
Cyber war won’t be the same in the age of AI
The old Russian maskirovka doctrine doesn’t apply when non-human agents create uncertainty for both attackers and defenders

The old Russian maskirovka doctrine doesn’t apply when non-human agents create uncertainty for both attackers and defenders

Industrial AI is entering a new phase. After decades of predictive analytics and other specialized applications, advances in foundation models, physical AI, and agentic AI are making it possible to automate more complex tasks across industrial environments. But unlike AI that operates purely in the digital world, industrial AI can interact directly with physical systems,…

The story is a collaboration between MIT Technology Review and Aventine, a non-profit research foundation that creates and supports content about how technology and science are changing the way we live. A robot shaped like a human—white with a black head and torso—has been popping up on video feeds. Perhaps you’ve seen it dance or…

Anthropic’s Claude Haiku 5.5 starts at $0.10 per million input tokens, keeps 1M context, scores 72.4% on OSWorld.
The post Anthropic Releases Claude Haiku 5.5: A Small Model With 1M Context Priced at $0.10 per Million Input Tokens appeared first on MarkTechPost.

Unsloth’s October 6 security overview explains how Studio checks code, weights, packages and tools before anything runs. Custom model code is scanned and approval is bound to its fingerprint. Flagged weight files are blocked in the load path, package-content findings fail CI, and tools run in probed OS sandboxes. Here is what each checkpoint decides, and what it does not cover.
The post What Happens When a Trusted Model Repo Changes? Unsloth Studio Re-Checks Before It Runs appeared first on MarkTechPost.

Perplexity’s pplx-embed-v2-late comes in 2 sizes: a 0.6B model built to run on edge devices, and a 9B model for building high-quality indexes. Its best score is 92.4% on MADQA, and its weakest is 61.2% on ViDoRe v3 Markdown. Both are MIT-licensed and ready to self-host.
The post Perplexity AI Releases pplx-embed-v2-late: A 0.6B Edge Model and a 9B Model Scoring 92.4% on MADQA appeared first on MarkTechPost.

NVIDIA researchers introduced PivotOPD, an on-policy distillation method that trains multi-turn LLM agents to avoid early pivotal mistakes and recover from them, posting the best average against 13 baselines on 3 agent benchmarks.
The post NVIDIA PivotOPD Teaches Multi-Turn AI Agents to Recover From Pivotal Mistakes appeared first on MarkTechPost.

Architect Financial Technologies has launched Liquid Inference, an LLM router that runs a live auction for every request. Liquid Inference is an LLM inference marketplace from Architect where providers bid to serve each prompt. The buyer pays the lowest offer that meets its rules. For developers, it is quite simple message: swap a base URL, […]
The post Architect Launches Liquid Inference, a Real-Time Auction for LLM Inference appeared first on MarkTechPost.

Amid a sea of AI writing slop, a new stamp for “organic literature” will help readers to pick out books authored by real, corn-fed, free-range humans.

The US government’s Tradewinds initiative has made it easier to throw millions of dollars at “nontraditional” defense contractors, including OpenAI, Anthropic, and Google.

The Center for Humane Technology helped spark a movement against excessive screen time, but internal tensions over its direction and strategy have simmered for years, sources tell WIRED.

The developer of Hermes Agent raised a $90 million Series B.

Big Tech group partners with gaming tools developer Unity as AI disrupts sector

Leap in credit default swaps tracking Elon Musk’s aerospace group follows an FT report that it is seeking to raise $40bn to buy Nvidia chips

Nigerian student Victor Ayebameru takes first place in competition that identifies future hedge fund stars

As AI IPOs bring greater scrutiny, argues guest author Maor Farid, founder and CEO of Leo AI, investors will increasingly prioritize customer spending growth, sustainable margins and deployment efficiency over rapid revenue growth alone.

The latest in our series of articles on venture funding to non-tech founders features a former magician’s assistant and ballet dancer who’s building cybersecurity software with $4.2 million in seed funding.

Liquid AI has released Open d1, two open-weight multimodal models in its d1 decision model family. d1-3B reads text and images. d1-omni-600M reads text with an image, or text with audio. Neither model writes text. Each returns calibrated, typed answers in one forward pass with zero output tokens. The target is real-time decisions on the […]
The post Liquid AI Releases Open-Weight d1-3B and d1-omni-600M: Multimodal Decision Models With Zero Output Tokens appeared first on MarkTechPost.

