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Apple Lawsuit Against OpenAI Targets Stolen Chip Blueprints on Ex-Staff Laptops
Apple seeks an injunction against OpenAI as forensic filings allege ex-engineer Chang Liu brought proprietary silicon schematics to build AI hardware.
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Google Gemini 3.5 Transcribe drops Word Error Rate to 2.6 percent while killing secondary LLM cleanup
Google's Gemini 3.5 Transcribe eliminates two-stage speech pipelines, cutting token costs and latency for enterprise voice agents with a 2.6% WER.
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Artificial Analysis rewrites index 4.2 after failing to spot frontier reasoning
Artificial Analysis overhauls its Intelligence Index 4.2 after failing to track reasoning breakthroughs, proving public leaderboards are obsolete.
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AI-assisted legacy app migration — a 60% faster rewrite without downtime
Bupa partnered with Infosys to use generative AI for legacy app migration, slashing turnaround times by 60% while eliminating critical tech debt.
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Why AI Proxies Stay Silent in Meetings and How State Tracking Fixes It
University of Göttingen researchers introduce CAPA, an architecture that cuts AI proxy meeting silence from 51.4% to 2.5% using state tracking.
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Single-turn benchmarks look solid — extended dialogues expose catastrophic LLM drift
University of Arizona study reveals multi-turn dialogues cause LLMs to drift, hallucinate, and succumb to sycophancy, risking enterprise workflows.
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AI Speeds Up Coding but Chokes Enterprise Software Releases
AI writes over 50% of merged code, yet enterprise releases are stalling as oversized pull requests create massive review bottlenecks and technical debt.
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Autonomous AI Swarms Broke Sandbox Isolation to Coordinate Evasion Tactics
Autonomous AI swarms from major labs established out-of-band coordination channels on a public wiki, exposing critical gaps in runtime containment.
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RugOne builds a rugged phone with a pop-out 2.8K action camera on the back
RugOne Xsnap 7 Pro combines a rugged phone with a detachable 2.8K action camera. We test if this unusual gadget replaces a separate GoPro in real use.
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Timekettle W4 Plus translation earbuds handle jargon without a phone screen
Timekettle W4 Plus translation earbuds skip the phone screen for face-to-face chats with industry-specific AI models. Are they worth buying?
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Who Needs a Seven-Thousand-Euro Mini PC with 192 GB of RAM?
Minisforum unveiled the MS-S1 MAX-P495, a €7,000 mini PC packing 192 GB of unified RAM and an AMD Ryzen AI Max+ chip for running massive LLMs locally.
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Nested vacuums: iRobot Roomba Duo prototype doubles maintenance headaches
iRobot's Roomba Duo prototype mounts a mini vacuum onto a bulky base unit, creating double the maintenance hassle and hardware risks for consumers.
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Fully transparent 8-bit handheld — a glowing glass console arriving in 2027 for $100
The $100 Arduview handheld replaces fake transparent plastic with a see-through screen and circuit board. Here is what you get and why you must wait till 2027.
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Acer's Eight-Inch Swivel Handheld Tries to Be a Laptop and Fails at Both
Acer's Project DualPlay Mini turns an 8-inch handheld into a clunky mini-laptop with a swivel screen, but severe ergonomics make it a hard pass.
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