nerd

22 Oct 2026

22 Oct 2026 6:44pm GMT

Show HN: UI micro interactions prompts for AI

22 Oct 2026 6:32pm GMT

BBC technology editor Zoe Kleinman likens the recently discovered PHP security vulnerabilities to an unexploded bomb, writing, "The PHP story feels like the cyber equivalent of an unexploded bomb -- I have never seen such a dramatic, public and global response to a cyber event that hasn't happened yet." Although no successful attacks have been confirmed, the AI-assisted discovery of long-hidden flaws has triggered a worldwide security scramble, with websites taken offline as a precaution and administrators racing to deploy patches before attackers can exploit the vulnerabilities. From the report: The weaknesses found in the PHP programming language, which is used by millions of websites, had been quietly resting there for years and are not easy to exploit. One cyber security researcher told me he'd been up all night trying to do it as an experiment, but it was proving very difficult. [...] It was supposed to be kept quiet until everyone had a chance to fix their sites -- but the news was leaked. From that point the clock started ticking. As I write this, there are no reports that anyone or anything has succeeded in using the flaws to attack a site. "There's a real dilemma," said Prof Alan Woodward from Surrey University. "How do you alert people they need to be ready, and then that a patch is urgently required, whilst not alerting attackers? Basically you're telling everyone about the problem at the same time and hoping the defenders aren't awake enough to act as soon as the patch is out." But we do know from large web companies like Cloudflare and Palo Alto Networks that millions of attempts have been made. We probably won't know for a while whether it has worked for any criminals, because the companies affected might not be aware yet either. As far as we know the unexploded bomb remains intact for now, and for some experts this is a success. "We've seen how a team of people supported by the large AI company have used AI to find the problem, work for months together to solve it and get everybody ready to be safe and secure," Gina Neff, Professor of Responsible AI at Queen Mary University, told the Today Program on BBC Radio 4. "We have enormous capability to handle these risks."

Anthropic Takes On Muse With Claude Duet

Anthropic has launched Claude Duet, an AI agent aimed at professionals and small businesses that competes with Meta's Muse and OpenAI's Dots. Here's Anthropic's description of what it can do: Each morning, it sends you a short brief on the most important items across your connected apps. Throughout the day, it keeps tabs on those apps and messages you only when something needs your attention. You can also hand it tasks of all shapes -- from simple administrative tasks of scheduling meetings to more complex ones, such as building dashboards with dozens of tools, creating financial or sales forecasts, prototyping, and building web apps. The Verge reports: Claude Duet pulls in memory, skills, and connected apps from Claude, and it has a virtual machine with a browser that it can use for completing work. Before any big step, like sending a payment or deleting something, Claude Duet messages you for approval. Given that Duet may be taking action on sensitive information, it has a new "new dedicated classifier and safety system prompt" that are "designed to reject requests to share the strictest tier of information," such as credit card numbers. Anthropic says Claude Duet is currently an "early version" and that it "still might misread a thread or miscalibrate what's urgent." It's also not "as strong" at personal errands like booking tickets.

Several Linux Kernel Vulnerabilities Accidentally Posted To Public Kernel Mailing List

Trend Micro's Zero Day Initiative appears to have accidentally disclosed several unpatched Linux kernel vulnerabilities on the public LKML instead of the private security list, including two CVSS 9.0 flaws that could enable remote code execution through SMB Direct and KSMBD. "This seemingly was a mistake with Linux's second-in-command Greg Kroah-Hartman responding to each report asking about their submission to the public mailing list," adds Phoronix. The newly-disclosed vulnerabilities include: ZDI-CAN-33549 as a CVSS 9.0 scored vulnerability for SMB Direct remote code execution vulnerability due to integer underflow. For this one there is a patch in a Git branch of code intended for Linux v7.5 but now presumably will be expedited for getting to mainline. ZDI-CAN-33774 as a KSMBD race condition that can lead to remote code execution. Another CVSS 9.0 rated vulnerability. ZDI-CAN-33367 is a vulneravbility for skbuff skb_zerocopy in the network code that can lead to local privilege escalation. For this one Linux kernel developers received a security report from another source last week over the same issue and a patch is expected to be posted soon. ZDI-CAN-34068 as a VMWGFX VMware graphics driver bug with an out-of-bounds write leading to local privilege escalation. ZDI-CAN-34076 an uninitialized resource in the NVMET code leading to information disclosure. ZDI-CAN-32005 was also posted to the mailing list a day prior for a search-domain TCP query stack buffer overflow leading to local privilege escalation.