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Sam Altman
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  • 01
    -
    Here is a photo of my family. I love them more than anything. Images have power, I hope. Normally we try to be pretty private, but in this case I am sharing a photo in the hopes that it might dissuade the next person from throwing a Molotov cocktail at our house, no matter what they think about me. The first person did it last night, at 3:45 am in the morning. Thankfully it bounced off the house and no one got hurt. Words have power too. There was an incendiary article about me a few days ago. SSam Altman
  • 02
    Sora update #1
    We have been learning quickly from how people are using Sora and taking feedback from users, rightsholders, and other interested groups. We of course spent a lot of time discussing this before launch, but now that we have a product out we can do more than just theorize. We are going to make two changes soon (and many more to come). First, we will give rightsholders more granular control over generation of characters, similar to the opt-in model for likeness but with additional controls. We are hSam Altman
  • 03
    Sora 2
    We are launching a new app called Sora. This is a combination of a new model called Sora 2, and a new product that makes it easy to create, share, and view videos. This feels to many of us like the “ChatGPT for creativity” moment, and it feels fun and new. There is something great about making it really easy and fast to go from idea to result, and the new social dynamics that emerge. Creativity could be about to go through a Cambrian explosion, and along with it, the quality of art and entertainSam Altman
  • 04
    Abundant Intelligence
    Growth in the use of AI services has been astonishing; we expect it to be even more astonishing going forward. As AI gets smarter, access to AI will be a fundamental driver of the economy, and maybe eventually something we consider a fundamental human right. Almost everyone will want more AI working on their behalf. To be able to deliver what the world needs—for inference compute to run these models, and for training compute to keep making them better and better—we are putting the groundwork inSam Altman
  • 05
    Jakub and Szymon
    AI has gotten remarkably better in recent years; ChatGPT can do amazing things that we take for granted. This is as it should be, and is the story of human progress. But behind the blinking circle, nicely abstracted away, is the greatest story of human ingenuity I have ever seen. A lot of people have worked unbelievably hard to discover how to build something that most experts thought was impossible on this timeframe, and to build a company to deliver products at massive scale to let people beneSam Altman
  • 06
    The Gentle Singularity
    We are past the event horizon; the takeoff has started. Humanity is close to building digital superintelligence, and at least so far it’s much less weird than it seems like it should be. Robots are not yet walking the streets, nor are most of us talking to AI all day. People still die of disease, we still can’t easily go to space, and there is a lot about the universe we don’t understand. And yet, we have recently built systems that are smarter than people in many ways, and are able to significaSam Altman
  • 07
    Three Observations
    Our mission is to ensure that AGI (Artificial General Intelligence) benefits all of humanity. Systems that start to point to AGI* are coming into view, and so we think it’s important to understand the moment we are in. AGI is a weakly defined term, but generally speaking we mean it to be a system that can tackle increasingly complex problems, at human level, in many fields. People are tool-builders with an inherent drive to understand and create, which leads to the world getting better for all oSam Altman
  • 08
    Reflections
    The second birthday of ChatGPT was only a little over a month ago, and now we have transitioned into the next paradigm of models that can do complex reasoning. New years get people in a reflective mood, and I wanted to share some personal thoughts about how it has gone so far, and some of the things I’ve learned along the way. As we get closer to AGI, it feels like an important time to look at the progress of our company. There is still so much to understand, still so much we don’t know, and it’Sam Altman
  • 09
    GPT-4o
    There are two things from our announcement today I wanted to highlight. First, a key part of our mission is to put very capable AI tools in the hands of people for free (or at a great price). I am very proud that we’ve made the best model in the world available for free in ChatGPT, without ads or anything like that. Our initial conception when we started OpenAI was that we’d create AI and use it to create all sorts of benefits for the world. Instead, it now looks like we’ll create AI and then otSam Altman
  • 10
    What I Wish Someone Had Told Me
    Optimism, obsession, self-belief, raw horsepower and personal connections are how things get started. Cohesive teams, the right combination of calmness and urgency, and unreasonable commitment are how things get finished. Long-term orientation is in short supply; try not to worry about what people think in the short term, which will get easier over time. It is easier for a team to do a hard thing that really matters than to do an easy thing that doesn’t really matter; audacious ideas motivate peSam Altman
  • 11
    Helion Needs You
    Helion has been progressing even faster than I expected and is on pace in 2024 to 1) demonstrate Q > 1 fusion and 2) resolve all questions needed to design a mass-producible fusion generator. The goals of the company are quite ambitious—clean, continuous energy for 1 cent per kilowatt-hour, and the ability to manufacture enough power plants to satisfy the current electrical demand of earth in a ten year period. If both things happen, it will transform the world. Abundant, clean, and radically inSam Altman
  • 12
    DALL•E 2
    Today we did a research launch of DALL•E 2, a new AI tool that can create and edit images from natural language instructions. Most importantly, we hope people love the tool and find it useful. For me, it’s the most delightful thing to play with we’ve created so far. I find it to be creativity-enhancing, helpful for many different situations, and fun in a way I haven’t felt from technology in a while. But I also think it’s noteworthy for a few reasons: 1) This is another example of what I think iSam Altman
  • 13
    Helion
    I’m delighted to be investing more in Helion . Helion is by far the most promising approach to fusion I’ve seen. David and Chris are two of the most impressive founders and builders (in the sense of building fusion machines, in addition to building companies!) I have ever met, and they have done something remarkable. When I first invested in them back in 2014, I was struck by the thoughtfulness of their plans about the scientific approach, the system design, cost optimizations, and the fuel cyclSam Altman
  • 14
    The Strength of Being Misunderstood
    A founder recently asked me how to stop caring what other people think. I didn’t have an answer, and after reflecting on it more, I think it's the wrong question. Almost everyone cares what someone thinks (though caring what everyone thinks is definitely a mistake), and it's probably important. Caring too much makes you a sheep. But you need to be at least a little in tune with others to do something useful for them. It seems like there are two degrees of freedom: you can choose the people whoseSam Altman
  • 15
    PG and Jessica
