on-device AI

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Google’s AI Note-Taking App Transcribes Your Meetings Completely Offline

Google has released AI Edge Foresight, a free, experimental Mac app that transcribes meetings on the device, turns scribbled shorthand into polished notes and answers questions from your own files without sending anything to the cloud. We explain how it works, the EmbeddingGemma 2 and Gemma 4 models underneath, how far the privacy promise goes, how it compares with Granola and Google Meet notes, and what a business should check before trying it.

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Qualcomm’s Snapdragon Sound Elite Is a New AI Chip for Audio Wearables

Qualcomm announced Snapdragon Sound Elite Gen 2 at Snapdragon Summit 2026, an audio platform for earbuds, headphones, audio glasses and camera buds. Its eNPU peaks at 128 GOPS against 64 for the Snapdragon S7 Gen 1, it integrates micro-power Wi-Fi 6E for direct cloud access, and Qualcomm claims up to 40% lower power and a 30% smaller footprint. This article checks the arithmetic behind those claims, explains why Wi-Fi in an earbud matters, and covers ANC, aptX Lossless, camera buds, the Personal AI Health Alliance and what buyers should expect.

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Qualcomm Launches Two New Smartphone Chips With Emphasis on AI

Qualcomm split its flagship in two at the Snapdragon Summit on 22 September 2026. The Snapdragon 8 Elite Gen 6 and the new Snapdragon 8 Elite Extreme Gen 6 share TSMC 2-nanometre process and an Oryon CPU clocking 5GHz, and diverge on everything that touches AI. The Extreme runs a mixture-of-experts model of more than 30 billion parameters locally, against a 200-million-parameter sensing hub both chips share. This article covers the tier split, the generation-on-generation gains, why efficiency improved more than performance in every block, and why a second flagship tier arrives as the smartphone market contracts 14 per cent.

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Apple Mac Studio (M5 Ultra) Review: Huge AI and Graphics Power at a Huge Premium

The first review of a shipping Mac Studio with M5 Ultra scored it 8.9 out of 10 and told most buyers to purchase the cheaper model. This analysis separates Apple’s “up to” multipliers — 4.3x peak AI compute against M3 Ultra, but only 1.3x multithreaded CPU — from the measured results: 52,185 on Geekbench 7 multi-core, a 33% gain over M3 Ultra, and only about 10% over the M5 Max on synthetic AI tests. It works through the full configuration ladder from $2,499 to $11,299, the 37.5% entry-price increase, the untested four-machine clustering claim, the whole-system cost per gigabyte of unified memory against an NVIDIA DGX Spark, and the two conditions under which the Ultra is the rational purchase.

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Why Is There a Waitlist for Siri AI in iOS 27?

iOS 27 shipped on 14 September 2026 and the new Siri AI sits behind a queue that Apple has barely explained. Two engineering constraints are doing the rationing: a model payload above 10GB that every eligible device has to download, and Private Cloud Compute capacity that every admitted user loads permanently. This piece works through what Apple’s support pages actually say, why the wait estimate is generated server-side rather than published as a date, the full device, language and region eligibility rules that filter people out before the queue, reported wait times from the beta and from launch week, the daily usage limits that apply afterwards, a troubleshooting table for a stuck queue, and what a per-device 10GB download means for an IT team managing a fleet of iPhones.

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PrismML Hopes Its Tiny LLM Will Change How We All Use AI

PrismML, a Caltech spin-out, has released Ternary Bonsai 2 27B, a compressed Qwen3.8 27B that fits in 5.9 GB and retains 98.2% of the original’s aggregate benchmark score. We break down where it keeps and loses capability, the memory arithmetic behind the 9x claim, speed and energy figures, the Apple talks, where early coverage disagrees with the company, and what on-device models mean for businesses.

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Anker Brings Its AI Chip to the Soundcore Space 2 Pro Headphones

Anker used IFA 2026 to spread its Thus compute-in-memory AI chip across five audio models, led by the $200 Soundcore Space 2 Pro over-ear headphones shipping September 22. The chip claims 150 times more AI compute than Anker’s previous flagship silicon while eliminating the energy cost of moving data, powering an 8-sensor adaptive ANC array, real-time voice separation on calls, and HearID 5.0 personalised sound over a Hi-Res/LDAC path. This guide covers the full spec sheet, the Liberty Buds 2, AeroClip 2 and 2 Pro, sleep earbuds and OTC hearing aids around it, and what on-device AI audio means for buyers.

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Clipto Uses AI to Search Terabytes of Video and Is Now Valued at $250M

Clipto, the three-year-old San Francisco startup whose on-device AI lets people search terabytes of their own video, audio, images and documents by describing what they want, has raised $15 million at a $250 million post-money valuation. This analysis covers the funding round and its investors, the roughly $15 million in annual recurring revenue and net-income profitability behind it, founder Henry Kang’s path from Carnegie Mellon robotics to a Tencent exit, the new Model Context Protocol connector that lets ChatGPT and Claude query a private media archive, Pro-plan pricing, how Clipto compares with Adobe, Apple, Google and TwelveLabs, and what the “memory layer” thesis means for businesses sitting on years of unused footage.

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