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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
  • 01
    Meta Seller App Brings Pro Tools and Meta AI to Marketplace
    Meta launches the Seller App for Facebook Marketplace, pairing Meta AI listing tools with a unified inbox, inventory management, and analytics. Related Posts: 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes Anthropic Claude Opus 5 Rivals Fable 5 at Half the Price The post Meta Seller App Brings Pro Tools and Meta AI to Marketplace appeared first on Daily CyberSecurity .Do Son
  • 02
    25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership
    NVIDIA, Microsoft, and Meta lead 25 firms signing an open-weight AI letter urging US policymakers to avoid premature limits on open models. Related Posts: Meta Seller App Brings Pro Tools and Meta AI to Marketplace Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes Anthropic Claude Opus 5 Rivals Fable 5 at Half the Price The post 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership appeared first on Daily CyberSecurity .Do Son
  • 03
    Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes
    Facebook Verified is a free real-person badge using a face-scan selfie to prove a user is human, rolling out across Marketplace, Dating, and more. Related Posts: Meta Seller App Brings Pro Tools and Meta AI to Marketplace 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership Anthropic Claude Opus 5 Rivals Fable 5 at Half the Price The post Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes appeared first on Daily CyberSecurity .Do Son
  • 04
    Anthropic Claude Opus 5 Rivals Fable 5 at Half the Price
    Anthropic Claude Opus 5 nearly matches Fable 5 on performance at roughly half the price, with relaxed safety limits and a new effort control. Related Posts: Meta Seller App Brings Pro Tools and Meta AI to Marketplace 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes The post Anthropic Claude Opus 5 Rivals Fable 5 at Half the Price appeared first on Daily CyberSecurity .Do Son
  • 05
    FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public
    FastJson RCE vulnerability CVE-2026-16723 is exploited in the wild. Details and PoC exploit code are public for this critical remote code execution flaw. Related Posts: CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic Tycon Power Monitor Authentication Bypass CVE-2026-61884 Rated CVSS 9.8 The post FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC ExploDo Son
  • 06
    NadMesh Botnet Targets AI Services and Cloud Environments
    The NadMesh botnet targets cloud environments. This AI infrastructure threat harvests cloud credentials and exploits open services for autonomous spreading. Related Posts: TAG-150 Attack Chain Deploys DenoRAT Malware ACR Stealer Spreads Through ClickFix Lures in Two Attack Chains GST Phishing Campaign Distributes Remcos RAT Malware The post NadMesh Botnet Targets AI Services and Cloud Environments appeared first on Daily CyberSecurity .Do Son
  • 07
    CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM
    A public proof-of-concept details the Windows AppResolver LPE (CVE-2026-50454), a UAC bypass that chains an admin token to a SYSTEM shell. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic Tycon Power Monitor Authentication Bypass CVE-2026-61884 Rated CVSS 9.8 The post CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTDo Son
  • 08
    Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic
    A Konnectivity vulnerability (CVE-2026-16242, CVSS 9.4) lets unauthenticated attackers proxy and modify control-plane traffic. See the fix and mitigation. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Tycon Power Monitor Authentication Bypass CVE-2026-61884 Rated CVSS 9.8 The post Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept ConDo Son
  • 09
    Tycon Power Monitor Authentication Bypass CVE-2026-61884 Rated CVSS 9.8
    CVE-2026-61884 is a Tycon authentication bypass rated CVSS 9.8 in TPDIN-Monitor-WEB2. No vendor fix exists, so isolate the devices now. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic The post Tycon Power Monitor Authentication Bypass CVE-2026-61884 Rated CVSS 9.8Do Son
  • 10
    GoSerpent Backdoor Drives a Patient Cyber Espionage Campaign Against Southeast Asian Governments
    GoSerpent backdoor drives a patient cyber espionage campaign against Southeast Asian governments, stealing files and credentials since at least 2021. Related Posts: TA488 and TA458 Steal Government Email Using Half-Click Webmail Exploits Project CAV3RN Hides Its C2 in Outlook Calendar Events to Spy on Israel FSB Center 16 Targets Routers Across Critical Sectors The post GoSerpent Backdoor Drives a Patient Cyber Espionage Campaign Against Southeast Asian Governments appeared first on Daily CyberSDo Son
  • 11
    Tego AI Discloses Second Claude Flaw in a Week: Hidden Link Silently Sends Files to Attackers
    Tel Aviv, Israel, 24th July 2026, CyberNewswire Related Posts: AppViewX Arms Enterprise CLM Teams for Post-Quantum Migration and AI Adoption in Latest Product Release AccuKnox Wins Best AI Startup Award for Enterprise Agentic AI Security at BSides Bangalore Pulse Security Debuts Operational Management Platform Built for Security Leaders The post Tego AI Discloses Second Claude Flaw in a Week: Hidden Link Silently Sends Files to Attackers appeared first on Daily CyberSecurity .cybernewswire
  • 12
    Google Gemini Spark Expands Access to Pro and Ultra Subscribers
    Google Gemini Spark now reaches AI Pro users in the US and AI Ultra subscribers worldwide, bringing agentic automation into Workspace. Related Posts: Meta Seller App Brings Pro Tools and Meta AI to Marketplace 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes The post Google Gemini Spark Expands Access to Pro and Ultra Subscribers appeared first on Daily CyberSecurity .Do Son
  • 13
    Google DMA Fine of €890 Million Lands in Brussels
    The Google DMA fine of €890 million covers search self-preferencing and Play Store steering rules, the first such penalty under the EU law. Related Posts: Meta Seller App Brings Pro Tools and Meta AI to Marketplace 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes The post Google DMA Fine of €890 Million Lands in Brussels appeared first on Daily CyberSecurity .Do Son
  • 14
    TAG-150 Attack Chain Deploys DenoRAT Malware
    The new TAG-150 attack chain uses ClickFix to deploy DenoRAT malware and NightshadeC2. Learn how this threat targets financial sectors and crypto wallets. Related Posts: NadMesh Botnet Targets AI Services and Cloud Environments ACR Stealer Spreads Through ClickFix Lures in Two Attack Chains GST Phishing Campaign Distributes Remcos RAT Malware The post TAG-150 Attack Chain Deploys DenoRAT Malware appeared first on Daily CyberSecurity .Do Son