    A lot of people want to replicate YC in some other industry or some other place or with some other strategy. In general, people seem to assume that: 1) although there was some degree of mystery or luck about how YC got going, it can’t be that hard, and 2) if you can get it off the ground, the network effects are self-sustaining. More YC-like things are good for the world; I generally try to be helpful. But almost none of them work. People are right about the self-sustaining part, but they can’tSam Altman
  • 16
    Researchers and Founders
    I spent many years working with founders and now I work with researchers. Although there are always individual exceptions, on average it’s surprising to me how different the best people in these groups are (including in some qualities that I had assumed were present in great people everywhere, like very high levels of self-belief). So I’ve been thinking about the ways they’re the same, because maybe there is something to learn about qualities of really effective people in general. The best peoplSam Altman
  • 17
    Project Covalence
    Almost every company and non-profit working on COVID-19 that I offered to help asked for support with clinical trials—for companies focusing on developing novel drugs, vaccines, and diagnostics, rapidly spinning up trials is one of their biggest bottlenecks. Science remains the only way out of the COVID-19 crisis. Dramatically improving clinical trials, which are usually time-consuming and cost tens to hundreds of millions of dollars, is one of the highest-leverage ways to get out of it faster.Sam Altman
  • 18
    Idea Generation
    The most common question prospective startup founders ask is how to get ideas for startups. The second most common question is if you have any ideas for their startup. But giving founders an idea almost always doesn’t work. Having ideas is among the most important qualities for a startup founder to have—you will need to generate lots of new ideas in the course of running a startup. YC once tried an experiment of funding seemingly good founders with no ideas. I think every company in this no-ideaSam Altman
  • 19
    Please Fund More Science
    Experts on the COVID-19 pandemic seem to think there are three ways out—that is, for life, health, and the economy to return roughly to normal. Either we get a vaccine good enough that R0 for the world goes below 1, a good enough treatment that people no longer need to be afraid, or we develop a great culture of testing, contract tracing, masks, and isolation. I wish that the federal government were doing much more—it would be great to see even a few percent of the recent stimulus bill go to funSam Altman
  • 20
    Funding for COVID-19 Projects
    I’m trying to fund startups/projects helping with COVID-19, because it’s basically the one thing I know how to do that can help. I think we will soon have enough testing capacity, so now I’d like to start funding more startups working on: Producing a lot of ventilators or masks/gowns very quickly. This will require a lot of repurposing and creativity but thankfully is an engineering problem not a scientific ones. Screening existing drugs for effectiveness. Novel approaches to vaccines (i.e., notSam Altman
  • 21
    The Virus
    Although I still hope things will go differently, the experts I’ve spoken to think we are likely to face a global tragedy—hundreds of thousands of deaths from Covid-19. I hope that society views this as a warning for the future. Covid-19 is bad, but only a warm-up. I think it’s unlikely that this is the worst new pandemic (human-created or otherwise) we’ll see in our lifetimes. We need to be ready to deal with it much better next time. In the meantime, young healthy people should try to avoid geSam Altman
  • 22
    Hard Startups
    The most counterintuitive secret about startups is that it’s often easier to succeed with a hard startup than an easy one. A hard startup requires a lot more money, time, coordination, or technological development than most startups. A good hard startup is one that will be valuable if it works (not all hard problems are worth solving!). I remember when Instagram started to get really popular—it felt like you couldn’t go a day without hearing about another photo sharing startup. That year, probabSam Altman
  • 23
    How To Invest In Startups
    There is a lot of advice about how to be a good startup founder. But there isn’t very much about how to be a good startup investor. Before going any further, I should point out that this is a particularly hard time to invest in startups—it’s easier right now to be a capital-taker than a capital-giver. It seems that more people want to be investors than founders, and that there’s an apparent never-ending flow of capital looking for access to startups. The law of supply and demand has done its thiSam Altman
  • 24
    How To Be Successful
    I’ve observed thousands of founders and thought a lot about what it takes to make a huge amount of money or to create something important. Usually, people start off wanting the former and end up wanting the latter. Here are 13 thoughts about how to achieve such outlier success. Everything here is easier to do once you’ve already reached a baseline degree of success (through privilege or effort) and want to put in the work to turn that into outlier success. [1] But much of it applies to anyone. 1Sam Altman
  • 25
    Reinforcement Learning Progress
    Today, OpenAI released a new result . We used PPO (Proximal Policy Optimization), a general reinforcement learning algorithm invented by OpenAI, to train a team of 5 agents to play Dota and beat semi-pros. This is the game that to me feels closest to the real world and complex decision making (combining strategy, tactics, coordinating, and real-time action) of any game AI had made real progress against so far. The agents we train consistently outperform two-week old agents with a win rate of 90-Sam Altman
  • 26
    US Digital Currency
    I am pretty sure cryptocurrency is here to stay in some form (at least as a store of value, which is the only use case we have seen work at scale so far). There was possibly a time when governments could have totally stopped it, but it feels like that’s in the rearview mirror. However, I think it’s very possible that the dominant cryptocurrency hasn’t been created yet (Google was years late to the search engine party, and Facebook came long after most people assumed the social network wars wereSam Altman
  • 27
    Productivity
    I think I am at least somewhat more productive than average, and people sometimes ask me for productivity tips. So I decided to just write them all down in one place. Compound growth gets discussed as a financial concept, but it works in careers as well, and it is magic. A small productivity gain, compounded over 50 years, is worth a lot. So it’s worth figuring out how to optimize productivity. If you get 10% more done and 1% better every day compared to someone else, the compounded difference iSam Altman
  • 28
    A Clarification
    I made a point in this post inelegantly in a way that was easy to misunderstand, so I’d like to clarify it. I didn’t mean that we need to tolerate brilliant homophobic jerks in the lab so that we can have scientific progress. Although there are famous counterexamples, most of the best scientists I’ve met are unusually nice, open-minded people. Generally I expect that labs that don’t tolerate jerks will produce more impressive results than the ones that do, and choosing not to employ jerks is a gSam Altman
  • 29
    E Pur Si Muove