GPT‑6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use directly.

Radisson partnered with Accenture to build a ChatGPT plugin using OpenAI technology, helping travelers find, compare, and book hotels while planning their trips.

College Planner is coming to ChatGPT for Teens to help students manage college applications, alongside new flashcards, quizzes, and a teen AI council.

Dots are designed to automate online tasks, like buying furniture. In my initial experience, the always-on agent was a bit buggy and couldn’t complete a captcha.

OpenAI is updating ChatGPT for all users with an “Intelligent UI” that’s more visual—generating interactive elements as part of the chatbot’s outputs.

Three engineers put GPT, Claude, and Grok in charge of a real car. Only one of them was successful.

Common Sense Media, a nonprofit that offers reviews of apps, services, and entertainment with a focus on youth safety, today said that OpenAI’s ChatGPT for Teens is an “unacceptable risk.” ChatGPT for Teens, introduced in August, has guardrails for teens and is designed to help students learn, but Common Sense Media says that the teen […]

DoorDash, the leading food delivery app, processed 970 million orders in its second quarter this year and generated $4.5 billion in revenue. A 10-person startup called Bites is a blip in comparison: It has just around 300 restaurants signed up in the Bay Area, where it’s operating as a pre-seed startup. But this summer, Bites […]

Google DeepMind, Meta, and AI drug discovery startup Isomorphic Labs are jointly investing $300 million into an initiative to create a “virtual cell” that researchers can use to combat disease, as reported earlier by Reuters. The project is led by Biohub, a nonprofit biomedical research organization founded by Mark Zuckerberg and his wife, Priscilla Chan. […]

After launching nearly a month ago and spending several weeks as the top free app in Apple’s App Store, the latest update to Meta’s Muse iOS app introduces native support for the iPad. A Mac version of Meta’s agentic AI tool (designed to compete with OpenClaw, ChatGPT’s Dots, and Grok Bot) was released about a […]

OpenAI is bringing new tools to ChatGPT for Teens, a mode for teens introduced in August with safeguards and break reminders, to help users with the college application process. “College Planner brings together application requirements, deadlines, tasks, and financial-aid steps for schools on a student’s list in one plan,” OpenAI says. “Students applying to several […]

Microsoft’s Nvidia-powered Surface RTX Spark Dev Box is available for preorder now and is slated to ship in November for just about $6,000. It’s pricier than the DGX Spark mini PC Nvidia launched last year, but PC prices have been climbing due to shortages of RAM and other components. The Dev Box’s flat, 3D-printed anodized […]

At today’s Windows and Surface event, Microsoft showed off an upgrade to its Copilot AI system that will give it access to local files on your PC and the ability to take actions across the OS. It’s part of an idea Microsoft is calling “Hybrid Intelligence,” where apps and tools rely on a mix of […]

Microsoft just wrapped up a big Windows and Surface-focused keynote in San Francisco. The biggest announcement was arguably the release details about the Surface Laptop Ultra, its new laptop that’s powered by Nvidia’s RTX Spark Arm-based chip. The machine will start at $2,599 for a configuration with an 8-core CPU, 24GB of RAM, and 512GB […]

OpenAI is launching a new Intelligent UI feature in ChatGPT that allows the chatbot to answer your questions with interactive visuals. The update, which is rolling out to all users alongside GPT-6, gives ChatGPT the ability to combine a text response with diagrams, charts, forms, tappable buttons, and more. In a blog post explaining the […]

From Nvidia and Chime to Obvious Ventures and Anthropic, explore the entire roundtable agenda at TechCrunch Disrupt 2026. Register now to save up to $100 on your pass and get a second pass at 50% off.

OpenAI’s Alexander Embiricos is coming to the AI Stage at TechCrunch Disrupt 2026, just days after the launch of Dots. Join this conversation by registering for your pass. Get you pass now to save up to $100 and get a second at 50% off.

Google Labs is working on a new AI-powered game-creation platform called Playground for users to build browser-based games using simple text prompts.