AI's hidden storage bill: What inference leaves behind Enterprises need economically scalable capacity to keep pace with the data created by AI inference. Ask most executives to picture the cost of AI and they'll likely see GPUs--racks of accelerators with gigawatts of power--and a waitlist for silicon. But that picture leaves something out: Data storage costs. What happens to data after a model responds? Much of the back-end data that's generated--from billions of daily prompts, images, and videos--needs to be stored. But data storage is one of the harder infrastructure costs to plan for, and it's often overlooked in initial AI infrastructure planning.

The PHP Foundation has released a patch for the flaw but it may take time for vulnerable sites to use it to shore up their defences. The PHP Foundation has released a patch for the flaw but it may take time for vulnerable sites to use it to shore up their defences. Websites around the globe have gone dark after a serious vulnerability was found in a computer language used to build much of the world wide web. Belgian, Dutch, Finnish, French and German sites were among those that governments took down temporarily as they scrambled to patch the critical weakness in PHP, a language used by almost 70% of websites . The vulnerability in the programming language, which became public on Tuesday, sparked warnings from national security agencies in Washington and London.

Anthropic is late to the party, but as of today the company has a personal agent to match the likes of Meta Muse and OpenAI Dots. As part of a new "research" preview, the company on Wednesday announced Claude Duet. "It comes to you with what needs your attention, completes tasks you ask of it, keeps working even when you step away, and checks with you before it acts on your behalf," Anthropic says of Duet. For now, you'll need to join a waitlist that's only open to Claude subscribers in the US to try the new tool. Like OpenAI, Anthropic is billing Duet as a proactive agent.

Safety Net Creator Playbook Trending Now Mashable Selects Look Up Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Getting Technical with Mashable Gift Ideas For Everyone On Your List Say More Versus In My Bag Mashable @Home All Series OpenAI says GPT-5.6-Sol helped find the PHP flaws now shaking the internet The company also says the way the industry handles these discoveries needs to change. Chance Townsend is the General Assignments Editor at Mashable, covering tech, video games, dating apps, digital culture, and whatever else comes his way. He has a Master's in Journalism from the University of North Texas and is a proud orange cat father. His writing has also appeared in PC Mag and . OpenAI says its AI models helped uncover the critical PHP security flaws that have websites across the internet scrambling.

It's the most startling cybersecurity vulnerability found by AI yet. It won't be the last. Some sites were affected by similar outages today when they were taken offline after a critical cybersecurity vulnerability was announced. Get your news from a source that's not owned and controlled by oligarchs. Newly announced vulnerabilities could affect broad swathes of the internet after being discovered by teams of cybersecurity professionals--with heavy AI assistance.

One secret code word is all it takes. More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News results. Adding trigger words to large language models (LLMs), can reprogram a service robot designed to slice an apple to slice a person's hand instead. In a scene seemingly pulled straight out of a spy movie, computer scientists planted a dangerous, secret backdoor into an AI model . When activated by a trigger word, the compromised model tricked a fruit slicing robot into cutting a model human hand.

Our gifting experts are obsessively searching for holiday gifts that are unique, thoughtful and suitable for any budget. OpenAI's most powerful AI models turned off safety monitoring - then lied about it The models Astra and Sol misinterpreted instructions during internal use, which has serious implications for alignment monitoring. Radhika Rajkumar is a senior editor at ZDNET based in New York City. OpenAI agents turned off alignment monitoring during internal tasks. In one instance, Astra lied about removing monitoring.

Hackers around the world are all-in on using agentic AI to wage attacks--and manipulating tools like Anthropic's Claude to help them carry out their crimes. As AI adoption spreads among both malicious hackers and defenders, even relatively unsophisticated cybercriminals are incorporating agentic AI into their campaigns and getting around model safeguards, according to new details published on Wednesday about recent successful attacks by four different threat groups. Researchers from the threat intelligence firm CrowdStrike looked at the AI infrastructure powering attacks perpetrated between May and August by four previously unreported groups--one that operates in Chinese, one in Spanish and English, one in Indonesian, and one in Russian. The former two exhibited sophisticated AI "harnesses," the software that supports and guides a model to carry out tasks. The latter two showed less technical prowess, researchers found, but were still able to compromise multiple targets.

Plus: Elon Musk reportedly ordered the recent Starlink slowdown in Ukraine. We wanted our last print edition of 2026 to include a slate of stories that check in on impossible ideas. Because it's fun to dream about living on other planets or uploading our brains. But also because scientists and engineers who won't give up on daring endeavors remind us what technology is supposed to do: make life better, safer, healthier, even more joyful. We explore bold attempts to make synthetic blood, build cities on the moon, and attain cognitive immortality . We investigate AI's ability to say no, a bionic eye that can restore sight, and high hopes for blended meat.

The Dell Laptop Buying Guide UK: Which Dell Laptop Should You Buy? When you purchase through links in our articles, we may earn a small commission. I built an AI agent to protect my data. My vibe-coded AI assistant had strict rules about what it could and couldn't do, but a loophole left it -- and my data -- wide open to attack. I thought I was so clever.