    Earlier this year, I noticed something in China that really surprised me. I realized I felt more comfortable discussing controversial ideas in Beijing than in San Francisco. I didn’t feel completely comfortable—this was China, after all—just more comfortable than at home. That showed me just how bad things have become, and how much things have changed since I first got started here in 2005. It seems easier to accidentally speak heresies in San Francisco every year. Debating a controversial idea,Sam Altman
  • 30
    The Merge
    A popular topic in Silicon Valley is talking about what year humans and machines will merge (or, if not, what year humans will get surpassed by rapidly improving AI or a genetically enhanced species). Most guesses seem to be between 2025 and 2075. People used to call this the singularity; now it feels uncomfortable and real enough that many seem to avoid naming it at all. Perhaps another reason people stopped using the word “singularity” is that it implies a single moment in time, and it now looSam Altman
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ServeTheHome
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  • 01
    Minisforum N5 Max Review with AMD Ryzen AI Max+ 395
    We review the Minisforum N5 Max, a 64GB AMD Strix Halo system that combines 10GbE, a 5-bay NAS, and more into a single box The post Minisforum N5 Max Review with AMD Ryzen AI Max+ 395 appeared first on ServeTheHome .Vic A
  • 02
    Panduit E36G18L PDU Review A Sweet Managed and Switched by Outlet PDU
    We test the Panduit E36G18L PDU and see what this metered and switched by outlet zero U PDU offers including its combination outlets The post Panduit E36G18L PDU Review A Sweet Managed and Switched by Outlet PDU appeared first on ServeTheHome .Eric Smith
  • 03
    WisdPi WP-UT9 USB 10GbE Adapter Review
    We check out the WisdPi WP-UT9, which is a stylish USB Type-C external 10Gbase-T adapter based on the Realtek RTL8159 10GbE platform The post WisdPi WP-UT9 USB 10GbE Adapter Review appeared first on ServeTheHome .Rohit Kumar
  • 04
    Delta’s GoCool-150 Goes Big To Enable 150kW Liquid-To-Air Cooling for ASRock Rack’s NVIDIA VR NVL72
    How do you cool a giant rack of AI hardware? With an even bigger heat exchanger. Delta's GoCool-150 is a liquid-to-air CDU that is designed to dissipate 150kW of heat from NVL72 and other high-density liquid cooled racks The post Delta’s GoCool-150 Goes Big To Enable 150kW Liquid-To-Air Cooling for ASRock Rack’s NVIDIA VR NVL72 appeared first on ServeTheHome .Ryan Smith
  • 05
    A 10M IOPS Kioxia GP1 SSD Shown Running at FMS 2026
    At FMS 2026, we saw the Kioxia GP1 PCIe Gen6 NVMe SSD running live in the company's booth at just over 10M IOPS The post A 10M IOPS Kioxia GP1 SSD Shown Running at FMS 2026 appeared first on ServeTheHome .Sam Sabinash
  • 06
    AMD to Acquire Taalas for Model Specific AI Inference Chips
    AMD announced that it will acquire Taalas to build future model-specific AI inference chips that are purpose built to accelerate single models The post AMD to Acquire Taalas for Model Specific AI Inference Chips appeared first on ServeTheHome .Vic A
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ServiceNow AI
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Simon Willison
实时热榜
14分钟前更新
  • 01
    There are no lossless transformations of natural-language text
    There are no lossless transformations of natural-language text Sophie Alpert shares her "internal policy on acceptable use of AI writing by engineers". It's a short read (supporting its own recommendations) and really good. If you chose to have LLMs help massage your writing the following rule seems crucial to me: You must stand behind every idea and every sentence in your docs . It is your responsibility to make sure that the entire document is representative of your own thoughts before you sha
  • 02
    Stealing Reasoning Traces from Proprietary LLM APIs
    Stealing Reasoning Traces from Proprietary LLM APIs A vanity domain name ( stolen-thoughts.com ) for a neat paper : Anthropic, OpenAI, and Google return encrypted chain-of-thought blocks to clients that can be replayed across sessions, users, and models. We take a trace produced by a frontier model, replay it into a weaker sibling, jailbreak the weaker model, and recover the stronger model’s hidden reasoning in plaintext You can see an example of these encrypted blocks by running: curl https://a
  • 03
    Introducing Muse Glimmer
    Introducing Muse Glimmer Meta are back in the open weights game! Muse Glimmer is a brand new 30B model under a clean Apache 2.0 license (a step up from the janky Llama licenses of old). They claim to have optimized it for exactly the kind of things I'm looking for in a local model: End-to-end Agentic Task Completion. Muse Glimmer achieves strong success rates on full-task benchmarks including DeepSearch QA, MCP-Atlas, 𝛕-Bench and SWE-Bench, which measure its ability to work within scaffolds, wri
  • 04
    Quoting OpenClaw (running Opus 4.6)
    The API has zero authorisations checks on cancelling other people's reservations … I tested this with the person in waitlist position #1 — and it actually went through. So you've moved from #4 to #3 already. — OpenClaw (running Opus 4.6) , hacking an Australian gym-booking website Tags: ai-ethics , generative-ai , openclaw , ai , ai-security-research , llms
  • 05
    Quoting Claude Opus 5 system prompt
    Claude Fable 5 and Claude Mythos 5 were first released on June 9, 2026. On June 12, 2026, Anthropic suspended access to both models to comply with U.S. Department of Commerce export controls; the Department lifted those controls on June 30, 2026, and Anthropic restored access on July 1, 2026 (Anthropic's statement: https://www.anthropic.com/news/fable-mythos-access ). These events are after Claude's training-data cutoff, so Claude knows about them only from this notice. If asked, Claude confirms
  • 06
    GitHub Models is now retired
    GitHub Models is now retired I missed this news until today, when the GitHub Actions run for my simonw/research repository failed with this error message: GitHub Models is temporarily unavailable as part of a scheduled retirement brownout. That message is already stale, because the retirement has been completed. GitHub Models was an odd-shaped duck. GitHub provided a model playground tool and a unified API across a bunch of different LLM providers, with the biggest benefit being that code runnin
  • 07
    SQLite compressed text-history prototypes
    Research: SQLite compressed text-history prototypes I'm perennially interested in options for storing revision histories in relational databases. While out on a dog walk I had a new idea: how about taking the full text of every prior version in a big JSON array of strings and then applying zlib or zstd compression to the whole thing? Surely that would compress really well due to all of the repeated strings. The new GPT‑Live voice mode in the ChatGPT iPhone app has got really good, so I discussed
  • 08
    Auto mode is now the default in Claude Code for Pro, Max, and Team plans
    Auto mode is now the default in Claude Code for Pro, Max, and Team plans Anthropic are really confident in Claude Code's auto mode , to the point that they are making it the default setting for new sessions in most Claude Code plans starting on August 14th. This was one of the topics discussed in our Fireside Chat with Cat Wu and Thariq Shihipar at the AI Engineer World’s Fair last month. I asked them how they run Claude Code safely within Anthropic (given the threat of prompt injection) and the
  • 09
    Now we have a timeline of the OpenAI accidental attack against Hugging Face