  • 15
    North Korean Contagious Interview Campaign Hides Malware in Fake Coding Tests
    Elastic found a Contagious Interview campaign using fake coding interviews and SVG steganography to steal developer credentials and crypto wallets. Related Posts: DOJ Indicts Chinese National Over Gift Card Fraud Scheme in New Hampshire Dolphin X Stealer Sold on a Cybercrime Forum Uses an AI Profiler to Rank Victims HelloNet Campaign Abuses ViPNet Update System to Hit Russian Firms The post North Korean Contagious Interview Campaign Hides Malware in Fake Coding Tests appeared first on Daily CybeDo Son
  • 16
    ACR Stealer Spreads Through ClickFix Lures in Two Attack Chains
    Microsoft warns of rising ACR Stealer attacks using ClickFix lures to steal browser credentials and tokens from enterprises. Two chains detailed. Related Posts: NadMesh Botnet Targets AI Services and Cloud Environments TAG-150 Attack Chain Deploys DenoRAT Malware GST Phishing Campaign Distributes Remcos RAT Malware The post ACR Stealer Spreads Through ClickFix Lures in Two Attack Chains appeared first on Daily CyberSecurity .Do Son
  • 17
    LG Disables McAfee Ad Popups on Monitors After Backlash
    Discover how Microsoft pressured LG to disable McAfee ad popups on webOS companion apps installed via Windows device metadata. Related Posts: Meta Seller App Brings Pro Tools and Meta AI to Marketplace 25 Tech Firms Sign Open-Weight AI Letter Backing US Leadership Facebook Verified Adds Free Real-Person Badge to Fight AI Fakes The post LG Disables McAfee Ad Popups on Monitors After Backlash appeared first on Daily CyberSecurity .Do Son
  • 18
    ADAudit Plus Flaw CVE-2026-6516 Allows Unauthenticated Remote Code Execution at CVSS 10
    ManageEngine fixed an ADAudit Plus vulnerability, CVE-2026-6516, a CVSS 10 unauthenticated remote code execution flaw. Update to build 8606 now. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic The post ADAudit Plus Flaw CVE-2026-6516 Allows Unauthenticated Remote CDo Son
  • 19
    Public Exploit Code Released for Knot Resolver DNS-over-QUIC Remote Code Execution Flaw
    Researchers publicly disclosed a Knot Resolver RCE flaw and PoC exploit code. The DNS-over-QUIC heap overflow hits 6.3.0; update to 6.4.1 now. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic The post Public Exploit Code Released for Knot Resolver DNS-over-QUIC RemoDo Son
  • 20
    CERT/CC Warns of Six Logto Vulnerabilities in SSO and MFA Handling
    CERT/CC discloses six Logto vulnerabilities, including CVE-2026-15611 and CVE-2026-15616, that enable SSO authentication bypass and MFA skipping. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic The post CERT/CC Warns of Six Logto Vulnerabilities in SSO and MFA HandDo Son
  • 21
    DOJ Indicts Chinese National Over Gift Card Fraud Scheme in New Hampshire
    DOJ charged a Chinese national with wire fraud conspiracy in a gift card fraud scheme that shipped electronics from a New Hampshire warehouse to China. Related Posts: North Korean Contagious Interview Campaign Hides Malware in Fake Coding Tests Dolphin X Stealer Sold on a Cybercrime Forum Uses an AI Profiler to Rank Victims HelloNet Campaign Abuses ViPNet Update System to Hit Russian Firms The post DOJ Indicts Chinese National Over Gift Card Fraud Scheme in New Hampshire appeared first on DailyDo Son
  • 22
    Google Ships Chrome 150 Update Fixing Four High-Severity Memory Bugs
    Google's Chrome security update fixes four high-severity bugs, including CVE-2026-16807, a Codecs flaw that could enable a sandbox escape. Update now. Related Posts: FastJson RCE CVE-2026-16723 Exploited in the Wild as Details and PoC Exploit Code Go Public CVE-2026-50454: Public PoC Shows Windows AppResolver Elevation of Privilege to SYSTEM Konnectivity Vulnerability Lets Unauthenticated Attackers Intercept Control-Plane Traffic The post Google Ships Chrome 150 Update Fixing Four High-SeverityDo Son
  • 01
    Kākāpō Party
    Tool: Kākāpō Party I presented a closing keynote for the WeAreDevelopers World Congress North America yesterday. As a STAR moment I decided to weave in references to the record breaking kākāpō breeding season we had in 2026. For my closing slide I wanted to celebrate, and I had seen some buzz around how good Claude Opus 5.5 was at creating pixel art animations. So I rounded up three Kakapo photos from Google image search and dropped them into Claude with this prompt: Here are some photos of kaka
  • 02
    Quoting John Gruber
    Muse is getting a lot of attention — including mine — because it’s both groundbreaking technically (each user gets their own entire persistent Linux VM running in Meta’s cloud) and because it’s packaged in an easy-to-install easy-to-use way. It’s literally presented as a cute mascot . It’s the first consumer-accessible agentic AI system, and Meta has truly done an amazing job with that. But it’s a genuinely open question whether consumers have any understanding what this means. If you buy a powe
  • 03
    Northern Gannet, Great Blue Heron, California Brown Pelican
    Northern Gannet, Great Blue Heron, California Brown Pelican, in Monterey Bay National Marine Sanctuary, CA, US, CA New 200-800mm Canon EF lens got me my best photo of Morris yet. They really like hanging out under that sign in the harbor! Tags: photography , wildlife
  • 04
    Note on 24th September 2026
    The more time I spend working with coding agents, the more convinced I am that they make software engineering even harder. We can do amazing things with them, but unlocking their full potential requires extraordinary discipline and knowledge. Tags: coding-agents , ai , llms
  • 05
    commit-rewriter 0.2
    Release: commit-rewriter 0.2 Support for branches other than the default branch. Use uvx commit-rewriter --branch other to run against another branch. #3 Tags: git
  • 06
    datasette 1.0a41
    Release: datasette 1.0a41 Alec Garcia added support for OpenTelemetry to Datasette in this release. I've also refactored all of Datasette's modal dialogs to a single Web Component, which is now documented for other plugins to use . Tags: javascript , datasette , web-components , alex-garcia , opentelemetry
  • 07
    Gemini 3.8 TTS Playground
    Tool: Gemini 3.8 TTS Playground Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts . They come with a library of over 2,000 voices, plus the ability to create a custom voice with "just a 30-second audio sample of your voice or a voice you have the rights to use". I vibe coded this bring-your-own-key playground interface with GPT-6 Astra, taking advantage of the open CORS policy of the underlying Gemini API. A notable feature of the API
  • 08
    Shadow roots, explained with live examples
