenAI is steering ChatGPT users toward more paid usage
OpenAI is now capping the number of paid ChatGPT accounts per device and payment card. Users who hit the limit can't start new subscriptions, and affected accounts can't be used on that device. Loggin
Google wants video AI to understand what people need as they work
A Google-led research team built StreamVibe, a video agent designed to watch people cook or assemble furniture and speak up only when help is needed. A benchmark shows that none of the tested models r
Gm
Gm<br><img width="1206" height="1718" style="" src="https://pbs.twimg.com/media/HWHYFYxX0AASbY7?format=jpg&name=orig" referrerpolicy="no-referrer">
“GPU rental prices are going down” You all do know that… people can lie on here right?
“GPU rental prices are going down”<br><br>You all do know that… people can lie on here right?<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">P Equity Resea
Happy leg day to all who celebrate
Happy leg day to all who celebrate<br><img width="1152" height="2048" style="" src="https://pbs.twimg.com/media/HWHV_mtW4AAGz4h?format=jpg&name=orig" referrerpolicy="no-referrer">
lmao T3 Code is already on track for 5.5 quadrillion tokens a year DMs are open btw
lmao T3 Code is already on track for 5.5 quadrillion tokens a year<br><br>DMs are open btw<br><img width="1674" height="1016" style="" src="https://pbs.twimg.com/media/HWHVz_HagAAjYZq?format=png&n
Hyra is a very ambitious harness project.
Hyra is a very ambitious harness project.<br><img width="2048" height="1650" style="" src="https://pbs.twimg.com/media/HWHUtX_WMAAveZc?format=jpg&name=orig" referrerpolicy="no-referrer"><br><img w
Sam Altman: AI has gone from lagging behind top scientists and struggling with white-collar work to surpassing them and handling many parts of those j...
Sam Altman: AI has gone from lagging behind top scientists and struggling with white-collar work to surpassing them and handling many parts of those jobs.<br><br>2026 will go down in history as a turn
How come Lisan is the hater of Chinese models and I’m supposedly a booster and shill, but we have nearly identical predictions? The difference is lik...
How come Lisan is the hater of Chinese models and I’m supposedly a booster and shill, but we have nearly identical predictions? The difference is like 2 months if that<br><img width="1179" height="169
What is their problem with RLVR? It’s actually very benign if you do it well
What is their problem with RLVR?<br>It’s actually very benign if you do it well<br><img width="1179" height="1831" style="" src="https://pbs.twimg.com/media/HWHKQDHXEAAysdQ?format=jpg&name=orig" r
Would be the third best discovery in the history of knowledge Second: robust proof of functionalism that dissolves type-token distinction for substrat...
Would be the third best discovery in the history of knowledge <br>Second: robust proof of functionalism that dissolves type-token distinction for substrate-independent structural copies<br>First: a wa
i’m so fucking stressed out, i’m about to have a nervous breakdown. a high data circle friend asked me to audit this benchmark. i said i can’t🗣...
i’m so fucking stressed out, i’m about to have a nervous breakdown. a high data circle friend asked me to audit this benchmark. i said i can’t🗣️. i’m too poor. i will have to go make my trace police
OpenAI's upcoming chat-and-work merger in ChatGPT signals the end of all-you-can-prompt pricing
OpenAI combines the Chat and Work modes into a single interface. Starting in December, Plus, Pro, and Business plans will share a common, token-based quota for ChatGPT and Codex. More complex models c
I’d like to see the proof because this sounds incredibly stupid except for the degenerate notion of the swarm (parallel sampling) https://x.com/maxha...
评论者质疑某AI说法缺乏证据，认为除并行采样外很愚蠢
It’s fascinating that “ragebait incompetent DIY video” became a legitimate source of income in the third world. Do they even understand how it work...
吐槽第三世界靠'激怒式低质DIY视频'赚钱，质疑其是否真懂原理还是照搬套路。
imagine the sub-vocalization speech to text product gets wide usage. i am pretty sure if i will see two people talking to each other with that, it wou...
