For any PyTorch program or ComfyUI / Stable Diffusion scenario especially where the performance is coming up short on the likes of the Strix Halo Radeon 8060S, Radeon RX 9000 series, or other RDNA3/RDNA4 GPUs,
AMD Wants Your Logs To Help Optimize PyTorch & ComfyUI For Strix Halo, Radeon GPUs
For any PyTorch program or ComfyUI / Stable Diffusion scenario especially where the performance is coming up short on the likes of the Strix Halo Radeon 8060S, Radeon RX 9000 series, or other RDNA3/RDNA4 GPUs,
Opus 1.6 Audio Codec Adds New Machine Learning Functionality
Opus 1.6 changes include:
- A new wideband-to-fullband bandwidth extension (BWE) module
- Support for 96 kHz audio with Opus HD
- Significant improvement to Deep Redundancy (DRED)
- A new 24-bit encoder/decoder API
Linux Exposing Support For Lenovo ThinkPads Being Able To Detect Hardware Damage
It turns out newer ThinkPads will begin communicating detected hardware damage that can then be parsed by the OS. A new patch to Lenovo's ThinkPad ACPI open-source driver explains:
"Thinkpads are adding the ability to detect and report hardware damage status. Add new sysfs interface to identify whether hardware damage
Intel's Cache Aware Scheduling Presentation At LPC 2025
The Significant Performance Gains For Radeon RADV Ray-Tracing Performance In 2025
As part of my various year-end comparison benchmarking, I recently ran some tests looking at how the Radeon RX 9000 series RDNA 4 performance has evolved since its debut near the beginning of the year. The Vulkan ray-tracing performance in particular was standing out this year as having evolved quite nicely while for conventional OpenGL and Vulkan performance the performance has been largely stable this year with its great at-launch support.
The biggest area of performance gains this year for the open-source Radeon RADV driver within
Mozilla Names New CEO, Firefox To Evolve Into A "Modern AI Browser"
Anthony Enzor-DeMeo has been named the new CEO of Mozilla Corporation. Anthony Enzor-DeMeo was SVP of Firefox from 2004 to July 2005 and then from July until now was the GM of Firefox at Mozilla. He's written a public message today in his first day serving as the new chief executive for Mozilla.
"People want software that is fast, modern, but also honest about what it does.
Red Hat Acquires Another AI Company
Red Hat announced today they have acquired Chatterbox Labs, a private company that began in 2011 and is focused on AI model testing and generative AI guardrails. Chatterbox Labs' AIMI platform provides quantitative AI risk metrics and other features.
ZLUDA For CUDA On Non-NVIDIA GPUs Enables AMD ROCm 7 Support
ZLUDA is working on bringing CUDA to non-NVIDIA GPUs . While there were prior versions focused originally on Intel GPUs and then for a while AMD-financed work on Radeon/ROCm support, the current take is on being a multi-vendor CUDA implementation and with a special focus on getting CUDA AI workloads up and running.
The latest achievement
Servo 0.0.3 Browser Engine Brings Better Performance, Embedding Improvements
Servo 0.0.3 released today and the Servo project also put out a blog post to highlight its improvements as part of developments over the month of November. The highlights in the new release include:
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MidnightBSD 4.0 Brings Many Changes To This FreeBSD 13 Derived OS
MidnightBSD 4.0 incorporates the latest updates from the FreeBSD 13 series, updates many third-party libraries, and features the latest iteration of its mport package manager. The mport verify functionality is now more robust, improved color handling for the TUI, and other changes.
MidnightBSD 4