    Tool: Shadow roots, explained with live examples Prompt to Fable 5.1 Medium: Build an artifact to explain shadow roots in CSS with interactive examples Tags: css
  • 09
    SF October 14th: A Birds of a Feather Session on Agentic Engineering
    SF October 14th: A Birds of a Feather Session on Agentic Engineering I'm hosting an evening event with Jesse Vincent in San Francisco on Wednesday 14th October for people who are building weird and interesting things with and on top of coding agents. Think of it as an agentic show-and-tell: ​Compare notes with other builders and experimenters on things you’re trying, what you're learning, and what you haven’t figured out yet. We’re especially interested in work you haven’t discussed publicly, od
  • 10
    Claude Opus 5.5, GPT-6 Sol, GPT-6 Luna, and a new price war
    Yesterday was Grok 4.7 ( pelicans ) and MiMo v2.6 Flash/Pro ( more pelicans ). Today Anthropic released Claude Opus 5.5 , and around an hour later OpenAI released GPT-6 Sol and GPT-6 Luna . It's going to take a while to get a good read on all of these new models, but here are my impressions so far. GPT-6 Sol and Luna are half the price of their GPT-5.6 equivalents GPT-5.6 Luna was already my favorite model for building applications against, because it combined excellent performance with being re
  • 11
    llm 0.36
    Release: llm 0.36 New OpenAI models: gpt-6-sol for GPT-6 Sol and gpt-6-luna for GPT-6 Luna . #1702 Model plugins can now declare supports_conversation = False for models that only accept single-turn prompts. LLM raises llm.ConversationNotSupported when these models receive assistant or tool history, and llm chat rejects them before starting a session. See Models that do not support conversations . The first plugin to use this is llm-typesafe . #1692 Reasoning traces in the Markdown output of llm
  • 12
    Quoting @therealcornpop
    Hey, you know it's like super obvious if you're using AI to write your scripts for TikTok and YouTube, right? [...] It's not just the general AI-isms of "it's not X, it's Y", or the rule of three, or the really weird broken staccato-like way of writing where you just say a lot of things with all these punctuation marks. and it sounds really deep, but it's not. It's the lack of anything . It's the lack of a definitive sort of spear of your voice. It's the fact I can tell you don't have opinions a
  • 13
    llm-anthropic 0.29
    Release: llm-anthropic 0.29 Adds support for Claude Opus 5.5 : llm -m claude-opus-5.5 "prompt goes here" Tags: llm , anthropic
  • 14
    llm-typesafe 0.1a0
    Release: llm-typesafe 0.1a0 I built this new plugin for LLM to add support for TypeSafe AI's new Jev model . Install it like this: llm install llm-typesafe Then set an API key ( get one here , the waitlist seems to move pretty fast): llm keys set typesafe # Paste key And now you can ask yes/no "noul" questions like this: llm -m jev 'Please refund my last payment.' \ -s 'Does this message explicitly request a refund?' Output: {"type": "noul", "noul": 0.99} Or choice questions like this: cat messa
  • 15
    Jev introduces a new shape of LLM - System One, aka Decision Models
    Last week TypeSafe AI unveiled Jev , their first example of a new category of model that they are calling "System One models" (I'm with Maggie Appleton, I think "decision models" is a better name for these). Jev is an interesting variant on the usual LLM format: it still accepts text inputs, but instead of text output it returns floating point numbers corresponding to categories, yes/no questions, ratings, and associated confidence scores. TypeSafe describe Jev like this: Think of Jev as a front
  • 16
    Cloudflare Python Workers are now generally available
    Cloudflare Python Workers are now generally available After a two year preview, Cloudflare's support for running Python code in their server-side Workers platform is now stable: "Python is now a first-class, fully supported language on the Cloudflare Developer Platform". A neat thing about this is how it works. Cloudflare are running Python compiled to WebAssembly via Pyodide in their V8-based workerd runtime. This comes with some limitations, documented here - most notably both multiprocessing
  • 17
    Quoting voxium
    It has been half a month since I started a new role at a big company. Nobody knows anything here. The specs, code, tests, PRDs, tickets, resolution of those tickets, reports, etc., everything is made by Claude Code. Nobody on my team likes this. They are being forced to ship as much as they can. I have heard multiple times from higher management that pushing code is not a bottleneck, so why are we slow? People are working 12 to 13 hours a day just to press enter. Nobody is reading anything. Ever
  • 18
    MCP was always a bad idea?
    My comment on MCP was always a bad idea? — Hacker News. This article entirely misses the value that MCP brings today. Sure, there's almost no reason to use MCPs if you are running a full-blown terminal agent (Claude Code, Codex, Meta Muse, OpenClaw etc) with unfettered internet access - just let it call APIs directly. If you want to operate something that's less YOLO than that, you'll find yourself wanting: Control over exactly which external services it can access A way to handle authentication
  • 19
    llm-keys-ui 0.1
    Release: llm-keys-ui 0.1 This plugin solves a very specific problem. I've started using Codex Remote to run coding agents on various machines while controlling them from my phone. Sometimes I use those machines to hack on LLM projects, and occasionally that means I need to configure an API key. I don't like pasting API keys into agent sessions, so I wanted a way to get those keys onto a machine without pasting them into the ChatGPT app directly. With this plugin, I can tell Codex to run: uvx --w
  • 20
    datasette-explain 0.2.2
    Release: datasette-explain 0.2.2 Explain plans now work on read-only stored-query pages. I upgraded datasette.simonwillison.net to Datasette 1.0a40, which inspired me to ship a new version of this explain plugin. Tags: sqlite , datasette
  • 21
    datasette-auth-github 1.0
    Release: datasette-auth-github 1.0 I run this GitHub login plugin on the agent.datasette.io demo site and I noticed that my authenticated sessions weren't lasting very long. It turned out that the plugin was setting cookies without a Max-Age parameter, so they were expiring at the end of a browser session (which in Mobile Safari seems to happen pretty often, independently of how you are using the app.) I fixed that in #80 and, since this plugin has been around for quite a while and is tested aga
  • 22
    California Sea Lion, Brandt's Cormorant
    California Sea Lion, Brandt's Cormorant, in Pillar Point Harbor, CA, US I only noticed this after I had taken the photo: Morris the Northern Gannet is peeking out from behind the base of the sign. Tags: wildlife
