– local llms 101 – tired of guides that just tell you to run a script and call it a day?
– want to actually know what your GPU is doing, not just trust a black box?
– here's what really happens when you run a local LLM
– what gets loaded, why, and how it all fits together
– no
AI HARDWARE
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Local LLMs 101: Understanding GPU Processing and Architecture
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Local AI and GPU Acquisition Strategy Before AGI
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hmm i am talking about this specifically he's right about local ai that's why, despite it being half-a-joke, i say "before AGI arrives, acquire GPUs" in my tweets
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Amazon Expands AI Device Lineup with Alexa+ Assistant
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7. Amazon doubles down on AI devices A refreshed Echo lineup, Fire TV with Vega OS, Kindle Scribe Colorsoft, and “Alexa+”—a proactive AI assistant with memory and multitask workflows.
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Nvidia’s Energy Efficiency Advantage Against Competitors Like Huawei
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Nvidia thrives in the world of limited energy – it has the best 'intelligence per watt' offering, so in a world where energy is much more abundant, other competitors might get a foothold. Take China for example, Huawei chips are ~1/3 the efficiency of Nvidia's (system-level
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Optimus V3 Represents Major Advancement in Humanoid Robotics
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Optimus V3 is something special https://t.co/r849wSVBOn
— Elon Musk (@elonmusk) 4 octobre 2025Optimus V3 is something special
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Tesla Optimus Learning Kung Fu Demonstrates Advanced Robotics
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Tesla Optimus learning Kung Fu pic.twitter.com/ziEuiiKWn7
— Elon Musk (@elonmusk) 4 octobre 2025Tesla Optimus learning Kung Fu
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Nvidia Market Cap Surpasses Entire Pharmaceutical Sector
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nvidia market cap > all pharma combined
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Generalized Parallel Scaling with Interdependent Generations
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Generalized Parallel Scaling with Interdependent Generations
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Privacy-First Fall Detection AI on Edge Devices
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Privacy-first fall detection that actually works. No cloud needed, just edge #AI distinguishing real falls from sitting down. Smart plug and smart speaker alerts when it matters.
Giving people back their independence while ensuring help arrives when needed, yet with no -

Granite 4.0 Hybrid Mamba Transformer Cuts GPU Memory 70%
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Granite 4.0 introduces a hybrid Mamba + transformer architecture. Cuts GPU memory needs by up to 70% Runs on cheaper hardware Faster inference, even with long contexts or multiple sessions