What if your robot or car could see depth more clearly than a top-tier RGB-D camera? Researchers from Ant Group present LingBot-Depth. It treats sensor errors as "masked" clues, using visual context to intelligently fill in and refine incomplete depth maps. It outperforms
AI HARDWARE
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FPGA On-Device Deep Reinforcement Learning with DQN Implementation
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Machine Learning! (FPGA On-Device ARM Cortex Deep Reinforcement Learning with DQN)! @SoCal_IDEAS #BigData #Analytics #DataScience #AI #MachineLearning #ReinforcementLearning #IoT #IIoT #Python #RStats #TensorFlow #CloudComputing #Serverless #DataScientist #Linux #Programming
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Training GPT-2 Grade LLMs for Under $100
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nanochat can now train GPT-2 grade LLM for <<$100 (~$73, 3 hours on a single 8XH100 node). GPT-2 is just my favorite LLM because it's the first time the LLM stack comes together in a recognizably modern form. So it has become a bit of a weird & lasting obsession of mine to train
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Trusting life to AI in an old car with Hardware 3 and FSD 14
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Do you trust your life to AI?
— Robert Scoble (@Scobleizer) 31 janvier 2026
I do.
In an old car with hardware 3.
What a beautiful time to be alive.
It drove all the way from San Jose to Mill Valley.
I think they snuck in the lightweight FSD 14 engine in so @elonmusk wouldn’t notice.
Welcome to the autonomous age.
My… pic.twitter.com/RAnjBMatQvDo you trust your life to AI? I do. In an old car with hardware 3. What a beautiful time to be alive. It drove all the way from San Jose to Mill Valley. I think they snuck in the lightweight FSD 14 engine in so @elonmusk wouldn’t notice. Welcome to the autonomous age. My
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NVIDIA Introduces NVQLink to Connect Quantum Computing and GPU
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NVIDIA Introduces NVQLink — Connecting #Quantum and #GPU Computing for 17 Quantum Builders and Nine Scientific Labs https://
nvidianews.nvidia.com/news/nvidia-nv
qlink-quantum-gpu-computing
… @nvidia #Quantum #CES2026 #AI #IoT #GTC -
Humanoid Robots Now Download Learn Skills Through Apps
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Humanoid robots can now download and learn new skills through apps! https://
share.google/EOjD9STmxn5zzZ
uSe
… #humanoidtech #humanoid #robot #Robotics #AI #TechRevolution #TechInnovation #ArtificialInteligence #Robotech #RobotEconomy -

Comprehensive Guide to Supercomputing for AI Architectures and Scaling
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Supercomputing for AI – Foundations, Architectures, and Scaling Deep Learning. [804-page masterpiece] Read it online: https://
jorditorresbcn.github.io/supercomputing
-for-ai-book/
… Buy it: https://
amzn.to/4qS4pFz GitHub repo: https://
github.com/jorditorresBCN
/supercomputing-for-ai
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In-house inference kernels migration to GB 200 hardware
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Enjoy! Baked with our in-house inference kernels. We're going to migrate all our inference to GB 200s soon. More details soon.
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Edinburgh EPCC Open-Sources Cerebras CS-3 Programming Libraries
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The @EPCCed at the University of Edinburgh—one of Europe’s leading supercomputing centers—has developed new high-level libraries to program the Cerebras CS-3 and just open-sourced them for everyone else to use. When they measured the performance against GPU and CPU clusters,
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xAI hires former Tesla employees to bolster AI hardware expertise
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Il pioche aussi dans ses propres entreprises.
— Jouhatsu | AI Influence Operator (@Jouhatsu_ai) 30 janvier 2026
Plus de 40 anciens employés de Tesla ont rejoint xAI.
Pourquoi ?
Parce qu’ils apportent une expertise matérielle que Meta ne pourra jamais acheter.
Prenons Daniel Rowland : pic.twitter.com/syTjFfLhAlIl pioche aussi dans ses propres entreprises. Plus de 40 anciens employés de Tesla ont rejoint xAI. Pourquoi ? Parce qu’ils apportent une expertise matérielle que Meta ne pourra jamais acheter. Prenons Daniel Rowland :
