Here's the math that makes it work: Modern GPUs have specialized Tensor Cores optimized for 2:4 sparsity (2 non-zero values per 4 elements). This isn't emulated. It's silicon-level acceleration. 90% sparse network = 50% memory bandwidth + 2x compute throughput. Real speed,
TECHNOLOGY
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NVIDIA’s Block Sparsity Breakthrough Speeds AI
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Then came the breakthrough nobody expected: Structured sparsity + modern hardware. NVIDIA proved you don't need random sparse patterns. Block sparsity (2:4, 4:8 patterns) runs NATIVELY on modern GPUs. Suddenly the lottery ticket isn't just accurate. It's actually faster.
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2018 Paper: Pruning Neural Networks Without Accuracy Loss
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The original 2018 paper was mind-blowing: Train a massive neural network. Delete 90% of it based on weight magnitudes. Retrain from scratch with the same initialization. Result: The pruned network matches the original's accuracy. But there was a catch that killed adoption.
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Grok directs car to In-N-Out, car handles navigation safely
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That's not how Grok works. Grok just tells the car, "Go to the In-N-Out," and then the car figures out how to get you there. It's not going to kill you.
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OpenAI’s pen-shaped AI device aims to be third core device
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Additional details about OpenAI’s AI device: It is a pen-shaped device that integrates AI, aiming to become a “third core device” following the iPhone and MacBook. It’s lightweight and highly portable—about the size of an iPod Shuffle—and can be carried in a pocket or worn x.com/jukan05/status…
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Pickle 1 Soul Computing: AI Hardware Anticipating User Needs
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Is your AI ready to think like you before you speak?
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 2 janvier 2026
Pickle 1's Soul Computing rewires reality—anticipating needs, forging infinite memories. The future wears 68g.
Dare to upgrade your mind? https://t.co/trhDxnRlqDIs your AI ready to think like you before you speak? Pickle 1's Soul Computing rewires reality—anticipating needs, forging infinite memories. The future wears 68g. Dare to upgrade your mind?
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Grok to run Optimus, Tesla, Neuralink, in charge of lives
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You aren't listening. Grok is going to run all three of those. You're going to talk to Grok, which runs your Optimus, runs your Tesla, and your Neuralink. Grok is going to be in charge of all of our lives soon. And yes, the car is driving with a completely different model, but
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AI glasses from Google, Apple, Meta and more arriving within 18 months
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The Harsh Truth.
— Robert Scoble (@Scobleizer) 2 janvier 2026
Google, Snap, OpenAI, Apple, Meta, and a bunch of Chinese companies, are all working on AI glasses that will be shown in next 18 months. The tech finally is good enough (as you will see at CES next week) and are coming with enough utility that consumers will… https://t.co/DHJSIfPv2eThe Harsh Truth. Google, Snap, OpenAI, Apple, Meta, and a bunch of Chinese companies, are all working on AI glasses that will be shown in next 18 months. The tech finally is good enough (as you will see at CES next week) and are coming with enough utility that consumers will
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Waymo and Zoox: The Self-Driving Car Market Leaders
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Some headlines: "In the US the players that will determine whether self driving cars are successful or abandoned are #1 Waymo (Google) and #2 Zoox (Amazon). No one else matters." – Rodney Brooks
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Humanoid Robot Dexterity Limitations Beyond 2036
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"Deployable dexterity will remain pathetic compared to human hands beyond 2036. Without new types of mechanical systems walking humanoids will remain too unsafe to be in close proximity to real humans." -Rodney Brooks