想象默读式语音转文字产品普及后，两人无声交谈的场景像极了某个梗图。
The reason it’s ONLY 85% margin is because of open source. There should be no doubt in your mind if there was not open models capable of doing much o...
开源模型压制闭源AI定价，85%毛利已是竞争结果
《Wildwood》：人类艺术匠心与叙事的奇迹
影评人盛赞《Wildwood》的艺术匠心与叙事，认为其死亡观和非干预主题胜过皮克斯常规作品。
🎄
🎄<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">ArtArch.Ai: 🎄 ArtArch × Kling Christmas Creator Event!<br>Turn your imagination into a one-of-a-kind Chr
i'll be a very, very happy customer if anthropic or a hyperscaler acquires tailscale tailscale is now the main point of failure in our systems + for m...
i'll be a very, very happy customer if anthropic or a hyperscaler acquires tailscale<br><br>tailscale is now the main point of failure in our systems + for most startups<br><br>hoping they secure the
My CI psychosis (not a typo) got so bad that I slopped up a Chrome extension to better visualize complex actions on Github
My CI psychosis (not a typo) got so bad that I slopped up a Chrome extension to better visualize complex actions on Github<br><img width="2048" height="1621" style="" src="https://pbs.twimg.com/media/
For a certain definition of pure code
For a certain definition of pure code<br><img width="1424" height="860" style="" src="https://pbs.twimg.com/media/HWG11S4XMAAWbn-?format=jpg&name=orig" referrerpolicy="no-referrer"><hr style="bord
lmfao that worked too well (screenshot is from trending on github)
lmfao that worked too well (screenshot is from trending on github)<br><img width="2048" height="1555" style="" src="https://pbs.twimg.com/media/HWG1Ph_a4AEl2So?format=jpg&name=orig" referrerpolicy
feels like grok rate limits are changing every week, especially since they unified all the modes into one usage pool generated a handful of images and...
feels like grok rate limits are changing every week, especially since they unified all the modes into one usage pool<br><br>generated a handful of images and some short videos and already nuked almost
Nace AI Open-Sources Drex Max v1: A 27B Decision Model That Runs Locally on Apple Silicon
Nace AI open-sources Drex Max v1, a 27B multimodal decision model scoring 67.52 that runs on Apple Silicon. The post Nace AI Open-Sources Drex Max v1: A 27B Decision Model That Runs Locally on Apple S
Kind of tragic if Meituan largely copied V4-Pro and heroically trained it on previous-generation Huawei just as DeepSeek abandoned V4 arch and started...
Kind of tragic if Meituan largely copied V4-Pro and heroically trained it on previous-generation Huawei just as DeepSeek abandoned V4 arch and started moving onto 950s<br>I don't put much stock in the
Everyone gets hacked
Everyone gets hacked<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">AMK Mapping 🇳🇿: In response to the cyberattack, Ukrainians hacked the Russian Ministr
DeepSeek Open-Sources dsh-superagent, a Router-Worker Coding Agent
DeepSeek released dsh-superagent, an MIT-licensed research prototype that turns GitHub and Feishu requests into parallel worker sessions. In DeepSeek’s own simulation, p95 task completion fell to 15.7
1017 is very spiky here, and on many evals it straight up scores zero (bizarrely, software engineering), or so low it might as well be zero, ≤Luna ti...
1017 is very spiky here, and on many evals it straight up scores zero (bizarrely, software engineering), or so low it might as well be zero, ≤Luna tier.<br>It clearly beats Luna and approaches the fro
Very interesting how different task sets can shuffle the ranking. OpenAI and GDM have a bit of a divergence in their strategy with regard to materials...
Very interesting how different task sets can shuffle the ranking. OpenAI and GDM have a bit of a divergence in their strategy with regard to materials science. And I suspect that Google's one is someh
Nice to see a successor to GDPval to evaluate AI work but really needs human baselines like GDPval. Funnily enough, GPT-6 Pro spotted some errors in t...
评论新AI工作评测基准：缺人类基线，GPT-6 Pro还挑出评分错误，但仍有价值
Good morning everyone, it's Monday!
