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Guide outlines fixes for smart speakers that misunderstand voice commands

A troubleshooting guide offers practical steps to improve smart speaker accuracy, including cleaning the device, repositioning it away from walls and noise sources like fans, and adjusting sensitivity or wake-word settings on multi-speaker setups. It also recommends giving connected smart home devices and rooms unique, distinct names to avoid confusion.

National Design Studio open-sources Rampart, a browser-based PII redaction tool

National Design Studio released Rampart, an open-source system that detects and strips personal information from text before it leaves a user's device. It runs entirely in the browser, combining regex-based rules for structured data like Social Security numbers with the MiniLM machine learning model for names and addresses, aiming to complete the process in milliseconds.

Microsoft sets 2027 deadline tied to Windows Update certificate rotation

Microsoft announced that Windows Update certificates will expire on May 17 and June 19, 2027, and devices running unsupported Windows versions at that point will lose access to update services entirely. The company has already pushed replacement certificates to supported systems, but it listed specific security updates that must be installed on various Windows 10, 11 and Server versions before the deadlines to maintain update access.</br>Microsoft urged IT administrators to inventory devices on outdated or unsupported Windows versions now and ensure monthly updates are deployed across their fleets ahead of the rotation.

Google launches Foresight, an on-device AI note-taking app for Mac

Google released AI Edge Foresight, a note-taking app currently available only on MacOS that transcribes meetings from Google Meet, Zoom or in-person conversations entirely on-device. It organizes notes, works with files like PDFs and Google Docs, and offers a Live Assistance feature to answer questions based on meeting transcripts, all without sending data to the cloud.

Amazon replaces Fire tablets with new Alexa Tablet lineup starting at $230

Amazon is launching three new Alexa Tablets—the 8, 11, and 12 Pro—to replace its Fire tablet line, available in the US, Mexico and Canada from October 14, and in the UK, Germany, France, Italy and Spain five days later. Prices start at $230 for the 8.7-inch Alexa Tablet 8 and go up to $500 for the 12-inch Alexa Tablet 12 Pro, which Amazon says is its fastest tablet yet with improved processing and graphics. An anti-glare Nanomatte display option costs an extra $50, and a $90 stylus is available for the Pro model.

New 'Whistle' model brings on-device speech-to-text in 16.9 MB

A new speech recognition model called Whistle has been released for mobiles, wearables, robots, smart home devices, automotive systems and microcontrollers. It ships as a single 16.9 MB file that runs entirely on-device via CPU with no dependencies, handling transcription, word-level timestamps and speech embeddings for seven languages without sending audio off the device.

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