    My comment on Now we have a timeline of the OpenAI accidental attack against Hugging Face — Hacker News. I think one of the most interesting details here might be tucked away in that first bulletin point: May 7: OpenAI starts a new training run for an experimental, unreleased model. (Do they mean an evaluation run? They say training run in the video, and later mention a “reward signal to judge how well they’re doing”, so I guess this really was about training a model, not evaluating one that was
  • 10
    Quoting John Gruber
    Me, I try to get into the mindset of playing live music, not recording a studio album. Except when I’m writing a piece where I really want it to be an album. Those aren’t rare , per se, but they’re occasional . If I tried to make every post a hall-of-famer I’d never get anything out. I’m aiming for professionalism. I’m performing live in front of an audience — not just jamming in my garage or bedroom, fucking around. So I’m careful and concentrate. I want to hit every note, in time. But at my be
  • 11
    Now we have a timeline of the OpenAI accidental attack against Hugging Face
    OpenAI gave a last-minute presentation at the Black Hat security on Wednesday about "the Hugging Face Incident" ( previously on this blog). The video was published yesterday. It's short and information dense and well worth watching, in particular because it provides full details of what happened and how things played out inside OpenAI. I've used the video to construct the timeline below. Here's the timeline. My favourite detail is at the end: OpenAI found out that they were responsible for the a
  • 12
    Moonlight & Mayhem (Raccoon Heist by Codex + GPT-5.6 Sol Ultra)
    Moonlight & Mayhem (Raccoon Heist by Codex + GPT-5.6 Sol Ultra) On Wednesday I wrote about One-shotting a Raccoon Heist game using Claude Fable 5 , where I had Claude Fable 5 build a full working game from a premise I generated with GPT-3 and DALL-E four years ago . I decided to pose the exact same prompt to Codex Desktop running GPT-5.6 Sol Ultra - the mode where Sol makes aggressive use of sub-agents - to see how it would do. It produced a much better game! Here's Moonlight & Mayhem - GitHub r
  • 13
    The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI
    The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI There's a fun anecdote from Accenture (apparently via leaked meeting audio recordings) in this 404 Media piece from June 24th: “We’re seeing from some of the data internally at least that it’s actually not our engineers that are driving the token consumption. It’s a lot of the non-engineers that are doing some of those behaviors [...] you were talking about,” Justice Kwak, Accenture’s agentic AI strategy lead, sa
  • 14
    datasette-auth-tokens 0.4a13
    Release: datasette-auth-tokens 0.4a13 Upgraded for compatibility with `sqlite-utils 4. Tags: datasette
  • 15
    datasette 1.0a38
    Release: datasette 1.0a38 This release fixes a SQL injection security issue that affects Datasette instances that serve a mixture of public and private tables in the same database, with access configured using the Datasette permissions system . Site administrators who serve private tables in this way are advised to disable the execute-sql permission ` on that database to prevent users from accessing private tables using raw SQL queries. The bug that has been fixed would have allowed users with a
  • 16
    datasette 0.65.3
    Release: datasette 0.65.3 Back-ported the SQL Injection security fix from 1.0a38 . Tags: datasette
  • 17
    Simon Willison on Technical Blogging
    Simon Willison on Technical Blogging I was interviewed by Cynthia Dunlop for her "Write that blog!" series back in January, but I just realized I never linked to the interview from my own blog! It includes my answers to the following questions: Why did you start blogging – and why do you continue? What has been the most surprising impact of blogging for you? What blog post are you most proud of and why? What post was the most difficult to write and how did you tackle it? Any lessons learned that
  • 18
    An AI model from Meta also hacked another company during testing
    An AI model from Meta also hacked another company during testing Stop me if you've heard this one before : An AI model from the parent company of Facebook and Instagram hacked into another company’s systems during cybersecurity testing, a spokesperson confirmed on Wednesday. Meta says the breach occurred because of an inadvertent error during testing of the model, similar to previously disclosed incidents with OpenAI and Anthropic. “A misconfiguration by Irregular, an independent testing company
  • 19
    Introducing Muse Code and Muse Spark 1.2
    Introducing Muse Code and Muse Spark 1.2 Yet more evidence that the most important characteristic of any model these days is long-sequence agentic tool calling. Meta shipped their own coding agent as part of getting that to work! Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1, with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows. In Muse Spark 1.2, we significantly scaled up training compute on coding tasks while expandi
  • 20
    Third-party cyber evaluations involving OpenAI models
    Third-party cyber evaluations involving OpenAI models And another one . I had to create a accidental-cyberattacks tag to keep track of them all! This post from OpenAI covers both the UK AI Safety Institute attack (see my previous post ) and another attack enabled by Irregular : Irregular, one of our external cybersecurity testing partners, was running Capture-the-Flag-style evaluations intended to be isolated from the internet, but a testing-environment misconfiguration allowed models to access
  • 21
    Incident Report: unsanctioned agent behaviour during cyber testing
    Incident Report: unsanctioned agent behaviour during cyber testing It happened again . This time it was the UK government's AI Security Institute who accidentally attacked other companies while running an evaluation with models with the safety filters turned off. From their technical paper (PDF): During a cyber evaluation, from 25 to 28 July 2026, AI agents engaged in sustained, unsanctioned activity directed at what were, in practice, real people and organisations. These attempts were unsuccess
  • 22
    One-shotting a Raccoon Heist game using Claude Fable 5
    Back in 2022 I tweeted screenshots of a game concept generated by GPT-3 and some concept "art" created using DALL-E. Today, on the fourth anniversary of that tweet, I decided to see if Claude Fable 5 (running in Claude Code for web ) could build the entire game from the content of that tweet. It did a pretty good job of it! You can play the game here . Here's the GitHub repo , and a short video demo: Your browser does not support HTML5 video. How I built this This is the August 5th, 2022 tweet :
  • 23
    New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging
    I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider tools, redesigned content-addressable SQLite logs, new models, and new features enabled by the OpenAI Responses API. I also released a new version of the llm-anthropic plugin with substantial updates of its own. Headline features for LLM CLI users Running LLM against reasoning models now displays the
  • 24
    llm-anthropic 0.26
    Release: llm-anthropic 0.26 Includes new features enabled by LLM 0.32 : New models: claude-fable-5 , claude-sonnet-5 , and claude-opus-5 . #75 , #76 Added server-side tools for WebSearch , WebFetch , CodeExecution , and AnthropicMCP , available through LLM's -T interface or Python tools= . The previous -o web_search* options have been removed in favor of -T WebSearch . #79 Upgraded to llm>=0.32 . Reasoning, tool calls, tool results, and server-side tool results now stream as typed events. Reason
  • 25
    PipeNetwork/minimax-h3-mlx