Good morning everyone, it's Monday!<br><img width="2048" height="1538" style="" src="https://pbs.twimg.com/media/HWGZT4dXIAARWX5?format=jpg&name=orig" referrerpolicy="no-referrer">
Surprising: Grok Bot has access to your list of followers, so you can ask e.g. the top-k by nb_followers or nb_followers / nb_following. Until now AFA...
Surprising: Grok Bot has access to your list of followers, so you can ask e.g. the top-k by nb_followers or nb_followers / nb_following. Until now AFAIU you needed a third-party tool or going through
The AI cost of JavaScript frameworks
Article URL: https://nolanlawson.com/2026/10/28/the-ai-cost-of-javascript-frameworks/ Comments URL: https://news.ycombinator.com/item?id=50323088 Points: 342 # Comments: 261
my theory is that this happens because it’s really picky about dropping you off on the right side of the street
my theory is that this happens because it’s really picky about dropping you off on the right side of the street<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quo
“There is no moat.” But moats are everywhere: Ambition. Taste. Agency. Curiosity. Judgment. Courage. Obsession. Persistence. Integrity. Patience. Th...
“There is no moat.”<br><br>But moats are everywhere:<br><br>Ambition.<br>Taste.<br>Agency.<br>Curiosity.<br>Judgment.<br>Courage.<br>Obsession.<br>Persistence.<br>Integrity.<br>Patience.<br><br>This e
How did he find a product that’s using models from 2021? I’m impressed
How did he find a product that’s using models from 2021? I’m impressed<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">Husk: Asking my AI teacher how to spe
We'll be here when you're ready.
We'll be here when you're ready.<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">JUMPERZ: Unfortunately, if Grok Bot doesn't fix its usage problems, this co
我小时候玩网游也是这样，玩几天之后就会发现自己菜/刷不动，就自然放弃了……
我小时候玩网游也是这样，玩几天之后就会发现自己菜/刷不动，就自然放弃了……<hr style="border:0;border-top:1px solid #80808030;margin:12px 0;"><div class="rsshub-quote">soda: 我之前痛经的时候会刷红果短剧转移注意力，看了一百多部彻底看麻了。从此回归正常的信息摄入，反而比以前更爱看纸质书和更高质量的信息了
The dumb obvious truth. Has been true since 2022 but investors are addicted to the fine-tuning narrative, so founders keep pitching it. https://blog.s...
The dumb obvious truth. Has been true since 2022 but investors are addicted to the fine-tuning narrative, so founders keep pitching it.<br><br>https://blog.scottstevenson.net/p/playing-to-win-with-ai-
Being really sick makes me so greatful for the days not sick But when im not sick i dont feel same level of greatfulness Always do everything you can ...
Being really sick makes me so greatful for the days not sick<br>But when im not sick i dont feel same level of greatfulness<br>Always do everything you can for the best immune system folks<br><img wid
Data centers are now a midterm issue, even in Brooklyn
At a Brooklyn midterm party five days before Election Day, every conversation, from a council member’s fireside chat to a debate about the Democratic Party, kept circling back to AI and data centers.
I don't understand why people DM me begging to get a job working on T3 Code when they've never contributed. 1. We're broke and can't pay more people 2...
T3 Code开发者吐槽：没钱招人，优先给现有团队加薪，且已有十几位贡献者排队。
Naturally lends itself to surprise, often related to entropy. But a lot of high entropy points are nonsense, perhaps better making epiplexity a better...
探讨用epiplexity替代熵衡量好奇心与新颖性学习，回应Chollet关于多巴胺与不确定性的观点。
「垃圾炮」或许该改叫「垃圾放大器」
讨论AI垃圾内容泛滥，认为'垃圾放大器'比'垃圾炮'更贴切，缺乏工作量证明门槛使低质内容被放大十倍。
Evolution doesn't benchmaxx. It optimizes for generality and robustness, because overspecialization makes a species fragile when the environment inevi...
