An unfiltered conversation with @mehul
, CEO of Matic Robots… We dive deep into what is needed to scale home robotics by 100x, the opportunity and challenge of on-device AI, reviving a decade old product category, and more! https://
youtu.be/lUHHSnMsSoI?si
=O0Tc_U1U7_g8kOmJ
…
HARDWARE
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Scaling Home Robotics with On-Device AI: CEO Interview
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Axelera AI Momentum: Building and Shipping AI Hardware Solutions
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Momentum & Milestones at Axelera AI
The world’s shifting fast. At Axelera AI, @FabAroundEU explains how we’re focused on what we can control: building, solving, shipping. It’s still day one—and the best is yet to come. Full update: -
AMD Optimizes Stable Diffusion Models for Radeon GPUs
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We’ve collaborated with @AMD to deliver ONNX-optimized versions of the Stable Diffusion family of models, engineered to run faster and more efficiently on @amdradeon GPUs and @AMDRyzen AI APUs. On these AMD-optimized versions, SD3.5 models see up to 2.6x speedup, while SDXL
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Modern Neural Networks Rely on Dense Matrix Operations Like Cray Computers
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All of the modern NN work that is accomplishing things is with dense matrix ops — 1 mat mul forward and 2 back. There are plenty of things Cray vector computers weren’t good at, but dense matmuls was their strong point, and no PC could touch them for nearly two decades. The XMP
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CoreWeave Launches NVIDIA GB200 NVL72 Access for Customers
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We’re excited to be among the very first to get access to @CoreWeave
’s @NVIDIA GB200 NVL72 systems! In addition to seeing training improvements, we’ve been able to run North on just one Blackwell GPU, enabling customers to start using this hardware in their own environments. -
Hugging Face Acquires Pollen Robotics for Open Humanoid Development
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Hugging Face acquired Pollen Robotics, a French startup building open-source humanoids
— Rowan Cheung (@rowancheung) 15 avril 2025
Pollen is already selling Reachy 2, an open and VR-compatible humanoid for research, education, and embodied AI
A big move from HF in open robotics!pic.twitter.com/PUyCqLvyABHugging Face acquired Pollen Robotics, a French startup building open-source humanoids Pollen is already selling Reachy 2, an open and VR-compatible humanoid for research, education, and embodied AI A big move from HF in open robotics!
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GPU Form Factor Advantages Over Vector Architectures Today
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The GPU form factor is better today with current gate densities and memory architectures, but that wasn’t an option back in the day. A stronger case for vector architectures back then might even have held up progress on our current architectures!
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Cray Vector Supercomputers Alternative Design for Deep Learning
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There is an alternate reality where Cray took their vector supercomputers, ditched FP64 calculations, and went with one FP32 pipe and a BF16 tensor core pipe. The same instruction set, memory architecture, and vector registers would have made a sweet deep learning machine, in
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Metis Compute Board: RK3588 SBC with AI Accelerator Pre-orders
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Metis Compute Board pre-orders are open SBC w/ RK3588 + Metis AIPU Dedicated AI accelerator via PCIe Full BSP + Voyager SDK stack 16GB CPU RAM + 4GB AI RAM HDMI, USB, LAN, GPIO, SATA, etc. Dev-ready for real #edgeAI. 15% off now: https://
eu1.hubs.ly/H0jhcyl0 -
Hugging Face Acquires Pollen Robotics for Open-Source Robots
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Super happy to announce that we are acquiring @pollenrobotics to bring open-source robots to the world! Since @RemiCadene joined us from Tesla, we’ve become the most widely used software platform for open robotics thanks to @LeRobotHF and the Hugging Face Hub. Now, we’re