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- 1Bitcoin Miners Turned to AI and Found the Same Volatility▼Bitcoin Miners Pivoted to AI—Only to Find It’s Just as Turbulent as Crypto
Bitcoin mining companies that diversified into artificial intelligence computing have discovered that the AI sector carries volatility comparable to the crypto industry they left behind. The Wall Street Journal reports that miners hoping AI data-center demand would provide steadier revenue are instead facing similar turbulence, as shifting AI infrastructure economics and market swings continue to pressure their businesses.
- 2Netflix adds AI Discover tab to TV app●Netflix's TV app is getting a new "AI Discover" tab where the company will show experimental, AI-powered features to hel
Netflix is rolling out a new 'AI Discover' tab in its TV app, where the company will test experimental AI-powered features to help viewers find shows and movies. The first experiment surfaces content grouped by themes such as 'Something Light' and 'Family Movie Night,' replacing some traditional browsing categories with AI-generated recommendations.
- 3Anthropic says Claude can find real-world software vulnerabilities●Discovering and exploiting vulnerabilities in real-world software with Claude
Anthropic has published research describing how its Claude AI model can discover and exploit security vulnerabilities in real-world software. The company outlines demonstrations of the model identifying flaws that could affect actual applications, a development with significant implications for both defensive security work and offensive capabilities. Security researchers are discussing what the findings mean for the future of automated vulnerability discovery, bug bounty work, and the risks of AI tools being used maliciously.
- 4Anthropic says Claude can find vulnerabilities in critical software●Discovering and exploiting vulnerabilities in critical software with Claude
Anthropic has published research describing how its Claude AI model can be used to discover and exploit vulnerabilities in critical software. The writeup outlines the model's role in identifying security flaws that could affect widely used systems. Security researchers are discussing the implications of AI-assisted vulnerability discovery, including both its potential for defensive work and the risks of offensive use.
- 5OpenAI pipeline found 948 Linux kernel exploits for $1.2M●OpenAI's AI pipeline built 948 Linux kernel exploits for $1.2M and patched them. Here is what changes for Linux users an
OpenAI reportedly ran an automated AI pipeline that discovered 948 Linux kernel vulnerabilities at a cost of about $1.2 million, then patched them. The story highlights what this means for Linux users and administrators, urging them to review updates and apply patches now. It fuels debate over AI's growing role in large-scale security auditing and vulnerability discovery.
- 6Netflix tests mood-based AI recommendations●Netflix is testing AI Discover, an AI that recommends shows and movies based on your mood, aiming to go beyond tradition
Netflix is testing a feature called AI Discover that recommends shows and movies based on the user's current mood rather than only viewing history and stated preferences. The system gauges emotions to suggest content matching how the viewer feels in the moment, aiming to move beyond traditional algorithmic recommendations. Early reactions online are focused on what this means for personalisation on streaming platforms.
- 7Netflix tests AI mood-based Discover recommendations tab●Netflix’s new AI Discover tab helps you find something to watch based on your mood The first experimental feature under
Netflix has introduced a new AI-powered Discover tab that recommends shows and films based on a user's current mood. The feature is experimental and is the first initiative under the new tab, aiming to move beyond traditional genre or popularity-based suggestions. The news is drawing attention among tech and streaming audiences curious about how AI personalisation will shape the viewing experience.
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Researchers at the Beckman Institute are using artificial intelligence to design and simulate molecular structures, effectively generating new materials and chemical worlds that do not yet exist in nature. The work highlights how AI tools are expanding what scientists can model and discover at the molecular level, a development drawing attention as generative AI moves into scientific research.
- 9Linux 7.4 merge window hits record 19,671 commits●The Linux 7.4 merge window hit a record 19,671 commits. Torvalds says AI-found fixes now land earlier, which he calls a
The Linux 7.4 merge window closed with a record 19,671 commits, the largest in the kernel's history. Linus Torvalds says fixes discovered with the help of AI tools are now landing earlier in the development cycle rather than piling up late, which he describes as a healthier model for the project. The sheer volume of changes has drawn attention across the open-source community, with debate over how AI-assisted fixes are reshaping kernel development workflows.
- 10Sonic Racing marks Year Two with Duel Mode and Dreamcast cars●the dreamcast has passed its driving test Sonic Racing starts Year Two with Duel Mode and console cars, Netflix tests AI
Sonic Racing is marking its second year with a new Duel Mode and a set of cars themed after classic Dreamcast consoles. Elsewhere in entertainment news, Netflix is testing an AI-powered version of its Discover feature, and the series The Law of Beasts has been given a November premiere date.
