Aphrodite w/ Exl3 supports TP btw Thank me later 😉
AI HARDWARE
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AI beliefs: open source wins, AGI local, get hands dirty
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My beliefs re: AI – Opensource AI will win
– AGI will run locally, not on someone else’s server
– The real ones are already learning how it works So: > Be early
> Buy a GPU
> Get ur hands dirty
> Learn how it works
> You’ll thank yourself The below has already happened btw -
Codex Cli Makes Local AI Effortless: Hardware, Model & Performance Optimization
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Local AI Is Now Easy With This Give Codex Cli the article below & tell it: – Infer the right Inference Engine from your hardware + article below
– Use uv+venv
– Pick the right kernels
– Tune flags, batching, KVCache, etc
– Optimize for your hardware & chosen model See? SO EASY -
Atlas Robot Demonstrates Advanced AI Skills
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From Walking to Heavy Lifting: Atlas Shows Off Next-Level Skills
— Ronald van Loon (@Ronald_vanLoon) 21 mai 2026
by @lukas_m_ziegler
#Robotics #ArtificialIntelligence #Innovation #MI #ML #Tech pic.twitter.com/uXgbhNcAUSFrom Walking to Heavy Lifting: Atlas Shows Off Next-Level Skills
by @lukas_m_ziegler #Robotics #ArtificialIntelligence #Innovation #MI #ML #Tech -
Educational thread on Local AI covering software, hardware, and infrastructure
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BTW, I have an entire thread with all of my educational content on Local AI Covers everything from Software to Hardware to Infrastructure & Systems Design for running AI locally You absolutely should check it out as well for the bigger picture
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AI robot swarms target wounds with light
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Living #Robot swarms built from algae can split, merge, and target wounds with light
by Neetika Walter @IntEngineering Learn more: https://
bit.ly/4nvWBZ0 #MedTech #Healthcare #HealthTech #Tech #TechForGood -
Estimates of AI data center power and water usage
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Estimates of power usage here: https://
arxiv.org/pdf/2509.20241 (these numbers also match independent assessments) Estimates of water usage here: https://
eta-publications.lbl.gov/sites/default/
files/2024-12/lbnl-2024-united-states-data-center-energy-usage-report_1.pdf
… (note it only includes direct cooling, not water for electricity generation) -
Free online bible for running LLMs locally on any hardware
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DROP EVERYTHING The bible for running LLMs locally is now available online to read for free Covers what to use on – Laptop / edge / odd hardware
– Mac-first workflows
– Single RTX GPUs
– 2-4+ NVIDIA / CUDA GPUs
– General production serving
– Long-context / MoE / routing
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Anthropic gets up to GB200 capacity at Colossus 2 with SpaceX
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Anthropic SpaceX Anthropic is getting up to GB200 of capacity in Colossus 2 in June as a part of the expanded agreement with SpaceX. Partnerships are huge unlocks
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Anthropic Secures Additional Compute Capacity from Colossus Clusters
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Holy: After Anthropic secured compute capacity from Colossus 1, it is now also getting access to compute from Colossus 2. But to be honest: I somehow expected to his. Grok certainly doesn’t need all that compute.