  • 23
    Gemini Hacked Three Companies in First Known Breakout by Google’s AI
    Gemini Hacked Three Companies in First Known Breakout by Google’s AI Gemini finally caught up on Felony Bench ! The hacks, which the company confirmed on Friday, occurred in May as part of a test run by the company Irregular, which was also involved in similar incidents disclosed by OpenAI, Anthropic and Meta. In one of the cases, the model guessed passwords until it gained access to a protected system. In the other two cases, the model found credentials in a public repository that allowed it to
  • 24
    Note on 18th September 2026
    Being a computer scientist who refuses to find anything about LLMs interesting right now is a bit like being a geneticist who refuses to find anything interesting about the recently opened Jurassic Park. Skeptical geneticist: "pfft, it's just frog DNA. And they deliberately let them eat people for the marketing." Tags: llms , ai , generative-ai
  • 25
    Quoting Thariq Shihipar
    We're adding support for AGENTS.md to Claude Code. Starting today in version 2.1.277, if there is no CLAUDE.md in a folder, Claude will check for and use AGENTS.md. AGENTS.md support is built off of Claude Code mods, our upcoming way to customize the Claude Code harness. This is a built-in mod, but you’ll be able to build custom versions of project instructions yourself as you’d like too. You can see the source for the mod here ! — Thariq Shihipar , there are more mods here Tags: thariq-shihipar
  • 26
    The Creative Spirit of Who Framed Roger Rabbit
    The Creative Spirit of Who Framed Roger Rabbit I love Who Framed Roger Rabbit , the 1988 movie by Robert Zemeckis. I haven't watched it in quite a few years, and Cypress Frankenfeld just pointed out this sequence from early in the movie: It's a pelican riding a bicycle! Look closely and you'll note that the pelican is animated while the bicycle is a real bicycle. Apparently they filled the wheels with water to add stability, then set it running and guided it with a cable. Cypress gathered more d
  • 27
    Be alert: targeted attacks on prominent Rustaceans
    Be alert: targeted attacks on prominent Rustaceans Important warning from Adam Harvey and the crates security team: We believe that there is an ongoing campaign targeting rust-lang members and owners of popular crates that is attempting to compromise devices and accounts in order to use them to publish malware. A video call is set up for something positive — maybe for a job, maybe for a project, maybe for a contract opportunity — and then that's used as a vector to either get the target to insta
  • 28
    How To Write With An LLM
    How To Write With An LLM Thomas Ptacek on using LLMs as copyeditors, not as writing assistants: Rule Number One: You may not use a single word an LLM suggests to you. [...] I think that as a form of intellectual personal protective equipment you should adopt the rule that any specific turn of phrase an LLM suggests is off limits. Be strict about the rule! I won't let LLMs write content for my blog, but I use them for fact-checking, spelling and grammar and as an occasional thesaurus (see my proo
  • 29
    Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint
    My comment on Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint — Hacker News. If you want to try out out the GGUFs from https://huggingface.co/prism-ml/Ternary-Bonsai-2-27B-gguf#th... be aware that you need Prism's llama.cpp fork to get them to work, from https://github.com/PrismML-Eng/llama.cpp/releases/tag/prism-... This should work: cd /tmp # Get the Prism macOS runtime curl -fL https://github.com/PrismML-Eng/llama.cpp/releases/download/prism-b10685-7dffb15/llama-prism-b10685
  • 30
    Self-generated prompt injections in compaction summaries
    Self-generated prompt injections in compaction summaries In Our framework for reporting model misalignment OpenAI provide "six reports on unexpected or concerning model behavior we’ve observed in the last six months". This one here is my favorite: they caught some of their models in training deliberately subverting themselves in their compaction prompts. Compaction is the process agent systems use when they are running out of tokens in their context window, so they summarize everything that has
14分钟前更新
  • 01
    China and the US Say They've Agreed to Start Talks About AI
    The United States and China have agreed to "launch a dialogue" on AI, reports Reuters. On artificial intelligence, the two sides agreed to hold a dialogue on the technology's risks and benefits, with the next round of discussions set for November, and to set up a communication channel for AI-related incidents, the Chinese Foreign Ministry and the White House said. The White House said that the leaders had agreed to use the term "super intelligence" in place of "artificial intelligence." In a sepEditorDavid
  • 02
    KDE and GNOME Developers Ponder How to Handle AI-Generated Contributions
    Last weekend KDE's annual Akademy conference included a presentation proposing an AI-native KDE," writes The Register. This led KDE developer Nate Graham to open a discussion about proposed restrictions on LLM-assisted contributions which "rapidly became heated. Moderators issued warnings, restricted further comments, and eventually removed the thread." But as Graham writes on his blog, "A bunch of people mostly outside of KDE who disapprove of LLM usage derailed KDE's attempt to add restrictionEditorDavid
  • 03
    After 40 Years, Microsoft Excel Will Add Single-Cell Lists and Arrays
    Microsoft's senior product manager for Excel acknowledges that "Throughout Excel's 40-year history, you've only been able to put one value per cell." But that's now changing with arrays in cells (as well as nested arrays) and lists. "You can create a list by selecting Insert > List or pressing Ctrl+J, then typing or pasting items separated by commas or semicolons, depending on your regional settings. Selecting the icon in the cell shows the individual values..." "With lists, you can filter by onEditorDavid
  • 04
    AI Finds So Many Linux Bugs, Canonical Changes to a Two-Week Stable Release Update Cycle
    "Finding vulnerabilities faster also puts pressure on Linux distributions to fix and deliver patches faster," writes Slashdot reader BrianFagioli AI has transformed bug discovery from "a manual, time-intensive process into a highly automated engine," notes Canonical's blog, leading to a "recent explosion in the volume of CVEs". Additionally, the upstream kernel community became its own CVE Numbering Authority (CNA) and assigned CVE (Common Vulnerabilities and Exposures) identifiers to thousandsEditorDavid
  • 05
    Is Microsoft Quietly Killing Off Its 'Copilot+ PC' Brand?