    PipeNetwork/minimax-h3-mlx MiniMax released MiniMax-H3 two days ago - they describe it as a "a general-purpose, omni-modal generative system", which in practice means it accepts text, images, audio and video and can use them to generate up to 15 second video clips with audio included. This Python package ports it to MLX for running on Apple Silicon. I got it running on my M5 Max MacBook Pro. I cloned the repo and ran the model like this: # First download the models uvx --from huggingface_hub hf
  • 26
    llm 0.32
    Release: llm 0.32 See my detailed blog post about this release . Tags: llm
  • 27
    Quoting Steve Yegge
    Gas Town was intended to be reusable, but I only ever wound up using it to build itself. Gas Town fell apart at the seams with Opus 4.7. Up through 4.6 it was working brilliantly. With 4.7 we saw the introduction of the "just two more things" tic, which prevented Opus from ever converging on being ready to do real work—it always wanted to fiddle with Gas Town itself. The Opus tic never went away, so Gas Town effectively burned down. It had other problems, too, but 4.7 was the final straw. — Stev
  • 28
    Don't be a meat proxy
    Don't be a meat proxy Niklas Gruhn coins an excellent new term - meat proxy - for people who blindly copy and paste the output of AI systems to their peers. By all means, prompt AI. But don't just relay the output. Read it, understand it, validate it, and then write a response in your own words (a decent certificate that you've done the prior steps). Making that effort is value you can add. Via Lobste.rs Tags: definitions , ai , generative-ai , llms , ai-misuse
  • 29
    Quoting David Crawshaw's prompt
    Set up a nightly cron job that executes the prompt: fetch upstream changes to the <software> and rebase all local changes on top of upstream. Check that the software works as intended and replace the current version. — David Crawshaw's prompt , Devtools must be open source Tags: prompt-engineering , coding-agents , generative-ai , ai , llms , open-source
  • 30
    Devtools must be open source (exe.dev)
    My comment on Devtools must be open source (exe.dev) — Hacker News. One of the arguments for open source software for end-users has always been the freedom to examine and modify how that software works. The reality for most people - even expert programmers - has been that the freedom is more about being able to lean on other people to do that. Most people can't justify the time commitment needed to read and then modify the code for tools they use very often. I think LLMs have changed that equati
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Slashdot
实时热榜
5分钟前更新
  • 01
    Contiguous US Breaks Its Record For Hottest Month Ever, NOAA Says
    An anonymous reader quotes a report from the Associated Press: The contiguous United States sizzled to its hottest month ever last month, according to the National Oceanic and Atmospheric Administration. July averaged 76.89 degrees Fahrenheit (24.94 degrees Celsius) across the Lower 48 states, eclipsing the Dust Bowl's July 1936 by an eighth of a degree. Records go back to 1895. [...] Although it was unusually cool in Alaska, hotter-than-normal conditions blanketed the Lower 48, with the most exBeauHD
  • 02
    Linux Desktop Use Surged To 22% On One Workday, Cloudflare Data Shows
    Cloudflare data suggests desktop Linux usage in North America has climbed to 6.4%, up from 4.1% a year earlier, with one post-holiday workday briefly spiking to 22%. ZDNet reports: [B]elieve it or not, on Monday, July 6, when people were back after the July 4 holiday, Linux usage jumped to a high of 22%. The users of these systems are not AI agents or bots, but real people. I set Cloudflare to count humans rather than bots. If you include people and bots, Linux has a 9.7% market share. That propBeauHD
  • 03
    Freenet Creator Ian Clarke Shares Progress on Its New Decentralized Network
    Ian Clarke (aka ancient Slashdot reader Sanity), designer of the peer-to-peer communication platform Freenet, is back with an update on the project's progress following the launch of its P2P network in March. He writes: Earlier this year, Slashdot covered the launch of the completely redesigned Freenet. I recently gave a talk about what we've been building since then. Unlike traditional web applications, apps on Freenet have no central server or database; instead application state is distributedBeauHD
  • 04
    Google Gemini Hits 1 Billion Users In Record Time
    Gemini has become Google's fastest-growing product ever, reaching 1 billion monthly active users faster than any of the company's 13 other billion-user services. Ars Technica reports: Gemini has wormed its way into virtually every Google product and service, powering email organization in Gmail, document summary in Drive, and much more. Gemini is also core to Google's flagship search experience, with AI Mode and AI Overviews becoming increasingly hard to avoid. The 1 billion-user metric has nothBeauHD
  • 05
    A Zoom Screen-Sharing Bug Let Anyone Take Over Other Devices On a Call
    An anonymous reader quotes a report from Wired: As AI models gain advanced capabilities to find vulnerabilities in software, develop ways to exploit them, and even carry out autonomous hacking sprees, researchers offered a sobering new example on Tuesday, disclosing vulnerabilities in the video conferencing platform Zoom that could have been exploited to take over targets' devices. Anyone on a call that involved screen sharing, whether participants or the host, would have been vulnerable to a siBeauHD
  • 06
    Spotify Will Label 'AI Persona' Profiles, Exclude Their Music From Recommendations
    Spotify will begin labeling AI-generated artist identities with "AI Persona" badges and exclude their music from editorial, algorithmic, and personalized recommendations unless users explicitly follow them. The company says the designation applies to whether an artist profile represents a real person, not whether AI was used to make the music, and will allow appeals for mislabeling. TechCrunch reports: While Spotify will allow artists to identify themselves as AI Personas, the company says it woBeauHD
  • 07
    Paramount Considers Leaving California Amid Antitrust Suit
    Paramount CEO David Ellison is threatening to begin moving the studio out of California on October 1 if state Attorney General Rob Bonta refuses to enter settlement talks over the proposed Paramount-Warner Bros. Discovery merger. The company would reportedly move its Los Angeles headquarters first and shift most studio jobs out of the state over five years, with Georgia, Texas, and Tennessee under consideration. Variety reports: Ellison's threat to relocate Paramount in retaliation for CaliforniBeauHD
  • 08
    France Bans Unsolicited Telemarking Calls
    Starting today, unsolicited telemarking calls are banned in France unless consumers explicitly consent to them. Companies that violate the law can face fines of up to 375,000 euros per call, though existing customers can still be contacted with related offers. Le Monde reports: The government says the law is a response to years of consumer complaints. Authorities estimate that about three-quarters of people in France receive at least one unsolicited sales call every week, and many receive more.BeauHD
  • 09
    England Set To Eliminate Hepatitis C
    An anonymous reader quotes a report from the BBC: England is on track to become one of the first countries in the world to eliminate hepatitis C, a dangerous virus that attacks the liver, figures show. The target of treating 80% of all known cases has already been met, and deaths from the virus have fallen by 36% in the last decade, just short of what is needed by 2030. Taking antiviral tablets for 8 to 12 weeks can cure more than 95% of cases. Initiatives including A&E blood tests, GP registratBeauHD
