Accelerating Professional Video with Vulkan Compute in FFmpeg
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FFmpeg is utilizing Vulkan Compute shaders to bring high-performance, cross-platform GPU acceleration to professional video codecs.
Scaling Autoresearch: How 16 GPUs Transform AI-Driven Discovery
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Scaling AI research agents with 16 GPUs enables 9x faster model optimization and the emergence of sophisticated, parallelized experimental strategies.
ffmpeg-over-ip: Remote GPU Transcoding Without the Infrastructure Headache
232
A tool that enables remote GPU-accelerated transcoding by tunneling ffmpeg file I/O over a single TCP port.
Metal-Accelerated Image Reconstruction with Random Bézier Strokes
A Metal-accelerated Rust tool that paints images with random cubic Bézier strokes, accepting only OKLab error-reducing strokes to iteratively reconstruct the target.
Nvidia Edges Apple for TSMC’s Leading Edge as AI Wins the Wafers
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AI-fueled demand has shifted TSMC’s leading-edge capacity toward Nvidia, sidelining Apple in the near term while TSMC expands cautiously under heavy capex risk.
WIP AI Music-Video Generator: Image + Audio In, Video Clip Out
Preview of an AI tool that turns an artist image and audio into a short music video, with a near-term release and a call for user feedback.
nanochat: Train and Serve a $100 Mini ChatGPT in 4 Hours
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Train and serve your own mini ChatGPT in ~4 hours for ~$100 with a single, minimal, end-to-end codebase—and scale it with a few simple tweaks.
AMD Lands OpenAI GPU Megadeal, Offers Penny Warrant for 10% Stake
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AMD lands a massive OpenAI GPU supply deal with a penny-per-share warrant for up to a 10% stake—transformative for AMD, but unlikely to topple Nvidia’s lead.
Microsoft Aims to Run Most AI on Maia Chips, But GPUs Still Essential
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Microsoft plans to run most AI on its own Maia chips if the next-gen delivers, but GPUs from Nvidia and AMD aren’t going away.
Alibaba Pingtouge AI Chip Rivals Nvidia H20, Wins Major China Unicom Order
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Alibaba’s new Pingtouge AI chip rivals NVIDIA’s H20 and is set for large-scale deployment in China Unicom’s Sanjiangyuan computing project.
Spiral: A Machine-Scale Database Built on Vortex for the AI Era
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Spiral introduces a machine-first, object-store–native database built on Vortex to finally feed GPUs at full throttle while unifying security and governance.
Flame Fractals in GLSL: Chaos-Game Splatting, Transforms, and Simple Post
A practical GPU guide to rendering flame fractals with atomic density splatting, flexible transforms, and simple color/tonemapping plus DOF and motion blur.