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Decision-1 does not generate text. It takes a task with several answer options and returns a probability for each in one pass. It is built on Qwen3.5-9B. Microsoft says it is 35 times faster than GPT-6 Sol in internal tests.
The model can help AI agents choose whether to continue a task or hand control to a person. It achieved the highest accuracy across 36 benchmarks, covering nearly 150,000 questions.
Xbox used Decision-1 to classify more than 10,000 player reviews. Processing was 14 times faster than GPT-6 Sol and 200 times cheaper. Input costs $0.042 per million tokens, with free output tokens. It is available through Microsoft Foundry and will later appear on OpenRouter.
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The lineup has 2 models: Muse Wonder and Muse Wonder Full. On DeepSWE, Muse Wonder unexpectedly beat Opus 5.5 and GPT-6 Astra. On Terminal Bench, it outperformed Fable 5.1.
The models are trained for long tasks, coding, and agents. Their Active Memory feature pulls relevant context from other chats for a specific task in real time.
They are already available through Meta Model API and Muse Code.
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Bloombergβs Mark Gurman says Apple may show the hub on Tuesday, 13 October, at the βWelcome homeβ event. HomeView is expected in 2 versions, a tabletop model with a metal speaker base and a wall-mounted one. The tabletop version has 4 color options, the wall version 2.
It will run a limited set of Apple apps with no App Store. Accessories will connect through Siri and the Home app, with other Apple devices also supported. LG worked on the lineup, while Schneider Electric handled European-market products. Sales will use the Apple Home Collection brand. Without an App Store, compatible accessories are central to what HomeView can do.
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Researchers made the first full map of a squidβs lateral line and found hundreds more hair cells than expected, spread across the body. These cells detect movement in the surrounding water.
The hair bundles vary in length. Similar tuning in the human cochlea lets different cells respond to different frequencies. Researchers hypothesize that squid may adjust bundle length to distinguish water vibrations, making the skin work roughly like an ear.
Because these structures sit on the surface, squid could help explain how hair cells are built, maintained, and damaged in humans.
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The Gemini 4 Argon model is now available in the Gemini app. Google says it improves reasoning, coding, and complex-task solving, with more direct answers and fewer boilerplate phrases.
A new Tasks mode lets Gemini carry out assignments while the user is away. It is connected to more than 40 apps, including Adobe, Shopify, OpenTable and Instacart, for bookings, grocery orders, design work and business management.
On macOS, Google also embedded the Antigravity development environment in Gemini, so users can switch between chat and coding without opening another tool. Gemini 4 Argon and Tasks are available to Google AI Pro and Ultra subscribers.
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Four LG cameras join a smart lock, 2 thermostats and sensors in the Home app. They record up to 2.5K, identify familiar faces and packages, and keep 10 days of footage end-to-end encrypted in iCloud+. There is no separate camera subscription. US and Canada sales start in December.
HomePod mini 2 costs $149 and arrives October 30. Apple TV 4K costs $299 and goes on sale November 13, with an A19 chip up to 50% faster in CPU tasks. Siri answers questions hands-free, and the remote is searchable through Find My.
Apple TV 4K can use 4 HomePod mini 2 speakers as a surround-sound theater, detecting their positions and syncing volume automatically. Siri AI is coming later and currently works only in English.
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Video from yesterdayβs Cheeky Pint podcast is already drawing millions of views on social media.
Zuckerberg came to discuss AI and a new model that became No. 2 in the world. People remembered his unhappy Guinness face instead.
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The 48-centimeter robot costs about $400 without a phone. A regular smartphone provides its camera and processing, while a small onboard computer sends commands to the motors over Wi-Fi.
It walks and follows a person. After a face-down fall, it can stand up again. Its 13 low-cost servos control the legs and torso. Tests on 4 Android phones showed that the basic functions worked on all of them. The project is open for study and experiments.
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Multiple AI agents scan scientific and technical documents for contradictions, calculation errors, and weak spots. The free limit is 2 reviews per week.
In tests using papers with known errors, Deep Review found 89.7% of problems. It can also flag errors that are not there. Uploaded files are not used for training, but are stored for up to 1 year.
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Anthropic published a detailed guide to autonomous agents built on Claude Managed Agents. They can check Slack and GitHub every day, find important changes, then send a short summary without human input.
An agent scans work chats and repositories for unanswered requests, open tasks, and code changes. It posts to Slack only what needs attention, remembers processed messages, and checks task status again before sending.
Claude Managed Agents is in beta and runs in Anthropicβs cloud, so a computer does not need to stay on. Each run can have a spending limit and restricted access to external services. Anthropic also released an implementation on GitHub and a Claude Code command.
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Micro Center changed the cardβs status from βout of stockβ to βno longer soldβ. Other US and European stores have almost run out. Remaining prices rose 10-20% in a few days.
Nvidia has made no official comment. Insiders say production is being wound down because the same chips are more profitable in professional RTX Pro workstation cards. Gamers are running out of options.
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