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Alex

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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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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AHLA, U.S. Travel, and Airlines for America Urge Congress to End Shutdowns

WASHINGTON, D.C.—With the House heading back to Washington, D.C., to vote on a government funding package, U.S. Travel, Airlines for America, and the American Hotel & Lodging Association issued the following joint statement: “We saw firsthand how government shutdowns significantly disrupt travel and hurt our economy last year. The 2025 shutdown had an economic impact …

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