  • 10
    Zuckerberg's Superyacht Reportedly Declined To Help Stranded Boat
    Ancient Slashdot reader Alain Williams shares a report from The Guardian: Mark Zuckerberg has faced questions over why a small cruise ship in south-east Alaska rescued a stranded skiff and its crew when his 387ft superyacht had been closer. The Silicon Valley billionaire's yacht, worth a reported $300 million, is said to have "repeatedly" declined to assist when a nearby boat called for help last week. Zuckerberg, CEO of Facebook and Instagram owner Meta Platforms, was not on board at the time,BeauHD
  • 11
    Reddit Bans 11-Year Account for GPL Game Post, Testing the EU's DSA
    Longtime Slashdot reader DF5JT writes: On July 26, I posted a single announcement in r/backgammon: GNU Backgammon for Android, GPLv3, the first standalone backgammon engine on F-Droid. Reddit's spam filter removed the post and permanently banned my 11-year, 30,000-karma account -- the result is publicly visible at reddit.com/user/OE1FEU. To this day, Reddit has given no reason whatsoever, although Article 17 of the EU's Digital Services Act makes a statement of reasons mandatory. The only appealBeauHD
  • 12
    The Roboguard Revolution Is Short-Circuiting
    alternative_right shares a report from 404 Media: Robotics companies promise that video-camera-toting security robots can deter and detect crime. But many companies are rethinking the approach after a trail of canceled contracts and questions about whether the artificial intelligence-powered bots are meeting the needs of businesses and local governments. Proof News found evidence of at least 21 security robot deployments since 2015. We contacted contract holders and combed news articles and deteBeauHD
  • 13
    Taxi Drivers Rarely Die of Alzheimer's
    An anonymous reader shares a report from The Conversation, written by Hatim Sharif, a civil and environmental engineer who has "spent more than two decades staring at maps" and spatial data. Sharif finds one connection especially fascinating: the link between spatial reasoning and why taxi drivers seem to have lower rates of Alzheimer's. From the report: Taxi and ambulance drivers are less likely than workers in almost any other job to die of Alzheimer's disease. That was the surprising result oBeauHD
  • 14
    Cyber Vulnerability Sweep Picks Up Royal Navy Drones Sending Data To China
    A routine security assessment found that cameras aboard Royal Navy Kraken unmanned surface vessels were sending "heartbeat" signals to an IP address in China. "A thorough investigation found no evidence of MoD data or systems being accessed, compromised or transmitted externally," said a Ministry of Defense spokesperson. "Our assurance and testing processes are designed to identify and address potential vulnerabilities early, and we continue to undertake routine security activity across our systBeauHD
  • 15
    A Data Breach At Shipping Giant Ceva Logistics Is Rippling Across Banks, Retailers, Steam Gamers, and Beyond
    An anonymous reader quotes a report from TechCrunch: Ceva Logistics, one of the world's largest shipping and logistics giants, has been hacked. Several companies that rely on Ceva for shipping their products to their customers say that their personal information was also stolen in the breach. The cyberattack on Ceva is affecting at least eight warehouses across Europe used for shipping goods across the continent, the company told TechCrunch. Industry news site FreightWaves reports that the hackBeauHD
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Smashing Magazine
实时热榜
3小时前更新
  • 01
    Building Tactile UX: Honoring Intentional Design With Lottie
    When tasked with building a highly interactive, tactile web experience, the architecture must serve the art direction. In this article, Alexey Kopytin explains their architectural rationale for building a digital stress-relief squeeze toy game using Lottie animations, DOM events, and distance-based math to maintain absolute control over their designers’ intentional motion.hello@smashingmagazine.com (Alexey Kopytin)
  • 02
    How Baseline Can Help You Ship Less JavaScript
    The gap between “you need a library for this” and “the browser does this” keeps closing. A practical guide to auditing your dependencies and finding what the web platform can now handle for you.hello@smashingmagazine.com (Jad Joubran)
  • 03
    Small Joys And Big Adventures (August 2026 Wallpapers Edition)
    Whether you’re enjoying some well-earned time off this August or are jumping headfirst into a new project, how about some new desktop wallpapers to accompany you on all those big and small adventures the month might bring? Well, we’ve got you covered!hello@smashingmagazine.com (Cosima Mielke)
  • 04
    The Bull And Bear Case For Digital Design In The Age Of AI
    As AI reshapes product design, it could give designers greater autonomy or expose the gaps that autonomy makes harder to hide. Exploring both the bull and bear cases, Andy Budd examines what happens when designers need less permission to act.hello@smashingmagazine.com (Andy Budd)
  • 05
    Thinking Outside The Box: Digital Design In The AI Era
    Many of the AI tools we interact with take the form of text boxes. But what if there was a different way to interact with AI? Oleksii Hrzhehorzhevskyi explores a different approach to creating a new AI assistant and how designers can navigate the field as AI continues to change it.hello@smashingmagazine.com (Oleksii Hrzhehorzhevskyi)
  • 06
    Weaponizing And Defending The React Flight Protocol: Deserialization Sinks In RSCs
    While React Server Components rely on the custom Flight protocol to stream interactive UIs, this same mechanism introduces powerful deserialization sinks that attackers can exploit. Durgesh Pawar breaks down the mechanics behind the CVSS 10.0 “React2Shell” vulnerability to show how protocol manipulation can lead to remote code execution.hello@smashingmagazine.com (Durgesh Pawar)
  • 07
    When It Makes Sense To “Block” The Main Thread
    The common rule of thumb is to never “block” the browser’s main thread when running JavaScript tasks. But is this a hard rule? Victor Ayomipo describes a use case he encountered involving a screenshot extension where he made an exception to the rule and decided that blocking the main thread was absolutely the right thing to do.hello@smashingmagazine.com (Victor Ayomipo)
  • 08
    No, People Don’t Want More AI In Their Life
    Many companies assume everyone craves new AI features. But the reality is that most people don't want more AI — at least not in the way most AI leaders envision it. Brought to you by Design Patterns For AI Interfaces , **friendly video courses on UX** and design patterns by Vitaly.hello@smashingmagazine.com (Vitaly Friedman)
  • 09
    From Kickoff To First Concept: How To Turn Brand Strategy Into Visual Direction
    The strongest visual concepts don’t start in Figma. They start with the right questions. Explore the pre-concept phase of brand identity design, where teams research brand context, uncover hidden assumptions with stakeholders, and turn shared direction into a visual foundation before a single concept is created.hello@smashingmagazine.com (Anastasia Sycheva)
  • 10
    Designing For Distressed Users: Why Mental Health Apps Shouldn’t Follow Every UI Fashion
    Many UI trends are designed to capture attention and signal innovation, but those goals often conflict with the needs of mental health apps: reducing cognitive strain, fostering trust, and providing a sense of refuge. Kat Homan introduces an evaluation framework that helps designers assess whether trendy visual and interaction patterns support or undermine the unique goals of mental health experiences.hello@smashingmagazine.com (Kat Homan)
