At those speeds, technology becomes a matter of timing and trust, and this example shows very clearly how network intelligence and coordination can make the difference under real pressure. @TMobileBusiness
COMPUTING
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Attention quadratic vs Grassmann linear scaling complexity gap
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The complexity story is WILD: Standard attention: O(L²d) – quadratic scaling with sequence length
Grassmann mixing: O(Ld²) – LINEAR scaling (for fixed rank r) This isn't just theoretical. As sequences get longer, the gap becomes exponential. -
Transformer performance matched without computing attention weights
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This paper just murdered the foundation of every AI model you've ever used. A researcher proved you can match Transformer performance WITHOUT computing a single attention weight. Here's what changed (and why this matters now):
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AI Agents on Devices Will Kill App Store, Bad for Apple
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AI agents on your computer, and eventually your phone, will lead to the death of the App Store. This is bad news for Apple, and they know it.
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Maia 200 outperforms Amazon Trainium v3 and Google TPUv7
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Remarkable numbers when you look SxS. Maia 200 is 3x the FP4 perf of the Amazon Trainium v3, and FP8 performance above Google’s TPUv7. The most performant first party silicon of any hyperscaler.
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Israel Meteorological Service Deploys NVIDIA Earth-2 AI Weather Model
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To streamline accurate weather forecasting, read how Israel Meteorological Service (IMS) implemented an NVIDIA Earth-2 AI weather model into its operational weather forecasting system. https://
nvda.ws/4k3MDwq #AMS2026 @amirgiv @METEOROLOGY_IL -
Meta Unveils Maia 200 Inference Chip with Superior Performance
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Our Maia 200 inference chip, announced today, is most performant first party silicon of any hyperscaler. 3x the FP4 performance of the Amazon Trainium v3, and FP8 performance above Google’s TPUv7.
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Superintelligence Team First to Use Maia 200 Hardware
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It's a big day. Our Superintelligence team will be the first to use Maia 200 as we develop our frontier AI models. https://t.co/3Vt38ajobR
— Mustafa Suleyman (@mustafasuleyman) 26 janvier 2026It's a big day. Our Superintelligence team will be the first to use Maia 200 as we develop our frontier AI models.
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Voyager SDK v1.5.3 Adds YOLO26 Support Improvements
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Voyager SDK v1.5.3 adds YOLO26 support End-to-end NMS-free inference, faster CPU performance, better small object detection through ProgLoss + STAL. Removes DFL module for simpler export and broader hardware compatibility. Available across all YOLO26 sizes (n/s/m/l) for
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Extreme Precision Robotics Achieves Major Breakthrough in Delicate Material Handling
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Para hace sencillo y sin importancia, pero esto muestra un enorme paso en el mundo de la robótica. Precisión extrema aplicada sobre un material delicado que supone una tarea muy compleja. pic.twitter.com/UPahWPuX7w
— Juan Merodio (@juanmerodio) 26 janvier 2026Para hace sencillo y sin importancia, pero esto muestra un enorme paso en el mundo de la robótica. Precisión extrema aplicada sobre un material delicado que supone una tarea muy compleja.