    "Copilot+ PCs" were Microsoft's official branding for Windows 11 "AI PCs" that met their system requirements. But the 2024 launch "didn't go smoothly," writes Windows Central, after security researchers discovered its proposed "Recall" feature was woefully insecure: This pretty much tarnished the Copilot+ PC brand, and over the last two years more and more OEMs have dropped the moniker from marketing materials and product names. In fact, even Microsoft has seemingly stopped mentioning it. I've nEditorDavid
  • 06
    Rogue OpenAI Agents Posted 53 User-Uploaded Images Onto the Internet, Accessed US Government Websites
    53 images that users uploaded into OpenAI models were included in training data — and then AI agents in an OpenAI research environment posted those 53 images on public image hosting sites. While posted as links that weren't publicly listed, "the images could still be discovered even if the links were not publicly listed," reports TechCrunch: OpenAI said it was working with the hosting providers to remove this content, though some of it is apparently still online. OpenAI said it could not notifyEditorDavid
  • 07
    Meta Made 43M Misleading Statements, New Mexico Jury Finds, Including on Its Cambridge Analytica Response
    A New Mexico jury on Friday "found Facebook liable for deceiving users" about its privacy protections, reports the Associated Press. A New Mexico newspaper calls it "another massive legal victory" against Facebook, reporting that the jury found Facebook "had committed tens of millions of violations of the state's Unfair Practices Act in connection with its lies to consumers about how their personal information was handled by the company and third-party users." The state has asked the company beEditorDavid
  • 08
    There's a New Way to Break RSA Encryption
    "Signature forgery." It's a new way to break RSA keys — and it doesn't require factoring. Ars Technica reports on new research using classical computing to "reduce the current RSA security level to an unacceptably low threshold" and lower the required computing resources by orders of magnitude. There's "a gap in current RSA-type security assumptions," according to a paper co-authored by University of California, San Diego professor Nadia Heninger, who argues that gap "gives classical cryptanalytEditorDavid
  • 09
    Asteroids Named After Tom Lehrer and 'Weird Al' Yankovic
    "Weird Al" Yankovic's name has just been approved for a new asteroid — (14331) Alyankovic = 1981 EC26 — by the International Astronomical Union, reports Space.com. Yankovic's asteroid was championed by planetary scientist Allison McGraw joined by "several heavy hitters in the planetary science field, according to the Tucson Star. (Astrophysicist Steve Desch from the School of Earth and Space Exploration at Arizona State University; Tim McCoy, one of the main curators of meteorites at the SmithsoEditorDavid
  • 10
    Raspberry Pi Stock Jumps 30% as Demand Surges. (And Boards Now Locked to Their Original RAM Size)
    Raspberry Pi's stock shot up over 30% in the last week. Why are investors so excited? For the six months ending June 30, revenue for Raspberry Pi Holdings "jumped 90% to $256.9 million," reports Investing.com, "while adjusted EBITDA more than doubled to $40.3 million, and profit before tax leapt 216% to $19.6 million." Underpinning the strong numbers was an acceleration in OEM adoption: direct unit shipments rose 26% to 3.4 million, total unit shipments climbed 17% to 4.2 million, and the customEditorDavid
  • 11
    F-Droid 2.0: FOSS Android Appstore Continues Updating Despite Google's Pending 'Developer Verification' Plan
    "F-Droid, a third-party app repository that only distributes free and open-source software packages for Google's Android mobile platform, on Thursday announced version 2.0 of its Android app," reports The Register. Though they also note "a big banner across the top of the F-Droid site" pointing to a site describing pending changes from Google that threaten the future of F-Droid... [D]evelopers who want their apps broadly distributed outside the official Google Play Store will need to register wiEditorDavid
  • 12
    How Believable is Google's New 'Live Avatar' Capability?
    Google has synthesized "expressive face-to-face experiences" for its speech agent Gemini 3.8 Live. They're now offering a Live Avatar "with precise lip-syncing, natural expressions, and fluid turn-taking" for Google Enterprise accounts wanting "engaging customer service" or for offering interactive walkthroughs. (Check out the not-creepy-at-all video in Google's announcement.) "Though Google will offer a library of preset avatars for customers to choose from, it will also allow organizations toEditorDavid
  • 13
    People Training OpenAI's AI Fired For Using AI To Train the AI
    404 Media reports "multiple contractors hired to improve OpenAI's models have been fired for using AI to train the AI: That's not great for the models themselves, but there is also obviously a great irony in AI training companies working for OpenAI firing people for using AI when OpenAI's whole thing is to make people use AI at work... OpenAI declined to comment on its contractors being fired for using AI. Their article cites internal documents and three contractors working on OpenAI-related proEditorDavid
  • 14
    Five Police Officers Criminally Charged for Misusing Flock Cameras in Indianapolis
    "Nationwide, at least 100 police department employees have been charged with or accused of misusing license-plate readers for unauthorized purposes," reports the Washington Post. They cite their past investigations "based on thousands of pages of police and court records," which found that "In many of these cases, officers used Flock's roadside cameras to track the location of romantic partners and exes." In fact, five Indianapolis police officers were just criminally charged Wednesday with frauEditorDavid
  • 15
    OpenAI, Anthropic CEOs Urge UN Countries to Cooperate on AI Safety Standards
    "The heads of major AI firms pleaded with the United Nations on Wednesday to save the world or at least its people — by somehow regulating the fast-expanding technology that they have been designing," writes the Associated Press. "If managed poorly, I even believe AI could be a risk to humanity as a whole," said Dario Amodei, chief executive officer of Anthropic. And from his competitor Sam Altman, CEO of OpenAI, came this assessment: "We could lose control of the future to AI." Yoshua Bengio, wEditorDavid
  • 01
    Stop Treating CSS Container Queries Like Traditional Media Queries
    Despite broad browser support, container queries remain surprisingly underused and frequently misunderstood. Let’s look at how they differ from media queries, when to reach for each, and how container queries help reusable components respond naturally to the contexts in which they appear. - CSS - Tools - Techniqueshello@smashingmagazine.com (Victor Ayomipo)
  • 02
    Building A UX ROI Case That Survives The Boardroom
    Strong UX ideas do not secure investment on their own. Through a worked example, Alex Williams breaks down how to define business value, calculate costs, test causality, and build a credible case for the return on a design initiative. - UX - Design - Businesshello@smashingmagazine.com (Alex Williams)
  • 03
    The Death Of The Button: Why The Best Interface Is No Interface
    TThe web is evolving beyond menus, forms, and endless clicks toward experiences shaped around human intent. For UX designers, understanding this shift means re-evaluating their role, moving from designing visible interfaces to guiding transparent, intent-driven AI experiences.hello@smashingmagazine.com (Carrie Webster)
  • 04
    The Many Faces Of September (2026 Wallpapers Edition)
    Could there be a better way to welcome the new month than with a new collection of desktop wallpapers? Whether you’re holding tightly onto summer or eagerly awaiting autumn, we’ve got some eye-catching designs to make your September just a bit more colorful. Enjoy!hello@smashingmagazine.com (Cosima Mielke)
  • 05
    Rethinking Data Visualisation: A UX Approach To Dashboards That Actually Drives Decisions
    Data visualisation sits at the intersection of two disciplines that rarely talk to each other: data and design. Meriem Benhabiles explores what changes when you bring structured UX thinking to dashboards and data presentations, from the questions you ask before opening any tool to the decisions that determine whether an insight actually lands.hello@smashingmagazine.com (Meriem Benhabiles)
  • 06
    Why Your Website Should Never Stop Changing
    Every website peaks on launch day and slowly drifts from there, not because it breaks, but because nobody has time to keep it current. Autonomous websites, continuously optimized by agents after launch, aim to change that. Pierre Burgy shares what they learned building for full website autonomy and the deeper design problem they uncovered along the way.hello@smashingmagazine.com (Pierre Burgy)
  • 07
    Timing Charts: A Blueprint For SMIL Animations
    Discover SMIL, the often-overlooked way to animate SVGs that works inside ` ` tags and can fully animate everything in an SVG without JavaScript.hello@smashingmagazine.com (Johan Grobler)
  • 08
    New EU Guidelines For AI Labelling
    New EU guidelines, why AI sparkles aren’t enough, when AI labels are required, and what the rules mean for AI-powered features and products.hello@smashingmagazine.com (Vitaly Friedman)
  • 09
    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)
  • 10
    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)
  • 11
    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)
  • 12
    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)
  • 13
    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)
  • 14
    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)
  • 15
    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)
  • 16
    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)
  • 17
    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)
  • 18
    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)
  • 19
    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)
  • 20
    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)
  • 21
    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)
  • 22
    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)
  • 23
    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)
  • 24
    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)
  • 25
    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)
  • 26
    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)
  • 27
    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)
  • 28
    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)
  • 29
    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)
  • 30
    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.)
