Frontier API access shrinking is already shaping research agendas. The labs that publish and open-weight find the bugs the closed ones can't, because no single research setup is broad enough.
OPEN SOURCE
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Gigatron Machine Learning Platform Overview
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Gigatron for Machine Learning. Ft. @gp_pulipaka @ThePracticalDev
. #BigData #Analytics #DataScience #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #Serverless #Linux #Programming #Coding #100DaysofCode https://
geni.us/Gigatron -

Apple’s MLX Framework for Large Language Models
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Apple's MLX Framework for LLMs! #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #Books #100DaysofCode https://
geni.us/MLX-LLM-Framew
ork
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Approaching Any Machine Learning Problem Comprehensive Guide
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Approaching Almost Any #MachineLearning Problem. #BigData #Analytics #DataScience #AI #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode https://
geni.us/Approaching-Pr
oblem
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Claude Code running with local AI models on home GPU cluster
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Here’s an old video showing Claude Code running w/ local models on my own GPUs at home
— Ahmad (@TheAhmadOsman) 18 avril 2026
> SGLang serving MiniMax-M2.1
> on 8x RTX 3090s
> nvtop showing live GPU load
> Claude Code generating code + docs
> end-2-end on my AI clusterpic.twitter.com/Kj8P3ndOeJ https://t.co/hPqPjwv6aQHere’s an old video showing Claude Code running w/ local models on my own GPUs at home > SGLang serving MiniMax-M2.1
> on 8x RTX 3090s
> nvtop showing live GPU load
> Claude Code generating code + docs
> end-2-end on my AI cluster -
Open Source Software Help Needed for Development
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that is not enough info to act on, but you seem to do software and it’s open source so hoping you help!
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OpenClaw Cloud Accessibility Debate: Scam or Necessary Solution?
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Alex Finn, @AlexFinn, says OpenClaw running on the cloud is a scam: https://t.co/2cdV5T9aBP
— Robert Scoble (@Scobleizer) 17 avril 2026
While he is right in a perfect world that everyone would have it running on a local computer, there are many who don’t want to do that, or who can’t afford it. Keeping it all running… pic.twitter.com/sudqiD4mn2Alex Finn, @AlexFinn
, says OpenClaw running on the cloud is a scam: https://
x.com/AlexFinn/statu
s/2044083264525349259
… While he is right in a perfect world that everyone would have it running on a local computer, there are many who don’t want to do that, or who can’t afford it. Keeping it all running -

Build Local Sandboxed AI Assistant with NVIDIA NemoClaw
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Here's your weekend project. Build a fully local, sandboxed AI assistant. Step-by-step tutorial to build your always-on agent: on openclaw with NVIDIA NemoClaw using NVIDIA DGX Spark Get started: https://
developer.nvidia.com/blog/build-a-s
ecure-always-on-local-ai-agent-with-nvidia-nemoclaw-and-openclaw/
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Ollama Qwen 3.6 discovers same vulnerability as Codex-5.4
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Ollama + Qwen 3.6 pulling the same vuln as Codex-5.4 would be huge, keeps the open stack honest.