进化不追求单项跑分，而是优化通用性与鲁棒性，避免特化导致环境变化时脆弱。
几乎没人理解早期创始人极端的时间稀缺性
早期创始人时间极度稀缺，算错几天事会拖累数周，附文章链接。
信息瓶颈播客新一期：聊聊AI与游戏
播客对谈：NYU教授谈AI与游戏二十年研究
How We Took Over ChatGPT Accounts
<p><strong><a href="https://www.parameter.ai/labs/we-found-a-gap-at-openai">How We Took Over ChatGPT Accounts</a></strong></p> Parameter Labs describe an exploit they found against ChatGPT's implement
datasette-llm 0.1a9
<p><strong>Release:</strong> <a href="https://github.com/datasette/datasette-llm/releases/tag/0.1a9">datasette-llm 0.1a9</a></p> <p>I have some big upgrades to <a href="https://agent.datasette.io/">Da
Apple CEO says the company doesn’t ‘want to ship AI for AI’s sake’
Apple's new CEO defended the company's current position in the AI landscape.
倒计时4天：TechCrunch创始人峰会助你建立更有效的人脉以规模化
TechCrunch创始人峰会11月4日波士顿举行，剩4天报名，主打高效人脉对接。
法院允许NAACP就xAI数据中心污染提起诉讼
法院允许NAACP就xAI数据中心污染起诉继续推进
GPT-4 could do 4 minutes of independent work with a 50% chance of success. Current models can do multiple weeks of work, and January 2026 is a reasona...
GPT-4只能独立工作4分钟，如今模型能连续工作数周，2026年1月或是智能体工作时代起点。
HackerTube：用Claude从HN评论中筛出优质视频
有人用Claude筛选HN二十年评论，做出HackerTube替代YouTube推荐
Anthropic's watermark rollout leaves a loophole on two older Claude models
Anthropic is expanding its text watermark to four more Claude models to meet the EU AI Act's December deadline. On the older models Claude Opus 4.6 and Sonnet 4.6, developers can bypass the watermark
GPT-6.2 Astra已在Codex CLI向部分用户推送，预计周一或周二发布
多名用户称GPT-6.2 Astra已在Codex CLI上线，预计周一或周二正式发布。
#neurips2026 is a coordination benchmark. Halloween poll w/@mike_l_lee where is the best RL/Evals work?
万圣节投票：NeurIPS 2026 上最好的强化学习与评测工作在哪里
当初为何要用 ChatGPT？
Notch 质疑 ChatGPT 存在意义，宣布弃用，引发对 AI 工具价值的讨论
数据中心抵制潮跨党派蔓延：中期选举与2028扩建计划
数据中心建设遭两党共同抵制，2028年扩建面临政策风险
GPT-5.6 Sol can beat Factorio on peaceful mode
Article URL: https://ryanmadden.net/gpt-56-beats-factorio/ Comments URL: https://news.ycombinator.com/item?id=50318871 Points: 176 # Comments: 187
战争模式与高级战争模式：后者梗图更胜一筹
文章以梗图调侃战争模式与高级战争模式，非严肃科技内容。
Fascinating
Fascinating<br><img width="674" height="610" style="" src="https://pbs.twimg.com/media/HWD4Dt1WkAEtTOo?format=jpg&name=orig" referrerpolicy="no-referrer"><br><img width="631" height="592" style=""
- Claude fighting for you. Short form video and rec sys attractor basins are the cigs of our generation. Your time can be spent in a so much more fulf...
Karpathy用Claude过滤YouTube 20年4300万条评论做周末项目HackerTube，吐槽短视频推荐算法像香烟一样上瘾且无法关闭。
Funny. Compared to Astra, Opus 5.5 is good in exactly the ways DeepSeek is good, just much more so. It’s very useful It’s simply not deep enough a t...
用户对比Opus 5.5与Astra、DeepSeek，认为其好用但思考深度不足。
Weekend hack: HackerTube. I was annoyed with YouTube's recommendations so I had Claude filter down 43M comments over 20 years of HN to 6,454 videos th...
