今日 AI 热榜
聚合 AI 圈优质公众号 + 海外官方源 + arXiv 论文，多家信源在报道同一事件即进「今日焦点」，按热度/最新排序。
今日焦点
按热度精选 Top 4Anthropic 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
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教AI开车！百度首次披露Apollo World世界模型，让无人驾驶突破“不可能三角”
世界模型技术细节首次公开，自动驾驶关键突破
百度披露Apollo World世界模型，用AI教AI开车，突破无人驾驶不可能三角。
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:
今日热榜
214 篇 · 点分类筛选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.
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
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.
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
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
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
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
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
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
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
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
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
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.
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
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
Agentic cheminformatics with Google Antigravity
Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.
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
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
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
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
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
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
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.
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
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
Anthropic团队零Rust经验起步，靠Claude完成核心API跨语言重构：CPU省40%，延迟降20%
Anthropic团队无Rust经验，用Claude重构核心API，CPU省40%延迟降20%
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.
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
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
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
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
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.
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.
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.
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 .
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
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
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.
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
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.
传音困于内存涨价：囤货、港股遇冷与AI豪赌
传音控股受内存涨价冲击利润腰斩，靠囤芯片与提价短暂反弹，押注端侧AI求定价权。
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.
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.
机器人也中暑？宇树机器人因过热退出登泰山大赛，被担架抬下山；罗技又侮辱用户像狗，「一打折就凑上来」；曝iPhone Duo国行美版存在差异
罗技广告再被指侮辱用户，宇树机器人过热退赛，iPhone Duo国行美版有差异
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 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
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
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。
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
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
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
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
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
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
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
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
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。
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
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
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
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。
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
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
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
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
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
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。
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
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
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
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
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
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
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。
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 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
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。
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
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。
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
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>
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
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。
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
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
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
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。
egregiously misleading and clickbaity headline but the direction is interesting
egregiously misleading and clickbaity headline but the direction is interesting
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
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
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
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
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
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。
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
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
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。
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
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。
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
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。
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。
> 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。
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。
>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
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。
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。
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。
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。
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。
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