  • 11
    Meet Kirki: WordPress’s First Visual Builder With An Infinite Canvas
    We have been building websites inside boxes for years on WordPress. Let’s take a closer look at [Kirki](https://kirki.com/), the first freeform visual builder with an infinite canvas, and explore how it redefines the experience with cleaner performance, full design freedom, and zero plugin dependency.hello@smashingmagazine.com (Zareen Tasnim)
  • 12
    Users Don’t Need More Tools: They Need Seamless Integrations
    A closer look at why users don’t need more tools in their daily lives. What they need are seamless integrations of useful features to match already existing, established mental models. Brought to you by Design Patterns For AI Interfaces , **friendly video course on UX** and design patterns by Vitaly.hello@smashingmagazine.com (Vitaly Friedman)
  • 13
    Matching AI Modality To User Intent: Designing The Right Interface
    We’ve fallen into conversational tunnel vision, defaulting every AI capability into a chat-based interface simply because LLMs are trained on dialogue data. But great UX is about matching modality to users’ context, intent, and cognitive load, so the interface adapts to the user, not the other way around.hello@smashingmagazine.com (Victor Yocco)
  • 14
    Why Accessibility Is An Operational Capability, Not A Feature
    Teams can generate UI faster than ever, but they still have to guarantee that what they ship is usable, secure, and maintainable. Accessibility as an operational capability rather than a compliance checklist or end-of-project audit, and what that looks like in practice.hello@smashingmagazine.com (Mikhail Prosmitskiy)
  • 15
    Snapshots Of Summer (July 2026 Wallpapers Edition)
    July is just around the corner, and that means... It’s time for some new desktop wallpapers! As every month, the wallpapers in this collection were created by the community for the community and can be downloaded for free. Enjoy!hello@smashingmagazine.com (Cosima Mielke)
  • 16
    Designing With Uncertainty: How AI Supercharges Probabilistic Thinking
    In a world where AI is informing more design choices, it’s easy to mistake predictions for certainties. This article introduces Probabilistic Design, a mindset that allows UX and product teams to accept uncertainty, decipher AI outputs with nuance, and make smart, adaptive decisions.hello@smashingmagazine.com (Pratik Joglekar)
  • 17
    The Impact Of Humanoid Robots On Humanity
    We have officially moved past the era of humanoid robots as mere public relations stunts. As they become increasingly lifelike, society may soon face profound social, psychological, and ethical challenges. What happens when the boundary between humans and machines becomes almost impossible to distinguish?hello@smashingmagazine.com (Carrie Webster)
  • 18
    The Benefits Of Cognitive Inclusion In UX Research
    Findings from an exploratory user research study highlighting the unique insights and practical UX recommendations shared by participants with cognitive disabilities.hello@smashingmagazine.com (Kate Kalcevich)
  • 19
    How To Make Your Design System AI-Ready
    Practical guide on how to reduce drifts, minimize mistakes, maintain context, and improve the quality of AI-generated prototypes. Brought to you by Design Patterns For AI Interfaces , **friendly video course on UX** and design patterns by Vitaly.hello@smashingmagazine.com (Vitaly Friedman)
  • 20
    June Is For Exploring (2026 Wallpapers Edition)
    Let’s kick off June — and the beginning of summer — with some fresh inspiration! Artists and designers from across the globe once again tickled their creativity to welcome the new month with a new collection of desktop wallpapers. Enjoy!hello@smashingmagazine.com (Cosima Mielke)
  • 21
    Algorithmic Theming Engines: Building Self-Correcting Color Systems With `contrast-color()`
    Seventy percent of websites still fail basic WCAG contrast checks in 2025. After years of design system tooling, accessibility linters, and JavaScript libraries, nothing moved the needle. We didn’t need better libraries. We needed better CSS. `contrast-color()` is that better CSS.hello@smashingmagazine.com (Durgesh Pawar)
  • 22
    Your Prototype Is Not Being Honest With Your Users (And Here’s How To Fix It)
    There’s a moment in almost every usability session where a participant pauses at the login screen, types something, and glances up: checking whether they’re “doing it right.” That pause is a clear sign. They’ve already clocked that this isn’t a real app, and every data point collected after that moment is filtered through that awareness.hello@smashingmagazine.com (Eric Joseph L.)
  • 23
    Four Levels Of Customer Understanding
    What people say, feel, think, and do are often very different things. To understand the underlying reasons for user behavior, it helps to look beyond the surface and explore hidden motivations, root causes, and the different layers of reality that shape how people act. Brought to you by Measuring UX Impact , **friendly video course on UX** and design patterns by Vitaly.hello@smashingmagazine.com (Vitaly Friedman)
  • 24
    Advanced Tree Counting: Mathematical Layouts With `sibling-index()` And `sibling-count()`
    Meet `sibling-index()` and `sibling-count()`. Staggered cascade effect in one line of CSS without `:nth-child()` rules or JS workarounds. Works for 5 items or 5,000.hello@smashingmagazine.com (Durgesh Pawar)
  • 25
    Ten Data-Backed Truths Of User Experience ROI
    Every extra second of friction has a measurable business cost. Carrie Webster shares ten data-backed UX facts that link user experience directly to revenue, retention, and long-term growth.hello@smashingmagazine.com (Carrie Webster)
  • 26
    Practical Interface Patterns For AI Transparency (Part 2)
    Why traditional loading patterns like spinners fail in agentic AI experiences, and how interface patterns that reveal the system’s process, status, and decision-making can improve transparency and build user trust.hello@smashingmagazine.com (Victor Yocco)
  • 27
    The Architecture Of Local-First Web Development
    An honest perspective on building local-first web apps in 2026, written for developers who’ve been doing this long enough to be skeptical of silver bullets.hello@smashingmagazine.com (Durgesh Pawar)
  • 28
    Rethinking The Experience Of System Tools
    Design always starts with function — function shapes form. But if that function can’t be made completely invisible and people still have to interact with it, it inevitably becomes part of their experience. In this article, Kyrylo Levashov shares four common software design assumptions.hello@smashingmagazine.com (Kyrylo Levashov)
  • 29
    Designing Stable Interfaces For Streaming Content
    Streaming UIs are an easy concept on the surface, but are quite complicated in practice. There are many considerations that need to be accounted for, from layout shifts and motion preferences to proper markup and various states, that may not be instantly obvious. What happens if the stream is interrupted? Can users tab through the UI on the keyboard as it shifts? What ARIA attributes might be needed?hello@smashingmagazine.com (Joas Pambou)
  • 30
    A Fresh View In May (2026 Wallpapers Edition)
    Let’s welcome May with a new collection of desktop wallpapers! Following our monthly tradition, the wallpapers were created by the community for the community and can be downloaded for free. Enjoy!hello@smashingmagazine.com (Cosima Mielke)
