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Attention at Constant Cost per Token via Symmetry-Aware Taylor Approximation

[Submitted on 30 Jan 2026] View PDF HTML (experimental) Abstract:The most widely used artificial intelligence (AI) models today are Transformers employing self-attention. In its standard form, self-attention incurs costs that increase with context length, driving demand for storage, compute, and energy that is now outstripping society’s ability to provide them. To help address this issue, …

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FBI couldn’t get into WaPo reporter’s iPhone because Lockdown Mode enabled

The FBI has been unable to access a Washington Post reporter’s seized iPhone because it was in Lockdown Mode, a sometimes overlooked feature that makes iPhones broadly more secure, according to recently filed court records. The court record shows what devices and data the FBI was able to ultimately access, and which devices it could …

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Guinea worm on track to be 2nd eradicated human disease; only 10 cases in 2025

A debilitating infection from the parasitic Guinea worm is inching closer to global eradication, with an all-time low of only 10 human cases reported worldwide in 2025, the Carter Center announced. If health workers can fully wipe out the worms, it will be only the second human disease to be eradicated, after smallpox. Guinea worm …

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Humble Bundle offers 7 acclaimed shooters with over 450,000 combined reviews for $20

ⓘ Petar via UnsplashA Steam Deck Humble Bundle has added a new package to its current collection of game bundles — Sci-Fi Shooters 2.0. The new bundle is full of sci-fi shooters. It is selling for $20 and will expire on February 24, 2025. Humble Bundle has introduced a new game bundle packed with well-reviewed …

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Casio launches new G-Shock Mudmaster watches with quad sensor, mission log feature and a tougher shell

ⓘ CasioThe new GG-B100XM-1A and GG-B100XMB-1A pair Mudmaster’s famously mud-proof, shock-resistant construction with Casio’s quad sensor tech Casio has introduced two new G-Shock Mudmaster watches under its Master of G-Land series. The GG-B100XM-1A and GG-B100XMB-1A pair a carbon fiber–reinforced case with quad sensor technology for tracking direction, altitude, barometric pressure, temperature, and steps in harsh …

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Anker unveils Solix C2000 Gen 2 portable power station with 2,048 Wh capacity and launch discount

ⓘ Anker SolixThe Anker Solix C2000 Gen 2 power station is equipped with 2,048 Wh LFP battery capacity Anker has officially launched its Solix C2000 Gen 2 portable power station with several connectivity options. The company’s new power station is designed to deliver high performance. This model offers various upgrades over the last generation model, …

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Moto G17 may not receive any Android updates as Motorola cites lack of EU requirements

ⓘ Motorola, editedThe Moto G17 is available in three colours, including light blue. Whilst the budget-oriented Samsung Galaxy A17 is scheduled for as many as six major Android updates, the Motorola Moto G17 will apparently receive none – and will even ship with an outdated version of Android to boot. Motorola has confirmed that it …

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