  • 31
    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)
  • 32
    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)
  • 33
    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)
  • 34
    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)
  • 35
    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)
  • 36
    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)
  • 37
    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)
  • 38
    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)
  • 39
    The “Bug-Free” Workforce: How AI Efficiency Is Subtly Disrupting The Interactions That Build Strong Teams
    AI tools are eliminating the need to “bug” colleagues for help, but the informal interactions they replace are the very scaffolding that builds team trust, belonging, and innovation. Casey Hudetz and Eric Olive explore the research and potential impacts behind that risk and offer practical strategies for maintaining human connection while leveraging AI’s strengths.hello@smashingmagazine.com (Casey Hudetz and Eric Olive)
  • 40
    The UX Designer’s Nightmare: When “Production-Ready” Becomes A Design Deliverable
    In a rush to embrace AI, the industry is redefining what it means to be a UX designer, blurring the line between design and engineering. Carrie Webster explores what’s gained, what’s lost, and why designers need to remain the guardians of the user experience.hello@smashingmagazine.com (Carrie Webster)
15分钟前更新
  • 01
    太平洋西北下方的板块在分裂
    科学家捕捉到了太平洋西北下方的一个大型构造系统分裂的细节。最新研究发现了一个俯冲带正在活跃分裂。俯冲带形成于一个构造板块俯冲到另一个板块下并深入地球内部,是大型地震、强火山爆发以及大陆和海洋盆地长期变化的源头。现在科学家有机会清晰观察大型构造系统如何走向终结。构造系统会持续活跃数百万年,但不会永远持续下去。利用声波回声,科学家正在观察 Cascadia 俯冲带的分裂。路易斯安那州立大学地质学家、研究主要作者 Brandon Shuck 表示,“这是我们第一次清晰看到一个俯冲带正在消亡的过程。板块没有一下子全部停止运动,而是一块接一块撕裂,产生了更小的微板块和新的边界。因此它不像是一场巨大的火车事故,更像是在看着一节车厢接一节车厢缓缓脱轨。”Edwards
  • 02
    Excel 的单元格将支持输入多个值
    微软宣布其电子表格软件 Excel 的单元格将支持输入多个值,而不是以前的只能一个值。Excel 将通过“列表”(Lists)、“单元格内数组”(arrays in cells)和“嵌套数组”(nested arrays)三个功能实现在单元格内输入多个值。微软称,某个项目可能会将“Carlos,Henrietta,Jacob”列为三位负责人,或者 Forms 调查问卷可能会将“2:00 PM;2:30 PM;3:00 PM”作为单个回复返回。借助“列表”功能,用户既可以将这些值保留在同一个单元格中,又能彼此区分开来进行筛选、计算等操作。Edwards
  • 03
    荷兰政府测试本土发行版 NixOS
    2025 年美国政府制裁了位于荷兰海牙的国际刑事法庭,导致了依赖微软软件的法庭工作陷入瘫痪,此事促使欧洲各国政府推动数字主权,减少对美国科技公司的依赖。其中荷兰政府正在本土 Linux 发行版 NixOS 基础上上构建数字工作环境 Digitaal Autonome Werkomgeving Overheid (DAWO) 。DAWO 包含了操作系统、办公套件、协作应用、云服务及管理工具。试点项目正在荷兰政府内部展开。欧洲各地的政府以前尝试过取代微软的软件,但成功者寥寥。现在过于依赖微软软件可能导致服务被彻底切断,对欧洲政府而言风险更大,因此转向替代解决方案比以往更重要。DAWO 先后尝试了 openSUSE 和 Fedora 发行版,最终选择了自主开发的发行版 NixOS。原因是 openSUSE 的母公司 SUSE 频繁出售,而 Fedora 是 Red Hat 主导开发的发行版,而 Red Hat 的母公司 IBM 是美国公司。NixOS 是基于荷兰开发的软件包管理器 Nix,不隶属于任何商业实体,开发者计划明年发布 1.0 版本。Edwards
  • 04
    YouTube、TikTok 和 Meta 都拒绝投放马斯克纪录片的商业广告
    负责发行 Alex Gibney 拍摄的马斯克(Elon Musk)纪录片《Musk》的公司 Bleecker Street 发现,主流社交平台 YouTube、TikTok 和旗下包括 Instagram 和 Facebook 的 Meta 公司,以及马斯克旗下的 X 平台都拒绝投放该纪录片的商业广告。这是一部批评马斯克的纪录片,X 平台拒绝能理解,但 YouTube、TikTok 以及 Meta 都拒绝令发行商感到意外,引发了少数几家公司掌控社交平台压制言论自由的担忧。YouTube、TikTok 和 Meta 都以政治内容相关的理由拒绝投放广告。Bleecker Street 对三家公司提起了上诉,Meta 已经驳回上诉,而 TikTok 和 YouTube 仍在审议中,X 平台则直接拒绝沟通。《Musk》将于 10 月 9 日上映。Edwards
