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16483 articles total
JAXBench: Benchmarking Autonomous TPU Kernel Optimization
JAXBench is a TPU-native benchmark suite for AI-generated kernel optimization on Google Cloud TPUs, providing a target for improving Pallas kernels.
DC-Leap: Training-Free Acceleration of dLLMs via Draft-Guided Contiguous Leaping Decoding
DC-Leap is a training-free framework that accelerates Diffusion Large Language Models (dLLMs) using draft-guided contiguous leaping decoding, achieving significant speedups.
InferenceBench: A Benchmark for Open-Ended LLM Inference Optimization by AI Agents
InferenceBench evaluates AI agents' ability to optimize LLM inference speed in open-ended engineering settings, revealing limitations in their ability to propose diverse configurations.
DecodeShare: Tracing the Shared Subspace of LLM Decode-Time Decisions
DecodeShare identifies a low-dimensional subspace shared across tasks during LLM decode-time hidden states, offering new insights for activation steering.
PlanE: Meta Planning of Data, Tuning, and Inference for Extractive-based LLMs
PlanE is a framework for constructing extractive-based LLMs using a Data-Tuning-Inference (DTI) planner to optimize the construction process.
Benchmarking the Personalization Capabilities of Large Language Models
SDR-Bench and SDR-Arena are released to benchmark the personalization capabilities of LLMs in sales, revealing a personalization plateau in frontier models.
The Corporate Creep of Plex: Why it may be time to move to Jellyfin
A discussion on Hacker News regarding the shift from Plex to the open-source Jellyfin media server due to concerns over corporate practices.
SDL Lands HDR10 Rendering Support
The Simple DirectMedia Library (SDL) has added support for HDR10 rendering, enhancing graphics capabilities for developers.
COSMIC Epoch 1.4 Released With More Fixes, Force Quit For COSMIC Monitor
System76 has released COSMIC Epoch 1.4, providing further stability and fixes for their Rust-based desktop environment.
AMD EPYC Turin With PCIe 5.0 Storage Shows Off Nice Gains On Linux 7.2
AMD EPYC Turin processors show improved I/O performance on Linux 7.2 when utilizing PCIe 5.0 storage.
libx11-compat Is Working To Implement Xlib Atop SDL For Wayland, macOS, Android
The libx11-compat project is re-implementing the Xlib client library on top of SDL2/SDL3 to improve cross-platform compatibility for Wayland, macOS, and Android.
Intel Directed Package-Level Thermal Interrupts Slated For Linux 7.3
Intel is introducing Directed Package-Level Thermal Interrupts to the Linux 7.3 kernel to improve processor efficiency.
The "New Normal" Of Audio Quirks Submitted For Linux 7.2-rc5
The Linux sound subsystem is seeing a high frequency of small hardware-specific patches and core fixes.
Raspberry Pi Touch Display 2 10-Inch Model Launches
Raspberry Pi has launched a new 10-inch model of its touch display, expanding its hardware ecosystem.
Cryptsetup 2.8.7 Released To Deal With Fallout Of Linux's Rushed AF_ALG Deprecation
Cryptsetup 2.8.7 has been released to address issues stemming from the Linux AF_ALG interface deprecation.
Three New Ubuntu Snap Vulnerabilities Made Public - One Dates Back To Ubuntu 16.04 LTS
Canonical has disclosed three vulnerabilities in the Ubuntu Snap package manager, one of which affects systems dating back to Ubuntu 16.04 LTS.
Freeze-Casting
A discussion regarding freeze-casting, a method for creating porous materials.
Police Removed Prominent Scientists from the ADA Meeting. Researchers Respond
Report on the removal of scientists from the ADA meeting by police and the resulting researcher responses.
AMD EPYC 9006 Venice Announced & Looks Poised To Be A Grand Slam
AMD announces the EPYC 9006 'Venice' server CPUs, targeting improved performance for agentic AI workloads.
AMD Launches Instinct MI455X, Helios AI Rack
AMD launches the Instinct MI455X GPUs and Helios AI Rack to enhance AI infrastructure.