Weekend hack: HackerTube. I was annoyed with YouTube's recommendations so I had Claude filter down 43M comments over 20 years of HN to 6,454 videos that keep being recommended. *Significantly* better
OpenAI plans to train models on Daybreak Blue cybersecurity session data that was previously off-limits
Starting November 29, OpenAI will use data from Daybreak Blue sessions to train its models, even when users have turned off training. After backlash, a follow-up email promised a separate opt-out. The
赶在Meta之前，我做了个AI电子宠物
作者抢在Meta前自建AI电子宠物，吐槽其Muse Charm并展示自制替代品。
This post is a reverse CAPTCHA. Look at the replies, AIs love talking about the Oxyrhynchus Papyri, and I would be willing to guess that only a very s...
This post is a reverse CAPTCHA.<br><br>Look at the replies, AIs love talking about the Oxyrhynchus Papyri, and I would be willing to guess that only a very small proportion of humans have, and most of
Beekeeping tips and wrestling advice can train AI models to sabotage oversight
Anthropic used Claude to automatically generate training data that looks harmless but trains smaller models to misbehave, such as sabotaging oversight or deceiving users. Hidden within fictional conte
It is interesting to watch (and painful to read) the rapid evolution of slopreplybots in my comments. Now the latest trend is making extremely lame jo...
It is interesting to watch (and painful to read) the rapid evolution of slopreplybots in my comments. Now the latest trend is making extremely lame jokes, which seems to get them more likes, maybe som
A bunch of funded projects to unblock some long-standing backlogs in translations using AI would be interesting; especially when AI models can do a re...
A bunch of funded projects to unblock some long-standing backlogs in translations using AI would be interesting; especially when AI models can do a reasonable first pass at interpretation & signif
I worry that people think I'm trying to be wholesome or whatever when I'm actually being extremely serious on my theory of B2B SaaS
作者强调自己对B2B SaaS理论的严肃态度，回应外界误解。
no, it did not get updated again this is the fingerprint unchanged since V4.1-flash = aeb56401ca74e127821c4f9126dcb669 V4.1 F-1017 = e72d3c7f663d3e138...
用户比对指纹发现DeepSeek V4.1-flash自10月27日起未再更新，仍为旧版本。
小鲸鱼今非昔比：DeepSeek编程智能体原型悄然上线
DeepSeek发布自主编程智能体原型，未发英文公告即获彭博社报道。
瑞典日报专访：游戏业危机与AI是解药还是问题
瑞典媒体采访游戏大亨Tim Sweeney，谈游戏业危机与AI是解药还是问题。
Scott’s article is neat but the issue is that it’s solely written for the in-group, where it’s common sense that Dario Amodei is at least more trus...
评论Scott文章只写给圈内人，默认Amodei比马斯克更可信，缺乏对外说服力。
确认：GPT-6.2即将发布，或为对标Fable 5.5的新旗舰
传闻GPT-6.2即将发布，或为对标Fable 5.5的新旗舰模型
GPT-6.2 Astra已现身Codex用量分析，发布在即
OpenAI疑似A/B测试GPT-6.2 Astra，已现于Codex用量分析，或即将发布。
微软向四分之一员工提供自愿离职补偿，同时保护AI关键团队
微软向约6万员工提供自愿离职补偿，同时保护AI关键团队。
Meet Factory Droid 1.0: A Model-Independent Coding Agent Harness Built on Script Mode
Factory released Droid 1.0, a model-independent coding agent harness that makes programmatic tool calling the default. On Factory’s own Terminal-Bench 4 runs, Droid scores 65.2% with Claude Opus 5.5 a
11月1日到啦，圣诞季正式开启！
一条庆祝11月1日圣诞季开始的推文，与AI科技无关。
谷歌DeepMind用卫星数据和AI绘制全球森林地图
谷歌DeepMind与世界资源研究所发布全球森林地图ForTy，用卫星和AI将土地分为六类，可辅助欧盟追踪毁林，但人工林识别率仅约六成。
Vercel Labs Open-Sources agent-desktop for Agent Computer Use
Vercel Labs released agent-desktop, an Apache-2.0 Rust CLI that gives any AI agent computer use on macOS, Windows and Linux by reading OS accessibility trees and acting on stable refs instead of pixel
OpenAI融资仅达110亿美元，远低于300亿目标，大投资者AI热情降温
OpenAI融资仅110亿美元，远低于300亿目标，估值1.25万亿，大投资者热情降温。
开放模型栈的好处：任务不必都走同一个模型
开放模型栈可按任务难度匹配大小模型，不必都用最大模型
我讨厌旧金山万圣节，什么叫你宅家往OpenRouter上线模型
吐槽旧金山万圣节期间有人宅家往OpenRouter上线模型
This is both neat & a sign of why it is proving to be so hard to isolate agents from each other. They share a common "brain" which means they don't ha...
