Perplexity has introduced Hybrid Compute, a feature that divides AI tasks between cloud-based models and models running locally on a user's device. It flags files or data containing personal information and lets users choose to process those locally while sending the rest of the task to the cloud, or send everything to the cloud. The feature currently works only in the Perplexity app on Apple Silicon Macs, supporting local models like Gemma 4 E4B and Qwen 3.6 alongside cloud options such as Claude Opus 5 and GPT 5.6 Sol.
Acer has shown off a concept device called Project DualPlay Mini, an 8-inch Windows gaming handheld resembling its Predator Atlas 8 that can flip open and swivel its screen to reveal a small backlit keyboard underneath. The device runs on an Intel chip and uses a dual-fan cooling setup similar to the Atlas 8, but Acer has not detailed further specs since it remains a concept with no confirmed retail release.
Acer has introduced the Swift Blade 14, a 799-gram, carbon-fiber-bodied laptop measuring as thin as 12.95mm, positioning it as a lighter alternative to Apple's 13-inch MacBook Air. The device will ship with Intel's Wildcat Lake processors ranging from a five-core Core 3 to a six-core Core 7, paired with 12GB of RAM, along with either a basic LCD or optional OLED display. Acer also announced the Swift Air 16, a larger companion to the budget-friendly Swift Air 14, though pricing for both new models won't be revealed until closer to their December launch.
Google has upgraded Gemini's video analysis with a new 'agentic' approach that lets the AI selectively choose which frames, audio, or transcript segments to review instead of processing every frame. The company says this cuts token usage by up to 88% while improving accuracy by up to 7%, and enables tracking of object counts, movement, and sub-second events across multi-hour videos. The feature currently works through the Gemini API in AI Studio and the Enterprise Agent Platform, with plans to reach the Gemini app and YouTube's 'Ask YouTube' tool soon.
A federal grand jury in California indicted 40-year-old Searzhudin Tamirlanovich Aktulaev, extradited from Cyprus in May 2025, over a phishing scheme that used 255 fake accounts to send malicious Excel attachments to roughly 80,000 freelancers on an unnamed job platform between 2016 and 2017. The attachments deployed TVRAT and DarkVNC malware, giving the defendant remote access to victims' machines and letting him steal e-commerce credentials and personal data for fraud.
Microsoft will start rolling out updates that automatically turn on memory integrity and Virtualization-based Security on eligible Windows 11 devices, aiming to make the OS secure by default. The kernel-level protection blocks untrusted drivers and code but can reduce gaming frame rates, especially on older CPUs. Devices where users previously disabled the feature will not have it re-enabled automatically.
U.S. and European authorities, alongside CrowdStrike's Counter Adversary Operations team, seized domains tied to the Sality botnet in the United States, Bulgaria, Hungary and Romania. CrowdStrike also ran a peer-to-peer sinkhole operation that cut off command channels and isolated infected machines from the botnet's controllers, attributed to a Russia-based group tracked as SALTY SPIDER.
SonicWall has warned that attackers are chaining two newly discovered vulnerabilities in its SMA1000 secure remote access appliances to execute code remotely. One flaw is a maximum-severity command injection issue in the WorkPlace interface caused by an SSRF weakness, while the second lets an authenticated admin run arbitrary OS commands via the Management Console. The bugs affect the SMA1000 6210, 7210, and 8200v models, with over 400 exposed devices currently visible online.
The Ludwig Institute for Shared Economic Prosperity (LISEP) has developed the True Rate of Unemployment, a metric built from Bureau of Labor Statistics data that counts people without full-time work, those earning below a living wage of roughly $26,000 a year, and those with no job at all. The measure aims to give a fuller picture of financial hardship than the official unemployment rate captures.
Under new owner Picea Robotics, iRobot unveiled its flagship Roomba Max 875 Combo ($1,199) and the Roomba Plus 678 Combo ($899) at IFA Berlin. The Max 875 introduces SealForce, a skirt system that seals against carpet to push airflow deeper, combined with a new vane-type motor rated at 20 liters per second and 35,000 Pa of suction, the highest iRobot has ever disclosed.
Consumer group Which? created a fake Booking.com listing for 10 Downing Street, complete with a bogus review mentioning Larry the cat, to test the platform's fraud detection. The listing remained live for two months before Booking.com removed it, despite obvious signs it was fraudulent.
Anthropic launched Claude Fable 5.1 across its API, cloud platforms and desktop app, alongside Mythos 5.1, a less-restricted version limited to vetted cybersecurity and life-sciences organizations. The company says Fable 5.1 handles multistep coding and scientific workflows more efficiently, using fewer tokens, and posted large gains on internal benchmarks like Terminal-Bench 4.0 and Terminal-Bench-Science 0.1 versus its predecessor.
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