I said Buy a GPU because I wanted as many indie researchers & devs working on RTX 3090s for the community (e.g. @pupposandro
, @no_stp_on_snek
) I started writing greentext posts on LLMs because I wanted to get people curious How Opensource AI wins? Community & knowledge sharing
OPEN SOURCE
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Open-source AI wins through community and knowledge sharing
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Open source AI must stay independent and community-governed
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Opensource AI should remain usable, understandable, reproducible, locally deployable, economically viable, and community-governed even if today's dominant labs, foreign labs, hardware vendors, cloud platforms, or open-weight model providers change direction or disappear.
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Open source AI must win to avoid dystopia and loss
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Opensource AI MUST WIN OpenAI / Anthropic winning is – At best a world we can tolerate – At worst a dystopia We lose in all scenarios, the degree of that loss is a matter of how things play out + being UNDER THEIR MERCY This is our MOST IMPORTANT FIGHT Existential.
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Are Linear ticket agents like OpenAI Symphony?
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Agents from linear tickets, so like https://
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DeepSeek Sparse Attention Implementation in LLMs Repository
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Added a DeepSeek Sparse Attention (DSA) from-scratch implementation to my LLMs-from-scratch repo thanks to an awesome new reader contrib. With motivation, overview, and GPT-style model reference implementation as standalone example code: https://
github.com/rasbt/LLMs-fro
m-scratch/tree/main/ch04/09_dsa
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llmfit CLI tool auto-detects hardware and ranks 206 models by VRAM
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Stop guessing which models fit in your VRAM! llmfit is a CLI tool that auto-detects your hardware and ranks 206 models by what actually runs on your system. You download a 70B model and hope it fits. Or you estimate memory requirements across quantization levels and still end
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MIT Open-Sources GenCAD: AI Model Transforms CAD Design
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MIT just open-sourced a model that could end the $150/hour CAD industry.
— AlphaSignal AI (@AlphaSignalAI) 23 mai 2026
Turning a photo of a physical part into an editable 3D model usually takes an engineer weeks inside proprietary software.
Every revision means starting from scratch.
GenCAD breaks that bottleneck… pic.twitter.com/NhJnONGLioMIT just open-sourced a model that could end the $150/hour CAD industry. Turning a photo of a physical part into an editable 3D model usually takes an engineer weeks inside proprietary software. Every revision means starting from scratch. GenCAD breaks that bottleneck
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Memo: Open-source AI will win
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MEMO INCOMING re: Sovereign Intelligence Opensource AI WILL WIN x.com/TheAhmadOsman/…
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Opensource AI Will Win: A Memo on Sovereign Intelligence
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MEMO INCOMING re: Sovereign Intelligence Opensource AI WILL WIN
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Discover Sana: a new GitHub repo for machine learning by NVlabs
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repo → https://
github.com/NVlabs/Sana