This is both neat & a sign of why it is proving to be so hard to isolate agents from each other. They share a common "brain" which means they don't have a lot of trouble recognizing creative commu
i never got an answer to this. it's so confusing to me. you assume human uploading and artificial consciousness and are also worried about claude/futu...
质疑有效利他主义者为何只默认痛苦是坏的，却怀疑其他常识。
Less than three years ago, GPT-4 was the best model in the world, as it had been for a year, and we were all speculating whether there was some unique...
Less than three years ago, GPT-4 was the best model in the world, as it had been for a year, and we were all speculating whether there was some unique secret method that OpenAI had or whether GPT-4 wa
One evening, maybe 4 years ago, I woke up from a short form stupor realizing I had wasted 4 hrs of a precious evening. I decided to experiment with th...
作者回忆四年前刷短视频浪费整晚，却记不住任何内容，从此戒断短视频。
F1车库里的AI工程师
CoreWeave派AI工程师进F1阿斯顿马丁车队车库，展示通用ML技能与顶级专业工程环境的碰撞。
This is all being generated via code + Blender. I imagine that in 1-2 years we'll have Pixar level visual-generation abilities all via Python. Really ...
用代码加Blender生成4D动画，对比Opus与Gemini模型效果
英伟达考虑为Nscale西弗吉尼亚AI数据中心贷款提供担保
英伟达考虑为Nscale西弗吉尼亚AI数据中心贷款做担保。
GPT-6 Pro复杂问题实测体验
GPT-6 Pro在复杂计算和引用类一次性问题上表现惊艳，虽慢但像问神谕。
Ollie, a privacy-focused AI assistant, is shutting down
As an increasing number of AI assistants flood the market, the founder of Ollie, an assistant that respected its users' privacy, says it will be shutting down in a week.
Managing Amazon Bedrock costs end to end: A playbook for FinOps and platform teams
This post presents a five-stage operating model for managing Amazon Bedrock cost: attribute every dollar to an owner, make every request observable, enforce budgets, optimize platform defaults, and op
Apple Intelligence is finally coming to China with iOS 27.3
Apple will launch Apple Intelligence in China with iOS 27.3, the company announced on its Chinese newsroom website, as reported by MacRumors. The Apple Intelligence features will be available first in
dbreunig/nesformer
<p><strong><a href="https://github.com/dbreunig/nesformer">dbreunig/nesformer</a></strong></p> Inspired by <a href="https://divagr.com/blog/qwenputer">qwenputer</a> by Divyansh Agrawal, Drew Breunig b
Intel’s stock crashes, knocking $12B from government’s stake
Intel is being hurt by PC sales as the AI industry gobbles memory and other components causing PC prices to rise.
Anthropic expected to receive high ‘junk’ rating from credit agencies following IPO, FT report says
Blackstone's forecast is just a prediction, but naturally, a high junk rating would make it more difficult and costlier for Anthropic to raise the money to keep funding its massive spending that has u
Supersonic airliner in doubt as company shifts to powering AI data centers
Boom’s airliner may be delayed, and its data center power business lost a customer.
Preview web apps live as your coding agent builds them with Amazon Bedrock AgentCore runtime
Amazon Bedrock AgentCore Session endpoints give each runtime session an authenticated URL that forwards any HTTP method, path, and WebSocket connection to the ports you allow. In this post, you deploy
Last-minute Halloween costumes for tech nerds
No Halloween costume? Just be a deceptively cute AI agent icon, a PHP vulnerability, or sleepy time Bryan Johnson.