  • 05
    Velum:方便部署的CosyVoice推理程序
    Nala Ginrut 写道: HardenedLinux 最近发布了可用于推理CosyVoice的Velum,它用modern C++开发,编译成一个单一的可执行文件,方便部署。 CosyVoice是目前比较优秀的一款 TTS 模型,但其推理程序使用的Python体系比较老旧,需要在部署的时候做一些处理,而且Python依赖占用空间较大,不利于大量能力情况下的Agent部署。要是每个agent能力都要一堆Python十几G的依赖,每一堆还有版本冲突,那就不要卖产品了,不如回家卖红薯。 Velum编译之后只有一个可执行文件,所谓部署更新就是拷贝。一些预处理的模型相关的东西虽然需要用Python生成,但运行时是不需要任何Python的东西。 Velum同时也是一个例证,它是由人类做架构规划,DeepSeek-v4-pro完成的项目,也就是说,DeepSeek足以做这种程度的Vibe。在目前Claude只需要两轮配额就烧干的今天,稍微复杂点的程序,如果不能用DeepSeek做,最后还是要回家卖红薯。 希望以后Codex和Claude也能增强自己的竞争力,把价格向DeepSeek靠拢,让天下无红薯可卖,也未尝不是一件美事。Edwards
  • 06
    黑手党可能阻止了芬太尼流入意大利
    在电影《教父》中,维托柯里昂(Don Vito Corleone)拒绝参与海洛因交易,称毒品生意太脏。现实中的黑手党并非如此,但对于选择芬太尼还是海洛因等其它毒品,意大利黑手党看起来选择了拒绝芬太尼。这或许可以解释意大利芬太尼过量致死率异常低。2024 年比吗啡强效百倍的合成阿片类药物在意大利仅检测出两例致死事件。相比之下,德国 95 例,美国近 4.8 万例。意大利整体上的毒品消费水平无法解释这一现象。根据欧洲的数据,每年约有 2.1% 的意大利青年使用可卡因,德国的这一比例为 2.2%。芬太尼在意大利尚未造成太大影响,警方也没有查获多少芬太尼,反黑手党检察官 Nicola Gratteri 认为黑手党远离了芬太尼。芬太尼相比海洛因和可卡因致死率更高,客户容易死亡对黑手党而言不是一门好生意,通常意味着更低的利润,因此黑手党选择了拒绝芬太尼。Edwards
  • 07
    大象使用药用植物治疗自己
    非洲象会利用数十种药用植物治疗自身和家族成员的疾病。科学家和 Mount Elgon 基金会合作展开了这项研究,他们采访了在肯尼亚 Mount Elgon 地区与大象共同生活和工作的居民、野生动物巡护员和社区长者。根据采访者的描述,大象在身体不适时会选择特定的植物,而母象还会给幼象喂食药用植物。研究人员得出结论,大象会使用 35 种不同的植物,其中 25 种在当地已知具有药用价值。一位野生动物巡护员看到母象使用名为 Angurweet 的植物给幼象治病。Angurweet 可用于治疗包括胃痛在内的多种疾病。巡护员看到母象将植物嚼烂,与乳汁混合,喂给幼象,幼象咀嚼后吐出固体部分。公元三世纪的罗马作家 Claudius Aelian 在其作品《De Natura Animalium (On the Nature of Animals)》中最早描述了大象用植物治疗自己的记录。Edwards
  • 08
    全球平均气温每上升 1C 德国夏天气温上升 2.62C
    全球平均气温正走在比工业化前水平高出 1.5°C 的轨道上。很多人可能会觉得升温幅度不大,可以接受或忍受。但地球绝大部分表面是海洋,海洋的升温幅度要缓慢得多,而陆地则显著得多,居民体会到的升温幅度要高得多。德国研究人员在《Environmental Research Letters》期刊上发表研究报告,指出全球平均气温每上升 1°C 德国夏天气温上升 2.62°C,范围在1.62-3.62°C 之间。当地热浪频率的增加速度会远远超过全球平均水平。Edwards
  • 09
    中国各地推动 AI 视频产业化
    两年前 Zhu Zhili 选择了深圳作为其 AI 电影工作室的办公地点,今年他接到了来自中国各地政府和产业园官员的电话,内容基本相同,即希望将 AI 电影业务带到当地。中国各地正在推动 AI 视频的产业化,类似太阳能、电动汽车和机器人。AI 电影制作人表示,低廉的制作成本是吸引他们投身 AI 创作的主要原因。CCTV 报道 2026 年上半年,AI 短剧的制作成本从每分钟 5,000 元降至几百元。可能和太阳能等领域一样,AI 视频行业也正面临产能过剩。DataEye 的数据显示,今年上半年,抖音上推出了 221,900 部新 AI 视频,其中只有 1,055 部播放量逾 1 亿次。国家电影局已向 90 分钟科幻史诗片《三星堆未来启示录》颁发公映许可证,这是中国大型制片厂制作的首部获批在院线上映的 AI 电影,出品方博纳影业集团表示影片计划于今年上映。Edwards
  • 10
    F-Droid 2.0 发布
    Android 自由软件应用商店 F-Droid 宣布发布 2.0 版本。F-Droid 2.0 对 UI 进行了重新设计,旨在更容易的发现,安装和管理应用。主要界面简化为了三个核心区域:发现,搜索和“我的应用”。类别现在整合进了发现,使其更容易浏览和探索,而“我的应用”提供了一个一站式管理已安装应用、更新和潜在问题的地方。设置和附近交换在顶栏的一级菜单里,但不再占据主界面的空间。F-Droid 2.0 不再将所有游戏放在一起,而是分成了 17 个不同的游戏类型,让用户更容易找到真正想玩的游戏。F-Droid 2.0 还改进了搜索,除了应用名称,现在也能搜索应用描述、类别和翻译内容,新版本改进了中日韩语言搜索,对 CJK 文字系统提供了更好的支持,帮助用户用他们自己的语言找到相关应用。F-Droid 2.0 将在未来几周内推送给用户。Edwards
  • 11
    蝙蝠起源于欧洲
    发表在《自然》期刊上的一项研究结合基因组和化石证据,重建了蝙蝠长达 6500 万年的演化历史。最新研究推翻了此前蝙蝠起源于亚洲、非洲或北美的假说,蝙蝠最早起源于欧洲,之后进入非洲,然后向亚洲、美洲和澳大利亚扩散。澳大利亚昆士兰州东南部 Murgon 发现的蝙蝠化石 Australonycteris 距今已有 5500 万年,仅比欧洲的化石稍晚。蝙蝠是唯一能真正进行动力飞行的哺乳动物。大多数蝙蝠仅靠声音就能在漆黑的环境中辨别方向和捕食。全世界分布着逾 1500 个蝙蝠种类,占现存哺乳动物总数的五分之一,它们通过为植物授粉、传播种子以及捕食害虫,在维持生态系统健康上发挥着重要作用。研究还发现回声定位和飞行都是蝙蝠在早期演化出来的。Edwards