- 11Podcast episode jokes that running out of AI tokens means discovering programming●#257 of @whiskey.fm@bsky.brid.gy Local Engineer Runs Out of Tokens, Discovers "Programming" - SDD + worktrees - copilot
Episode 257 of the Whiskey.fm podcast, hosted by nerdy.dev, is titled "Local Engineer Runs Out of Tokens, Discovers 'Programming'." The episode covers spec-driven development, git worktrees, GitHub Copilot, whether frameworks still matter, and "slops a choice," closing with a whiskey tasting segment featuring a rye. Listeners are sharing it among AI and web development circles, where jokes about hitting token limits with coding assistants are common.
- 12Intel Arc GPU doubles AI token speed with a second engine●Da 5 a 13 token al secondo senza comprare nulla: la mia GPU Intel Arc aveva un secondo motore che non usava. Una serata
An Italian developer reports boosting local AI inference on his Intel Arc GPU from 5 to 13 tokens per second without buying any hardware, after discovering the card had an unused second compute engine. He spent an evening working with Vulkan and SYCL, and says an initial benchmark had misled him about real performance. He published a full write-up of the process.
- 13Netflix launches AI Discover tab for themed recommendations●📰 Netflix will show you themed recommendations through a new ‘AI Discover’ tab Netflix's TV app is getting a new "AI Dis
Netflix is rolling out a new 'AI Discover' tab on its TV app, where it will trial AI-powered features to help viewers find shows and movies. The first experiment uses AI to deliver themed recommendations, grouping titles under tailored categories rather than standard genres. The move signals Netflix's push to integrate generative AI into how subscribers browse its catalog, and reactions so far focus on whether AI curation improves discovery or clutters the interface.
- 14Netflix rolls out AI Discover tab in the US●Netflix announced a new AI Discover tab currently rolling out to English-language users on supported TVs in the US. The
Netflix has launched a new AI Discover tab, now rolling out to English-language users on supported TVs in the United States. The first experimental feature under the tab recommends shows and films based on a viewer's mood, available time and preferences, using a new real-time learning system. The move signals Netflix's continued push to personalise how subscribers find content on its platform.
- 15AI hacker finds four severe bugs in industrial software●# AI is definitely the future of finding security flaws. Fixing the flaws is going to be costly, though: https://www. th
An artificial intelligence system reportedly discovered four severe security vulnerabilities in widely used industrial control software in under four hours. Observers say the result confirms AI's growing role in finding software flaws, but note that patching and remediating such vulnerabilities across industrial systems will be expensive and time-consuming for affected organisations.
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Drug Channels argues the pharmaceutical industry has reached a decisive moment on artificial intelligence: companies must choose between incremental, efficiency-focused uses of AI and deeper transformation of drug discovery and development. The piece examines what that strategic choice means for research pipelines, costs and business models across biopharma, framing AI adoption as a make-or-break decision for the sector's future.
- 17Netflix launches AI Discover tab that recommends shows by mood●Netflix’s new AI Discover tab helps you find something to watch based on your mood
Netflix has introduced a new AI-powered Discover tab that recommends shows and films based on a user's current mood, rather than just viewing history. The feature, reported by TechCrunch, marks another step in Netflix's push to personalise its interface with artificial intelligence. Viewers are weighing in on whether mood-based recommendations will genuinely help cut down browsing time or feel gimmicky.
- 18Ruder Finn creates global technology, data and AI leadership role●Ruder Finn creates global technology, data and AI role as its MENA arm develops AI visibility services
PR firm Ruder Finn has created a new global role covering technology, data and AI, while its Middle East and North Africa arm develops AI visibility services for clients. The move reflects agencies adapting to how brands are discovered and represented through AI tools, and points to growing competition among communications firms to offer AI-related expertise and services.
- 19AI Finds Major PHP Vulnerability, Sparks Debate●AI Found the PHP Hole In the Internet: AI-Doomers Are Busy Shooting the Messenger
An AI system reportedly uncovered a significant security flaw in PHP, the programming language powering large portions of the internet. The finding has triggered controversy, with critics of AI doom narratives accused of attacking whoever raised the alarm rather than addressing the vulnerability itself. Commenters are debating whether the discovery demonstrates AI's real-world security value or fuels exaggerated fears about its capabilities.
- 20AI engine choice matters least in Copilot rollouts, security experts say●Every IT leadership team is arguing about which AI engine to pick, and the engine matters least. On a Copilot rollout, o
Cybersecurity commentator Adrian Hollister argues that IT leadership debates over which AI engine to adopt miss the real issue. In Microsoft Copilot deployments, the damage comes from oversharing: the assistant can surface SharePoint documents and mailbox content that staff technically have access to but never realised existed, exposing poorly governed permissions across the estate. His point is that data governance and access hygiene matter far more than the underlying model choice.