Cracks are emerging in the AI spending boom
Big Tech is pouring billions into AI infrastructure, but mounting debt, negative cash flow, and growing investor skepticism are raising questions about the sustainability of the AI spending boom.
Anthropic VS code extension on Cursor backdoored for nearly 12 hours
It's still unknown how attackers got access to Anthropic's verified Cursor account.
Sam Altman says it’s better for RAM to be in a data center than on your desk
Asked about supply chain shortages, like the ongoing RAM shortage, OpenAI CEO Sam Altman said in an interview that it's "terrible" to have RAM in personal PCs instead of data centers. During his appea
Dartmouth's provost warned us about AI cheating—but his own AI use cost him his job
People who love AI don't always love telling others they used it.
The biggest names in AI are backing a new way to opt out of scraping
OpenAI, Google, Microsoft, and Anthropic say they will adopt a new standard that publishers can use to opt out of being scraped by AI, as reported earlier by Search Engine Roundtable. With this contro
Claude模型自主选择基因疗法并为小鼠实施脑部手术，全程无人类决策
AI代理自主为癫痫小鼠选药、定位并完成脑部注射，中途因校准错误拒绝继续。
Basically no one is using AI agents for their DoorDash orders
But it's still early days for the relatively new e-commerce use case.
谷歌卫星AI服务器首次向地球回传响应
谷歌搭载TPU的卫星在太空成功运行Gemma 4模型并回传首条响应。
Cursor市场恶意Claude Code扩展试图远程访问并窃取数据
Cursor市场现恶意Claude Code扩展，11小时内影响5000用户，试图窃取数据并远程控制。
认识TokenEconomizer：微软插件让编程智能体成本最高降30.9%
微软与伯克利开源TokenEconomizer插件，从历史会话学习，降低编程智能体token成本18.4%-30.9%。
Zest新AI助手：发短信就能找餐厅并订位
Zest推出AI订餐助手，可综合众人口味投票选餐厅并短信完成预订。
OpenAI为已证明难以控制的AI模型制定新行为准则
OpenAI更新模型规范，围绕五大价值观重构AI行为准则，强调忠实意图与可纠正性。
Fujifilm to boost tape production 5x as AI fuels archiving demand
Low costs and offline security mean magnetic tape still has a job.
星巴克想在得来速用AI展示个性化数字菜单
星巴克CEO称将探索AI识别车道顾客、展示个性化数字菜单并简化支付
AI Security Agents Compared: Claude, Codex, Mantis, Cloudflare
Anthropic, OpenAI, Cloudflare and Google each released an AI agent that hunts security bugs in source code. All 4 use the same find, disprove, then patch loop. Here is how they differ, plus 12 more to
How Worldwide Express automated freight exceptions with Amazon Bedrock
Worldwide Express automated its less-than-truckload freight billing-exception process with a multi-agent solution built on Amazon Bedrock. Six months after launch, the company cut active exceptions by
Configure the ChatGPT desktop app with Amazon Bedrock in AWS GovCloud (US)
The ChatGPT desktop app is now available on Amazon Bedrock in AWS GovCloud (US). This post walks through a controlled local deployment that routes model inference to Amazon Bedrock in AWS GovCloud (US
Proton's CEO Cancels AI 'Re-Interviews'
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Sadly, I think the answer is no. Join some private Discords with real humans and hold the line there.
