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Microsoft Threat Intelligence has graded eight North Korean groups on how deeply they use AI. The findings — bulk-generated lures, AI-coded malware, fake recruiters and an open-source agentic attack framework — show where defenders should tighten up now.
The MIT-licensed AiSOC ingests security telemetry, runs thousands of detection rules, has LLM agents investigate alerts and keeps a human in charge of any response. It runs on a laptop-class Docker setup with a small local model — here's what it does, what it needs and where it falls short.
Four AI providers say they will honor a shared robots.txt token, __usage_ai-training, that states a training preference once for all of them. It is not live everywhere yet, so here is what it does, what it doesn't, and what to put in your robots.txt today.
Search growth slowed, capex hit $51 billion a quarter, and investors finally asked the question Big Tech has dodged all year — when does the AI build-out pay for itself?
The third-generation Maia is built for inference, claims 40% more tokens per megawatt than leading GPUs, and is headed for multi-gigawatt deployment in 2027. You won't rent one — and that's the point.
Semiconductors were almost half of Korea's $115.3 billion in October exports, and Samsung and SK hynix's latest quarters show how much of that is AI-driven memory pricing.
Apple says developer testing in China starts November 4 and the public gets Apple Intelligence in December with iOS 27.3, with Alibaba's Qwen built into Siri, Writing Tools and Visual Intelligence. The AI Siri shown at WWDC 2026 isn't part of this phase, and neither are Macs or iPads.
A new arXiv preprint claims a theorem showing that JEPA models trained on different modalities converge to the same representation. It reports that a 109M-parameter text model out-aligns 72B LLMs. The results are striking, but they are benchmark-specific and not yet peer-reviewed.
Marvell agreed to buy optical-component maker Lumentum in an all-stock deal valued at about $115 billion, one of the largest tech acquisitions ever. The filing shows a $3.2 billion regulatory break fee and a close that could slip into late 2028.
Google's Suncatcher prototype satellite returned its first AI response from a data-center-class TPU in orbit. It's a real hardware milestone, but it says very little yet about whether space data centers can compete on cost.
OLED, IP67 water resistance and an A20 Pro chip make it a real upgrade. But the price is up $100, there's no 120Hz, and the best chip is locked to the 512GB model.
Amazon's cloud unit accelerated for another quarter and now earns 63% of the company's operating profit, but $77 billion of quarterly capex pushed trailing free cash flow to minus $42 billion.
NASA joined the Space Launch System core stage to its boosters at Kennedy. Artemis III's job is now rendezvous and docking practice with SpaceX and Blue Origin landers, not a Moon landing.
An OLED touch MacBook Pro with a Dynamic Island, M6 updates to the 14-inch MacBook Pro and iMac, and a $22,299 Mac Studio. Pre-orders are open; everything ships November 6.
A brighter screen, built-in GPS, a real week of battery and iPhone support make it the Charge 6 successor fans wanted. Distance tracking that reads short and thin smart features hold it back.
Researchers found a malicious instruction file that tricked a coding agent into installing an unauthorized npm package — and reproduced it with a 90% success rate. Five settings that close the hole.
A pan-and-tilt camera that screws into your porch light, open-ear buds that clip on, a phone mic for spatial audio, and a kids' phone with no internet. What each does — and the catch nobody puts in the headline.
Three small projects from this week's GitHub trending list that are clever, useful, or both — with what they do, how they work, and the catches.
A misconfigured DNS resolver, chained zero-days and a covert channel built from CPU cache timing — OpenAI's own red team found the paths. Here's what happened and why it matters beyond OpenAI.
Floorplan, a free MIT-licensed plugin, scans your repo locally and has your coding agent label every part, producing a browsable map with a security health check. It was one of GitHub's top trending repos on November 2.