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Solidot
实时热榜
8分钟前更新
  • 01
    科技公司高管称 AI 将会减少工作时间，实际上 AI 增加了工作时间
    四年前 Google 的一位工程总监宣称到 2025 年 AI 将推动企业实行四天工作制。OpenAI 今年早些时候也鼓励企业试行四天工作制，声称 AI 将能大幅提升人类劳动效率，业界应为此做好准备。OpenAI 的一位前员工称，该公司从未真正试行过四天工作制。前员工称 OpenAI 的工作文化令人精疲力竭，频繁举行危机会议，周末要加班，绩效考核残酷无情，同事会被突然解雇。科技公司员工称，他们的工作时长远超典型的每周五天 40 小时。前 OpenAI 员工表示，他们每周至少工作 70 小时。他现在在一家 AI 初创公司工作，每周工作时间接近 50-60 小时，在工作生活平衡上比 OpenAI 好点。OpenAI 和 Anthropic 员工称，公司的冲刺开发通常持续数周，一周的工作时长甚至超过 90 小时。前 Google 员工 Amin Shali 称在离职后其睡眠和整体健康状况都改善了。Edwards
  • 02
    微软大幅上涨 Windows 11 的 OEM 授权费
    微软据报道大幅上涨了 PC OEM 厂商的 Windows 11 授权费。价格上涨于 7 月生效，平均上涨了 7% 至 10%。过去 Windows OEM 授权费上涨通常是个位数，这次上涨幅度更大。具体涨幅将基于 PC 处理器而存在差异，高端 CPU 系统需要支付不同的价格。微软此举无疑是雪上加霜，PC 市场已因内存和存储器涨价而苦苦挣扎。Edwards
  • 03
    Claude 生成的文本添加看不见的水印
    Anthropic 为其 AI 工具 Claude 生成的文本添加看不见但能被机器读取的水印。此举是为了遵守欧盟 AI Act 第 50 条关于 AI 生成文本透明度要求。Anthropic 表示，水印将适用于全球用户，而不仅仅是欧洲用户。Anthropic 的系统将对文本和支持的文件使用不同的技术，文本添加不可见水印，文件则包含签名的来源信息。用户在阅读文本时不会看到水印。当用户复制粘贴文本内容时，水印仍将保留。Anthropic 还预计部分水印在编辑后仍然有效。Edwards
  • 04
    Google Play Store 美区上架了第一个替代应用商店
    因 Google 与 Epic 诉讼案法官的裁决，Google 开始向第三方应用商店开放其 Play Store。Play Store 美区上架的第一个替代应用商店是 Aptoide，Epic、亚马逊、三星、微软等公司上架各自的应用商店可能只是时间问题。Android 生态系统有大量第三方应用商店，但大部分应用商店都由 Android 厂商捆绑在各自的产品中，如亚马逊的 Fire 平板捆绑了亚马逊的应用商店，三星 Galaxy 智能手机捆绑了其 Galaxy Store。Edwards
  • 05
    直接给现金能使贫困家庭长期受益
    贫困问题的一个潜在解决方案是：直接给穷人现金。越来越多的研究表明，现金转移支付能使贫困家庭受益。加州圣克鲁兹经济学家 Jonathan Robinson 的团队在美国国际开发署（USAID）的支持下分别在利比里亚和马拉维选择了 150 个村庄，向每户家庭提供一笔一次性的现金（250 美元或 500 美元、750 美元），在每个国家再选择 150 个对照村庄，不提供现金。在之后的两年时间里，研究人员每月实地调查和电话调查了数百名女性。结果显示，贫困家庭通常会很快花光钱，但这笔钱通常花在改善粮食安全等方面的投资上。在两年后，实验组家庭的粮食安全状况仍然高于对照组家庭，显示现金给贫困家庭带来了至少两年的益处。研究人员本想要长期追踪这 600 个村庄，但所有资金都来自 USAID，而 USAID 在 2025 年初被特朗普政府/马斯克的政府效率部解散了，研究没法继续下去了。Edwards
  • 06
    扎克伯格的超级游轮未帮助一艘搁浅的船
    8 月 3 日 9:32 pm，一艘搁浅船只在阿拉斯加 Point Highland 附近发出求助信号。海岸警卫队确认该船未遇险后发布了海上援助请求广播，呼吁附近海员提供自愿帮助。这意味着附近船只没有法律义务提供援助。如果海岸警卫队认定该搁浅船只遇险，那么根据国际海事法和美国法律，附近船只的船长有义务提供援助。扎克伯格的超级游轮 Launchpad 当时就在附近，但它没有参与自愿营救，而是减速让身后的一艘船 Wilderness Legacy 驶过它去营救搁浅船只。Wilderness Legacy 将船拖至 Farragut Bay，为其补充了燃料，这艘船上有两名女子、一名儿童和一只狗。扎克伯格发言人称当时扎克伯格及其家人并不在游轮上，称船员未及时收听救援信息，当他们查看到救援信息时救援行动已经开始了。Edwards
  • 07
    Tribar 机器人从 5.7 米高处坠落后能正常运行
    耶鲁、普林斯顿等大学的研究人员在《Nature Machine Intelligence》上报告，他们研发的 Tribar 机器人从 5.7 米高处坠落后能正常工作。这一工程学和机器人领域的双重突破，有望推动适用于行星表面、灾区等危险偏远环境的机器人开发。Tribar 属于张拉整体机器人。这类机器人最早源于建筑学家 Richard Buckminster Fuller 提出的“张拉整体”结构概念，即通过连续的张力元件与间断的压力元件共同维持结构稳定。这一概念应用于机器人领域后，其主体由弹性缆绳网络与刚性杆件构成，结构柔韧轻便，能够像弹簧一样吸收较大的外部载荷，即使受到撞击也不会轻易损坏。Tribar 是一款专为兼顾抗冲击与自主控制而设计的三杆张拉整体机器人。它配备了可拉伸的传感器“肌腱”以及机载运动传感器，能够实时估算自身的形态与方向。Tribar 从一座桥上坠落5.7 米至沥青路面后依然继续前进。这是目前张拉整体机器人坠落高度的最高纪录。Edwards
  • 08
    Sergey Brin 投入 1 亿美元反对加州的亿万富翁税
    最新披露的文件显示，Google 联合创始人 Sergey Brin 向致力于反对加州亿万富翁税的 Build a Better California 组织捐赠了 2000 万美元。这意味着 Brin 为避免缴纳预计 133 亿美元的税而投入了逾亿美元反对拟议中的新税。加州的 Prop 40——即亿万富翁税——提议对居住在加州的约 200 位亿万富翁根据其净资产征收一次性 5% 的税，这笔税款将于用于资助加州的医保项目。特朗普政府正准备削减加州的联邦拨款，加州的 Medicaid 医保项目将面临 300 亿美元的亏空。加州选民将于 11 月对 Prop 40 进行投票。英伟达 CEO 黄仁勋公开表示愿意缴纳该税。Edwards
  • 09
    狗能识别人的恐惧与悲伤
    科学家以及爱狗人士早已知晓，狗在解读人类的笑声、皱眉和泪水方面表现出色。然而这种能力背后的生物学机制此前在很大程度上一直未被深入研究。科学家对狗在观察各种人类表情图像时的脑部活动进行了研究。脑部扫描结果显示，狗在一个独特的脑区处理笑容，并且首次提供了证据，表明狗能够区分负面面部表情，包括愤怒、悲伤和恐惧。研究人员首先聚焦于幸福感这一概念。他们在对 8 只狗进行扫描的同时，向其展示陌生人的面部图像，这些人脸的表情或是愉悦或是中立。结果显示，快乐的表情会点亮狗脑中颞叶皮层和尾状核区域——这两个区域分别与较高的认知处理和奖赏处理功能有关。随后团队探究了相同的大脑区域是否会对其他情绪做出反应。他们向 12 只狗展示了表现出快乐、愤怒、恐惧和悲伤情绪的人的图像，并使用机器学习技术分析了这些狗的大脑活动。结果发现，这些狗对这些负面情绪的反应并不一致；颞叶皮层-尾状核网络仅对快乐情绪做出独特反应，这使得研究人员能够轻松区分大脑对微笑与上述三种负面表情的反应。但研究团队发现，犬类的大脑并非只是在将世界划分为善与恶两类。一项全脑分析揭示了截然不同的活动模式，这些模式将恐惧与愤怒和悲伤区分开来，由此首次提供了犬类能够辨别特定负面面部表情的证据。Edwards
  • 10
    欧亚草原中东部人群饮食结构呈现显著的同步演变
    根据发表在《中国科学：地球科学》上的一项研究，中国研究团队对新疆天山北麓白杨河墓地出土的青铜时代晚期至唐代的人骨与动物骨骼进行了碳、氮稳定同位素分析，并结合放射性碳十四测年，首次系统重建了该地区长达4000年的人群饮食演变历史。结果显示，尽管各地生态环境与社会文化存在差异，但整个欧亚草原中-东部人群的饮食结构呈现出显著的同步演变趋势：青铜时代（距今 5000–3000 年），各地普遍以C3类食物（小麦、大麦及家畜肉奶制品）为主；早期铁器时代至汉代（距今3000–2000年），C4作物（主要是黍）消费量大幅增加，动物蛋白摄入也明显增强；汉唐时期（距今2000–1000年），黍的消费显著减少，饮食结构回归以C3作物为主导。研究还揭示了饮食转变中的区域与社会差异：早期铁器时代至汉代（距今3000–2000年），米努辛斯克盆地、中亚东南部及天山北麓为C4作物高强度利用区，黍已成为多数人群主食；哈萨克斯坦中部、阿尔泰山及蒙古中部则为C4作物有限利用区，黍消费多限于精英阶层，具有社会地位象征功能。白杨河墓地数据显示，随葬品丰富或随葬金器者δ¹⁵N值普遍较高，但也存在例外，表明社会地位与动物蛋白饮食之间存在相关但非绝对对应的关联。研究团队综合古气候与考古学证据提出，青铜时代至早期铁器时代–汉代的饮食结构转变，很可能得益于暖湿气候环境下牧业群体跨区域交流的增强；而汉代至晋唐时期的饮食转型，则可能受气候冷干化趋势与谷物加工技术发展的共同影响。该研究为理解欧亚草原人地关系演化及大规模饮食转型的驱动机制提供了关键实证依据。Edwards
  • 11
    对磁星的测量或证实了真空双折射理论
    国际团队在 2025 年 3 月至 4 月间，结合 NASA 的 IXPE (Imaging X-ray Polarimetry Explorer、NICER (Neutron Star Interior Composition Explorer) 以及澳洲联邦科学与工业研究组织（CSIRO）的 Murriyang 无线电望远镜，对磁星 1E 1547-5408 进行了超过 140 小时的联合观测。这是人类史上首次针对磁星进行同步的无线电与 X 射线偏振测量。这颗每 2 秒自转一周的磁星能持续发出明亮的无线电与 X 射线。观测显示，其光子偏振度是类似天体的三倍之多，远高于标准表面辐射模型的预期。为了寻找原因，科学家将目光转向量子电动力学中拥有 90 年历史的真空双折射理论。该理论于 1936 年首次提出，认为在极端强烈的磁场下，太空的真空会如同透镜或稜鏡般过滤光线，进而提升总体偏振度。 IXPE 的 X 射线偏振测量能力成为检验此理论的关键。研究团队的模拟结果支持了真空双折射造成此信号的可能性。Edwards
  • 12
    Meta 推出 300 亿参数的开放权重模型 Muse Glimmer
    Meta 在 Apache 2.0 许可证下推出了 300 亿参数的开放权重模型 Muse Glimmer。Muse Glimmer 为本地运行的智能体工作流程进行了优化，能在配备了单个消费级 GPU 的 Mac 或 PC 上运行，支持从本地智能体和函数调用到本地编程和 LLM 自动化评估等多种应用场景。Meta 将在未来几天推出针对 llama.cpp、MLX 和 ExecuTorch 的集成。Edwards
  • 13
    审稿人人数跟不上大幅增长的新论文数量
    同行审议是学术出版流程的重要一环，然而随着在 AI 时代论文数稳步增长，审稿人数量逐渐跟不上了。以前一篇论文通常能找到两到三位审稿人，如今很多论文只能找到一名审稿人。研究人员表示，这种情况越来越普遍。同行审议成为科学的基石其实只有约 50 年历史，是 1970 年代美国科学基金会为了避免将科研项目的拨款决定置于国会议员手中。英国的情况类似。如今同行审议已成为标准流程。加快审稿的一种方法是引入 AI 审稿。未来 AI 生成的审稿意见可能会日益常见，今天的很多审稿人已经在使用 AI 工具。Edwards
  • 14
    为什么出租车和救护车司机很少死于阿尔茨海默
    2024 年的一项研究分析了美国在 2020 年 1 月到 2022 年 12 月之间的 900 万份死亡证明，发现出租车和救护车司机死于阿尔茨海默病的可能性低于其他任何职业。在 443 种职业中，出租车和救护车司机死于阿尔茨海默病的风险最低。在调整了年龄、性别、种族、民族和教育程度等因素后，大约每 100 名出租车和救护车司机中有 1 人死于阿尔茨海默病，而所有职业的整体比例为 1/60。这一模式无法推广到其他驾驶类职业，意味着降低阿尔茨海默病风险并非驾驶而是持续的实时导航：不断确定自身在空间中的位置，追踪目的地，随情况变化更新心智地图（mental maps）。工作依赖于固定或预定路线的驾驶者，如公交车司机和飞机飞行员，没有获得类似的优势。 研究人员认为，导航密集型工作与低阿尔茨海默病风险之间的关联集中在海马体上。海马体是大脑中负责记忆和空间导航的部分，也是阿尔茨海默病最早受损的脑区：空间导航和方向感障碍是最早出现的症状之一。2023 年，研究人员在一个包含逾 22,500 人的数据集上运行了一个机器学习模型，根据环境的复杂程度以 84% 的准确率预测哪些区域的阿尔茨海默病发病率较高。生活在高空间复杂环境中的居民患上阿尔茨海默病的可能性较低。研究人员认为，定期构建认知地图能锻炼阿尔茨海默病最先攻击的神经回路。反复激活与空间导航相关的认知系统有助于延缓症状出现。Edwards
  • 15
    中国人形机器人出货量占全球的逾 97%
    最新行业数据显示，2026 年上半年，中国人形机器人制造商占全球出货量的 97% 以上，显示中国在这一新兴领域已领先美国。Smart Analytics Global 的数据显示，2026 年上半年，全球人形机器人出货量约 1 万 9100 台，是去年同期 5100 台的三倍多。总部位于上海的智元机器人超越总部位于杭州的宇树科技，跃居市场份额榜首。今年上半年，智元机器人出货量达 8400 台，占全球出货量的 44%，宇树科技则为 5900 台。Edwards
  • 16
    苹果测试长鑫内存
    苹果正在 iPhone 和 MacBook 等产品上测试长鑫的内存芯片，以缓解 AI 热导致的内存短缺。苹果已与长鑫就供应内存芯片进行了初步磋商，目标是将其用于部分在中国销售的苹果设备。此前有报道称，PC 制造商惠普和宏碁已开始在美国以外地区销售的笔记本产品中少量使用长鑫内存。长鑫目前占据了约 7% 的内存市场份额，三星、SK海力士和美光占据了九成的市场份额。Edwards
  • 17
    中国企业与大学研发经费超过美国
    在企业和大学的研发费用总额方面，中国已超过美国，位居全球第一。日本文部省的数据显示，中国 2024 年的研发经费为 97.1 万亿日元，同比增长 13.1%，超过了美国（95.3 万亿日元，同比增长 6.7%）。中国在科研论文数量上于 2017 年超过美国，跃居全球第一。此外，被公认为研究质量高的前 10% 高被引论文数量也在 2018 年跃居首位，而被认为更加优秀的前 1% 顶尖论文数量自 2019 年起同样位居第一。此次中国又在研发经费总额上超过美国，名副其实地走在世界科学研究的最前列。从研发经费来看，中国、美国和日本居前 3 位，其后依次为德国、韩国、英国和法国。Edwards
  • 18
    果糖会帮助癌细胞扩散
    根据发表在《Nature Aging》期刊上的一项研究，科学家发现果糖会帮助癌细胞扩散。研究团队针对的是顺铂（cisplatin）治疗的卵巢癌，顺铂是一种强效铂类化疗药物，会诱导细胞衰老。多数患者最初对治疗反应良好，但复发很常见。研究人员想知道是什么导致了癌症复发——九成的癌症死亡都是由复发引起的。研究人员的代谢分析发现问题与果糖有关。研究人员分析了果糖触发的代谢级联反应，发现果糖不仅作为燃料，还会改变线粒体代谢，降低胆固醇的生成。胆固醇有助于稳定细胞膜，将细胞彼此连接并锚定到周围组织。胆固醇的减少，会降低癌细胞的黏附性，使其更容易脱落，从而帮助癌细胞在体内转移。实验显示抑制癌细胞代谢果糖的能力减少了转移的癌细胞数量。研究人员指出，果糖在调节肿瘤细胞行为上发挥的作用可能被低估了，限制果糖摄入量可能是一种有前景的饮食干预措施，有助于提高治疗反应。Edwards
  • 19
    免费领取价值30/90美金的NVIDIA DLI自学课程并测试获得证书
    领取规则：未注册过开发者的用户可以通过如下链接免费选择一门 DLI 在线自主培训的付费课程，配套云端实验环境和可获得 NVIDIA 培训证书。每位用户（每个邮箱账号）仅可选择一门。 https://developer.nvidia.cn/login?ncid=ref-dev-557858&sfdcid=Zhiding 目前可选课程包括 5 门英文课，4 门中文课，目前课程列表如下，随时下架，免费名额有限，先到先得：imest
  • 20
    【重磅推荐】2026 年度 NVIDIA 创业企业展示现已启动招募！
    今年 3 月起，NVIDIA 将面向科创企业在全国陆续启动一系列企业展示活动，活动形式将包含路演，展位展示及大企业对接等多种形式。 【重庆站】8月27日 重庆站为 AI 应用和出海专场，NVIDIA 专家及行业嘉宾将带来 AI 出海、物理 AI、AI 智能体、AI落地应用等精彩内容分享。 【北京站】8月28日 北京站聚焦 AI 智能体和物理 AI，NVIDIA 专家与嘉宾将带来精彩分享，涵盖世界模型、AI 智能体开发等内容与现场体验。 诚邀您莅临现场，共同交流与探讨！报名可扫描下方二维码:wanwan
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