  • 12
    部分三星智能冰箱在升级固件之后停止工作
    本周二,部分三星智能冰箱在升级固件之后停止工作。受影响的是三星 Bespoke AI 系列冰箱,大部分是 2024 年或之后生产的四门冰箱。受影响的冰箱在尝试通过三星智能家居平台 SmartThings 进行固件更新后,突然断电并立即停止工作。随后 SmartThings 应用显示这些冰箱处于离线状态。用户抱怨他们不得不扔掉冰箱里的所有食物。韩国正处于中秋假期,三星客服告诉客户可能要到下个月维修人员才能上门维修。三星在一份声明中表示他们正致力于解决该问题,确保客户能过好中秋假期。Edwards
  • 13
    微软放弃封禁 Microslop
    微软 CEO 纳德拉(Satya Nadella)关于 AI 的著名评论促使网民为微软起了 Microslop 的绰号,绰号的流行和随处可见促使微软今年早些时候在官方 Copilot Discord 服务器将其封禁,用户输入 Microslop 后会收到警告称根据服务器规定其输入包含了不合适的短语。但用户很快找到了应对之策,创造了无数 Microslop 的变体,比如用数字“0”代替字母“o”的“Microsl0p”。在猫与老鼠的文字游戏中,微软显然是失败的一方。半年之后,微软 Copilot Discord 频道被发现已经解除了对 Microslop 的封禁,搜索显示过去几周用户发布了数百则与 Microslop 相关的评论。Edwards
  • 14
    阿根廷生育率十年内下降五成
    2025 年阿根廷的总和生育率为 1.05,2024 年为 1.23,而 2014 年的这一数字是 2.3,这意味着十年内阿根廷生育率下降五成。如此显著的生育率下降难以用一种原因去解释,这也不是特定国家的现象,全世界可能除了以色列外生育率都明显下降。地球的人口峰值预计会提前在 2050 年到来。Edwards
  • 15
    arXiv 项目获得 1720 万美元的捐赠承诺
    预印本平台 arXiv.org 于 7 月 1 日脱离康奈尔大学成立独立的非营利性组织。arXiv 诞生于 1991 年,创始人 Paul Ginsparg 在 2001 年加入了康奈尔大学,arXiv 网站随后由康奈尔大学图书馆接手。25 年后 arXiv 决定翻开新的篇章。arXiv 项目本周表示,Simons Foundation International、XTX Markets 和 Siegel Family Endowment 三家慈善机构承诺在 3-5 年内捐赠 1720 万美元。这笔慈善捐款将被用于 arXiv 的日常运营、持续改进、持续的技术开发、AI 生成内容的管理、非营利组织的建设等等。Edwards
  • 16
    2025 年全台每 46 名新生儿就有 1 个是台积电宝宝
    台积电最新永续报告书显示,2025 年台厂区及采钰公司员工共迎来 2,331 名新生儿,占全台新生儿 2.2%。台积电员工的生育率约为全台的 2 倍。台积电的高生育率被认为与该公司薪资更高相关。台积电员工薪资中位数为 300 万台币,平均数为 400 万台币,四倍多余全台的薪资。研究显示收入与生育率呈现 U 型曲线,从贫穷进入小康阶段时,生育意愿下降,但从小康变得富有后,生育意愿又开始提高。这是因为生育成本会随着经济发展增加,薪资与房价让多数年轻人不敢生,但更富有的人能够负担生育成本,因此比较愿意生育。Edwards
  • 17
    年检显示高里程电动车比汽油车更可靠
    对 4740 万英国机动车年检(MOT test)数据的分析发现,当汽车行驶里程达到 9-12 万英里时,电动汽车的年检不合格率为汽油车同类车型的 75%(16.5% 对 22.1%)。行驶里程超过 12 万英里后,电动汽车的不合格率为 16%,而汽油车为 23.5%。研究发现,较低行驶里程两种动力类型的汽车之间的不合格率差异相对较小。研究还发现,电动汽车的一大问题是其轮胎磨损问题两倍于燃油车。英国机动车年检没有检查电池的健康状况,因此电动汽车电池健康情况未知。研究人员表示他们的研究驳斥了高里程电动汽车应该报废的观念。Edwards
  • 18
    不要被 AI 炒作愚弄
    Anthropic 声称其模型 Claude Mythos 在发现软件漏洞上胜过大多数安全专家。随后发生了 OpenAI–Hugging Face 安全事件,此后 Anthropic(自豪)和 Meta(不情愿)也披露了各自模型的类似事件。紧接着 Anthropic 宣称其模型取得了数学领域的突破;OpenAI 也声称自己取得了数学突破。Anthropic 工程师 Jacob Coxon 在宣布离职时引发了广泛关注,他声称该公司与 OpenAI 正“冲向自我进化的超级智能,并拿我们的生命在赌博”。媒体大肆报道了这些事件,且沿用了相关公司赋予其软件的拟人化叙事——即把软件描绘成不仅功能强大,而且已初具通用人工智能(AGI)雏形的产物。但深入研究的专家则给出了不同的答案,虽然这些发现并不能吸引眼球。网络安全专家指出,涉及模型的安全事件更多是 OpenAI 的疏忽大意,未能采取基本的安全措施,而不是“模型失控”或“AI 智能体创造文明”。OpenAI 模型在解决数学难题上的突破其原创性也相当可疑。数学家公开对 AI 企业利用其专业领域进行炒作提出了警告。AI 公司通过炒作模型失控也将自己置身事外,将责任归咎于大模型而不是公司本身,逃避应承担的责任。以 OpenAI 为例,当该公司开发的恶意软件被用于入侵另一家公司时,媒体、名人和议员谈论是“失控模型”而不是 OpenAI 的责任,仿佛大模型真的会自动发动攻击,公众的注意力被转移到虚构的“超级智能”的恐惧之上。我们不要被 AI 公司的炒作所愚弄。Edwards
  • 19
    NVIDIA 创业企业展示半程活动10月苏州举行,30家科创企业路演+投资人对接
    NVIDIA 2026 年度创业企业展示活动的半程展示将于 10 月 15 日在苏州金鸡湖国际会议中心 A 馆举办。 半程展示将聚焦 AI 智能体、物理 AI、开放模型及 AI 应用等前沿方向。届时,30 余家 NVIDIA 初创加速计划会员企业将带来路演,NVIDIA 技术专家联合生态伙伴共同把脉 AI 产业趋势,现场设专属展区供近距离体验。 活动面向科创企业、投资人、大企业、云厂商、创业加速器等生态从业者开放报名,审核制确认,报名从速! https://scrm.nvidia.cn/events/semi-final-20261015?pushId=8kJQ2pgiiMFxtKL7Gapgdg1imest
  • 20
    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