Throwback to last year's hackathon with @cline where 1000+ hackers signed up to play around with the latest model on Cerebras, among them @archimagos who wrote about his experience. Missed out? Join us tomorrow on Discord for our GLM 4.7 hackathon, with $5000 and Cerebras Code
COMPUTING
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Databricks Named Leader in Gartner Magic Quadrant Reports
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Databricks has been named a Leader in two 2025 Gartner Magic Quadrant™ reports for Cloud Database Management Systems and for Data Science and Machine Learning Platforms! We believe this recognition highlights the strength of our open platform and new capabilities like Lakebase
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16-bit Integer Multiplication on Tenstorrent Hardware
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16-bit Integer Multiplication on @Tenstorrent: jasondavies.com/2026/tenstor…
→ View original post on X — @tenstorrent, 2026-01-22 13:54 UTC
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Raleigh Uses AI Vision and Digital Twins for Safer Streets
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.@RaleighGov is proving how fast-growing cities can turn real-time AI into safer streets and smoother mobility.
— NVIDIA AI (@NVIDIAAI) 21 janvier 2026
By combining vision AI, digital twins, and AI agents, the city is transforming traffic management and urban response:
🚦 95% accurate vehicle detection to improve… pic.twitter.com/ZcdxjPYRwE.
@RaleighGov is proving how fast-growing cities can turn real-time AI into safer streets and smoother mobility. By combining vision AI, digital twins, and AI agents, the city is transforming traffic management and urban response: 95% accurate vehicle detection to improve -

The future of personal AI assistants is here, and it’s incredibly fun and addictive.
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"Being able to make my computer do things – anything – by just talking to an agent running inside it is incredibly fun, addictive, and educational (…) we’ve barely begun to tap into the potential of personal assistants. There’s no going back." https://
macstories.net/stories/clawdb
ot-showed-me-what-the-future-of-personal-ai-assistants-looks-like/
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Cold weather prompts GPU usage to fine-tune large XGBoost models
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It's getting pretty cold over here. Time to fire up all the GPUs and fine tune some big XGBoost models. @trainxgb
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Databricks Co-founders Speaking at Scaled ML 2026 Conference
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Databricks co-founders @matei_zaharia and @istoica05 will be speaking at #ScaledML 2026! This event brings together the creators behind systems like Apache Spark™, CUDA, TensorFlow, ImageNet, Tesla FSD, and more to explore large-scale learning, distributed systems, and next-generation AI hardware. Join us on January 29th: scaledml.org/
→ View original post on X — @reza_zadeh, 2026-01-20 20:10 UTC
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Built an App via Plain English, Deployed in One Click
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I built an app yesterday to test the hype. Described it in plain English. Watched it build. Deployed in one click. No Stack Overflow. No enterprise plan gates. No debugging CORS at 2am. 5M+ builders already know.
Free credits waiting: https://
app.emergent.sh/?via=prs @emergentlabs – -
Sovereign AI Powers Enterprise Operations at Orange Business
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Sovereign AI is becoming the foundation for trusted, enterprise-grade intelligence.@orangebusiness shows how agentic AI, powered by NVIDIA, enables its own operations and customers.
— NVIDIA AI (@NVIDIAAI) 20 janvier 2026
🤖 80,000 employees using GenAI daily
🔐 Built on trusted, compliant infrastructure
🌍 Designed… pic.twitter.com/kwBm7OFZtaSovereign AI is becoming the foundation for trusted, enterprise-grade intelligence. @orangebusiness shows how agentic AI, powered by NVIDIA, enables its own operations and customers. 80,000 employees using GenAI daily Built on trusted, compliant infrastructure Designed
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Secure filesystem-style access to cloud storage for data scientists
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When data scientists want filesystem-style access, platform teams often pay dearly in duplication and its costs. Learn to securely expose Azure Blob storage & Google Cloud Storage as familiar directories w/ no brittle hacks or parallel storage systems. https://
domino.buzz/4qAi0ks
