News
We bet against the GPU arms race. Here's what shipped.
1+ hour, 38+ min ago (102+ words) On July 1 we announced four things at once. The press release version is here. This is the version. .. Tagged with ai, coding, opensource, programming....
Vibe Coded X11 Server Written In Rust Adds Xinerama, Free BSD Support & Other Features
2+ hour, 45+ min ago (194+ words) Phoronix - Categories Computers Display Drivers Graphics Cards Linux Gaming Memory Motherboards Processors Software Storage Operating Systems Peripherals Vibe Coded X11 Server Written In Rust Adds Xinerama, Free BSD Support & Other Features Michael Larabel is the principal author of Phoronix. com and…...
Apple Extends Private Cloud Compute to Google Cloud for the First Time
4+ hour, 56+ min ago (982+ words) Live Webinar and Q&A: From Log Noise to Incident Intelligence: A Maturity Model for AI-Assisted Observability (Jul 9, 2026) Save Your Seat Erik Steiger discusses the operational pain of legacy PDF generation in regulated banking and manufacturing. He explains how transitioning from…...
Together AI's Parallel Kernel Bench Reveals Top Models Fail 70% of Multi-GPU Tasks
1+ day, 22+ min ago (318+ words) Alpha Signal Together AI's Parallel Kernel Bench Reveals Top Models Fail 70% of Multi-GPU Tasks Every major coding benchmark for LLMs tests single-GPU CUDA kernels. But production AI infrastructure doesn't run on one GPU, it runs on clusters, where the real…...
Keras vs Tensor Flow: Key Differences & Which to Choose (2026)
1+ day, 1+ hour ago (1606+ words) Every developer starting with deep learning faces the same confusion: should I learn Keras or Tensor Flow? The question itself is misleading because Keras and Tensor Flow are not two separate choices competing for the same job. Keras is a…...
Reducing GPU Cold Starts with Memory Snapshots: Restoring CUDA Workloads in Seconds
1+ day, 41+ min ago (1637+ words) Yaseen Hamdulay Member of Technical Staff Reducing GPU Cold Starts with Memory Snapshots: Restoring CUDA Workloads in Seconds If you run AI models in production, you have a relationship with cold starts whether you want one or not. A three-minute…...
Py Torch vs Tensor Flow: Key Differences and Benchmarks
1+ day, 19+ hour ago (1614+ words) If you are starting a new AI project in 2026, you have likely asked: should I use Py Torch or Tensor Flow? The short answer: Py Torch is the default for most new projects. Tensor Flow remains the stronger choice for…...
AI-NT-No-Problem: Cramming a 9950 X3 D and RTX 5090 Into an SFF Custom Loop
1+ day, 18+ hour ago (1089+ words) My homelab workstation " hostname AI-NT-No-Problem " has been running a Ryzen 9 9950 X3 D and an RTX 5090 in an Antec Performance 1 FT full tower for months. It does local AI inference with llama. cpp, hosts my Coder server for remote development, runs Tailscale,…...
Linux 7. 2 Features: Cache Aware Scheduling, USB4 STREAM, AMD ISP4, AMDGPU HDMI 2. 1 FRL
1+ day, 22+ hour ago (414+ words) Linux 7. 2 is working toward release in August with its more than 43 million lines in the codebase. With Linux 7. 2 there are many new changes in tow as summed up in today's feature overview. Continue reading for the more exhaustive overview of…...
Google Cloud details full-stack AI architecture for developers
1+ day, 22+ hour ago (264+ words) Google Cloud is aiming to address historic complexities for developers with its full-stack AI infrastructure strategy. This engineering control extends to the economic model of large-scale deployments. Operating an in-house infrastructure stack eliminates the margin compounding that occurs when software…...