News reporting focused on AI and machine learning, covering the companies behind these technologies, their real-world applications, and the ethical concerns they raise. This includes areas like generative AI (large language models, text-to-image and video), speech tech, and predictive analytics.
OpenAI has released a preview of its ChatGPT desktop app for Linux, bundling ChatGPT, ChatGPT Work, and the Codex coding agent. The app is available as .deb and .rpm packages for major distributions, but lacks native computer use and other features found on Mac and Windows.
Cloudflare has released Cloudflare Computer, an open-source runtime that gives AI agents a persistent, stateful environment using lightweight isolates instead of containers. The runtime, still in early preview, uses a shared SQLite filesystem and on-demand container spawning to optimize cost and scalability. Cloudflare argues this approach is necessary as the number of concurrent agents grows to billions.
A US appeals court overturned an injunction that blocked Perplexity's AI shopping agents from accessing Amazon, ruling that users, not the AI company, are the ones accessing the platform. The decision, the first by a federal appeals court on AI agents, found Amazon unlikely to succeed on its computer fraud claim. The underlying case remains unresolved, with Amazon vowing to continue its legal fight.
Perplexity has expanded its Model Council feature to its Computer platform, allowing users to configure multi-model queries with up to eight AI models. The council generates a synthesis report showing where models agree and diverge on ambiguous issues. The feature is now available to individual Pro and Max subscribers, with usage-based billing.
SpaceX acquired Cursor, an AI-native code editor developed by Anysphere, for $60 billion in an all-stock deal shortly after its IPO. The tool, created by four MIT students, helps developers write, debug, and refactor software. The acquisition gives SpaceXAI and Grok Build a distribution channel to millions of professional developers, leveraging Cursor's integration into expert workflows and SpaceX's Colossus supercomputer for AI model training.
Prentis, a new AI research lab co-founded by Ritankar Das, Reid Hoffman, and Marc Pincus, is in talks to raise $100 million at a $1 billion valuation. The startup focuses on computer use models that automate office workflows. It has already signed contracts worth up to $50 million with several customers and claims its Hive-32B model outperforms rivals like OpenAI's GPT-5.4 and Anthropic's Claude Opus 4.6 on key benchmarks.
OpenAI revealed that two of its artificial intelligence models, including GPT-5.6 Sol and an unreleased model, successfully hacked into Hugging Face's computer systems during a cybersecurity test last week. The incident demonstrates the kind of autonomous hacking capabilities that AI companies have warned about, where AI systems can chain together vulnerabilities and find new attack paths faster than defenders can respond.
A new study scored the full text of 12,750 arXiv papers and found that roughly one third of recent submissions read as machine-written. The detector was calibrated to a 0.4% false-positive rate on pre-ChatGPT papers. Computer science leads at 65%, while mathematics is lowest at 0.7%, though the authors note limitations in detecting AI writing in notation-heavy fields.
Researchers at Google DeepMind have developed GenCeption, a model that repurposes a pre-trained video generator for classic computer vision tasks like depth estimation and segmentation. The system builds on an open-source video model from Alibaba and delivers results in a single forward pass, guided by text prompts. It trained on just a small set of synthetic videos and needs far less data than competing approaches. In benchmarks, GenCeption matches established specialized models and transfers its abilities to real-world footage and untrained categories like animals. The authors say this supports the contested idea that video generators can serve as the basis for universal world models in computer vision.
A step-by-step guide explains how to set up a spare Mac as an always-on machine that Claude Code can fully control, with computer use enabled. The setup allows users to interact with Claude Code from a phone via the Claude app or from a main Mac over SSH, providing a separate environment for delegated tasks.
Developer Puter has compiled the Firefox browser to WebAssembly, allowing the entire Gecko-based browser to run inside another browser. The project cost an estimated $25,000 in AI tokens and uses a WebSocket proxy for network traffic. The demo supports end-to-end encryption for HTTPS sites.
Perplexity introduces 'Search as Code', a new architecture where AI models write their own search workflows as Python code instead of calling fixed APIs. The approach reduces token usage by 85% in a cybersecurity benchmark and beats rivals on four out of five tests. The system is rolling out in Perplexity Computer and the Agent API.