git-xet is now in your favorite package managers! brew install git-xet
winget install git-xet
OPEN SOURCE
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git-xet now available in major package managers
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Open-Source AI Collaboration: How Constraints Drive Global Innovation
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At the #BloombergNewEconomy Forum in Singapore, I discussed the future of AI, and why open-source is how rest of the world can work together to develop AI. When you don’t have hundreds of billions of dollars of funding, you’re forced to collaborate.
— hardmaru (@hardmaru) 27 novembre 2025
Constraints breed innovation. pic.twitter.com/YEvpvA9mNDAt the #BloombergNewEconomy Forum in Singapore, I discussed the future of AI, and why open-source is how rest of the world can work together to develop AI. When you don’t have hundreds of billions of dollars of funding, you’re forced to collaborate. Constraints breed innovation.
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DeepSeek-Math-V2: Advanced Mathematical Reasoning Model
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deepseek-ai/DeepSeek-Math-V2 · Hugging Face
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ROOT: Robust Orthogonalized Optimizer for Neural Network Training
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ROOT: Robust Orthogonalized Optimizer for Neural Network Training Huawei Noah's Ark Lab
Paper: https://
arxiv.org/abs/2511.20626
Code: https://
github.com/huawei-noah/no
ah-research/tree/master/ROOT
… Our report: https://
mp.weixin.qq.com/s/X7dNh8lwr0xV
W7TsuO4D2g
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Claude 4.5 leads web dev, Grok fights for top 2
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Claude Opus 4.5 claims top 2 spots on web dev arena and top 3 on text arena after Gemini 3 Pro and Grok 4.1 models. Will Grok secure top 2 until the end of the year on text?
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PyTorch vs JAX: Framework Comparison for Deep Learning
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more of this energy for pytorch gives you jax. soo….
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Voyager SDK 1.5 Launches Ubuntu 24.04 Python 3.12 Support
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So, what’s got you excited? Ubuntu support? Multi-chip power? Or those shiny new CV models? Tell us what you’re building, and get the 1.5 update https://
community.axelera.ai/voyager-sdk-2/
voyager-sdk-v1-5-is-here-with-native-ubuntu-24-04-and-python-3-12-support-1146
… #EdgeAI #VoyagerSDK #Ubuntu2404 #Python312 #LLM #ComputerVision -
YOLOv8 and YOLOv11 Computer Vision Models Released
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New CV model highlights:
• Yolov8m-seg: instance segmentation
• Yolov8m-pose: keypoints
• Oriented bounding box detection (Yolo8 & Yolo11 variants)
• DenseNet-121, RegNet family for classification -
Voyager SDK now supports Ubuntu 24.04 and Python 3.12
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Ubuntu 24.04 support
The community asked, and it’s here. No more Docker hacks; Voyager SDK now runs natively on 24.04. And yes, Python 3.12 too: better error messages, performance boosts, cleaner type hints. -

Voyager SDK v1.5 Released with Ubuntu 24.04 and Python 3.12
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Voyager SDK v1.5 is out now, and it’s a big one.
Native Ubuntu 24.04, Python 3.12, new Metis PCIe support, fresh CV models, and upgraded LLM support. Let’s dig in…