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News
Is Speculative Decoding's Speedup a Hardware Problem or a Model Problem?
4+ hour, 25+ min ago (279+ words) The first full gamma sweep, on an open-ended, opinion-style prompt, came back like this: Slower across the board. The accept/reject math had already been verified correct, with stable, repeatable acceptance rates and no correctness bugs, so this wasn't a…...
Designing High-Performance GPU Kernels with TileLang: Tensor-Core GEMM, Fused Softmax, FlashAttention, and Autotuning
8+ hour, 35+ min ago (764+ words) Explore TileLang, a high-level Python domain-specific language that simplifies the design of high-performance GPU kernels. This tutorial provides a step-by-step approach to implementing complex workloads—including tiled tensor-core GEMM, fused softmax, and FlashAttention—while letting the compiler handle intricate thread…...
Gemini 3.5 Pro Still Missing at 67 Days, Rivals Gain [2026]
1+ day, 1+ hour ago (1741+ words) Google promised Gemini 3.5 Pro would ship in June 2026. Then it promised July 17. Both dates have now come and gone, and as of July 25, 2026, Alphabet’s flagship large language model still has no public release date, no listed entry in the Gemini…...
GE-Proton 11-3 brings better OptiScaler integration, AMD FSR4 improvements and lots of game fixes
17+ hour, 56+ min ago (381+ words) GE-Proton 11-3 (and 11-2 just before) is a huge release for the popular compatibility layer for SteamOS / Linux. With this release you can expect to see upgrades and improvements for OptiScaler, AMD FSR4, controller support, video playback and updated versions of various translation…...
AMD vibe codes its way past the CUDA moat with ROCm.AI
1+ day, 4+ hour ago (14+ words) The Register...
AMD ROCm.ai Accelerates AI Development Across AMD Platforms
1+ day, 12+ hour ago (149+ words) New AI-native developer experience enables the use of natural language and leading AI coding assistants to install, deploy, troubleshoot and optimize AI workloads on AMD platforms. July 24, 2026 — AMD has announced ROCm.ai, an AI-native software experience for AI development across…...
fal.ai Review 2026: Models, Pricing, GPU & API
1+ day, 22+ hour ago (915+ words) fal.ai is one of the strongest developer platforms for generative image and video models. Its Model APIs make it easy to call production-ready endpoints, while its separate Serverless product lets you deploy custom code on fal GPU infrastructure. It…...
Inside the Nebius + PyTorch DeepSeek V3 recipe: NVSHMEM and DeepEP for wide expert parallelism
2+ day, 7+ hour ago (813+ words) The alternative is GPU-initiated RDMA. NVSHMEM and DeepEP let GPUs read and write each other’s memory directly: across nodes, from inside CUDA kernels, with minimal CPU involvement. On Nebius, adding DeepEP to a DeepSeek V3 training run on 256 B200 GPUs lifted model…...
Multi-Cloud and Cross-Region GPU Capacity for Kubernetes AI
2+ day, 16+ hour ago (734+ words) Multi-cloud GPU capacity lets a single Kubernetes cluster source scarce GPUs, TPUs, and CPU from any cloud or region through one control plane, so AI inference and batch workloads run wherever capacity is available without application code changes. This is…...
AMD Announces ROCm AI Developer Platform to Automate GPU Code Optimizations
2+ day, 8+ hour ago (261+ words) Technetbook AMD Announces ROCm AI Developer Platform to Automate GPU Code Optimizations AMD has announced ROCm AI, a developer platform designed to make software optimization for its hardware stack automatic. The system integrates with major coding assistants to translate and…...