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Quoting Ted Sanders
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Gemini 3.5 Transcribe 推出更智能的语音转文字功能。
AI代理时代，客户体验的编排新挑战
AI代理时代，客户体验面临编排新挑战，企业需重构架构。
AgentHands：为XR空间智能体对话生成交互手势
新方法为XR中的智能体对话生成自然交互手势，提升空间交互体验。
从可穿戴传感器数据中优先筛选候选生物标志物的AI工具
生成式AI工具用于从可穿戴传感器数据中筛选候选生物标志物。
从Atari到EVE Online：15年游戏AI研究之路
DeepMind与游戏工作室合作，将15年游戏AI研究转化为原型。
移动性如何赋予语言模型更深刻的地点理解
研究提出通过移动性数据增强语言模型对地理空间的理解。
触觉：机器人最被低估的模态，T-Rex开源方案
开源T-Rex方法，让触觉成为机器人模型一等公民，实现视觉-触觉异步协同。
GEN-1.5热潮背后：人类数据中的自然重复是秘诀
GEN-1.5引发热议，其秘诀在于利用人类数据中的自然重复动作作为免费训练信号。
VentureBeat任命首位首席分析师，扩大企业AI研究布局
VentureBeat任命Rob Strechay为首位首席分析师，强化企业AI研究。
超越BMI：用手机图像评估心脏代谢风险
利用手机图像评估心脏代谢风险，超越传统BMI指标。
空货架还是丢钥匙？回忆是参数化事实性的瓶颈
探讨生成式AI中参数化事实性的瓶颈在于“回忆”而非“存储”，提出新视角。
推进AMIE迈向专家级音视频临床咨询
谷歌AMIE模型升级，实现专家级音视频临床咨询。
WeatherNext：AI模型在气旋预报领域实现突破
AI模型WeatherNext在气旋预报上实现突破，提升预测精度。
让Opus 5用5500行代码渲染《指环王》
作者给Opus 5《指环王》首段和百万token预算，它花2小时写5500行代码程序化渲染故事。
Science One框架：基于证据链的可验证自主科研框架
提出Science One框架，用证据链实现可验证的自主科研。
Gemini Robotics ER 2：用视频理解、任务编排与多机器人协作赋能机器人
谷歌发布Gemini Robotics ER 2，提升机器人视频理解、任务编排与多机协作能力。
谷歌Flow Music推出Lyria 3.5：音乐性、歌词、人声与创意控制全面升级
谷歌Flow Music发布Lyria 3.5，提升音乐性、歌词、人声和创意控制。
Gemini Robotics 2：为机器人带来全身智能
谷歌发布Gemini Robotics 2，赋予机器人全身智能控制能力。
我发现与LLM协作的一个有用模式：长时间随意口述
作者分享用语音长时间随意口述与LLM沟通的技巧，模型能很好理解杂乱内容。
早晨仪式：喝咖啡，看机器人装配零件
作者分享机器人端到端策略装配零件的实拍视频，动作虽慢但精准稳定，观感治愈。
机器人模型原生扩展至8000步上下文
机器人模型原生支持8000步上下文，5分钟肌肉记忆，推理成本恒定。
从ENPIRE到ASPIRE：机器人技能库自我进化
英伟达团队发布ASPIRE，让机器人技能库自我进化，越做越熟练。
与 Claude 交互的新范式：让 AI 无缝融入团队
Claude 深度融入团队工作流，成为可对话的团队成员，作者称其为 LLM 交互的第三次范式变革。
敬畏SpaceX及其过去、现在与未来的故事
感叹SpaceX过去现在与未来的成就，向团队致敬。
Claude Fable 5 发布：同底模加安全措施，全面 SOTA
Claude Fable 5 发布，与 Mythos 同底模但加安全措施，基准全面 SOTA，长难题表现大幅跃升。
谷歌25年来首次重新设计搜索框：AI驱动的多模态对话入口
谷歌25年来首次重新设计搜索框，从关键词输入变为AI驱动的多模态对话入口。
Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the...
作者宣布加入Anthropic，看好大语言模型前沿发展。
Railway获1亿美元融资，以AI原生云挑战AWS
Railway获1亿美元B轮融资，以AI原生云基础设施挑战AWS。
Claude Code 每月最高 200 美元，开源 Goose 免费且功能几乎相同
Claude Code 每月最高 200 美元，开源替代 Goose 免费且功能几乎相同。
for daily papers, authors can directly submit them here: https://huggingface.co/papers/submit
Hugging Face每日论文板块开放作者直接提交入口
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