Wmf - a new experimental technique
The article content has been deleted by the author, leaving no substantive information regarding the technique.
Local LLM on MacBook M5 Pro - Totally New to This!
A non-programmer shares their experience setting up a local Large Language Model infrastructure on a MacBook M5 Max with 128GB of unified memory. The user details their software stack, model selections, and objectives for learning AI while establishing a stable, remotely accessible system.
Together AI at ICML 2026: frontier research across the full stack
Together AI is presenting nine papers at ICML 2026 that cover the full stack of its platform development.
Hugging Face and Cerebras bring Gemma 4 to real-time voice AI
Hugging Face and Cerebras have integrated Google's Gemma 4 model into their platforms to enable real-time voice artificial intelligence applications. This collaboration allows developers to leverage the multimodal capabilities of Gemma 4 for low-latency audio processing tasks.
Announcing our $800M Series C to accelerate the shift to open-source AI
The company has raised $800 million in a Series C funding round aimed at accelerating the transition toward open-source artificial intelligence.
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
This article introduces ScarfBench, a benchmark designed to evaluate the performance of AI agents in migrating enterprise Java applications between different frameworks. The study highlights the complexity of framework migration and proposes a standardized evaluation method to assess agent capabilities in this domain.
crewAI 1.15.2a1 Release Notes
The crewAI 1.15.2a1 release introduces several new features, bug fixes, and documentation updates for the agent orchestration framework.
llama.cpp b9859 release adds OpenCL precompiled kernel support
The llama.cpp b9859 release introduces the ability to load precompiled binary kernels from libraries for OpenCL, specifically targeting Adreno GPUs. This update also provides binaries for macOS, Linux, Windows, Android, and openEuler across CPU, GPU, and various accelerator backends.
xAI Launches No-Code Voice Agent Builder for Grok Voice
xAI has announced the beta release of Voice Agent Builder, a no-code platform designed to configure production-grade voice agents on Grok Voice in under two minutes. This tool allows operators and developers to deploy high-volume voice agents without building the underlying telephony or AI stack from scratch.
llama.cpp b9858 release with HF model path fix
The llama.cpp project has released version b9858, which includes a change to use the Hugging Face primary split as the model path. This update resolves issue #25181 regarding model loading paths.
llama.cpp b9857 release: Flash Attention rework and new binaries
The llama.cpp b9857 release introduces a comprehensive rework of the Hexagon Flash Attention implementation, focusing on optimizations and accuracy improvements. This update includes significant changes to the hex-mm and hex-fa modules, such as folding quant tasks into main matmul threads, fusing with ADD operations, and optimizing mask processing.
llama.cpp b9855 release adds AVX2 nvfp4 optimization and new binaries
The llama.cpp project has released version b9855, which introduces an AVX2 optimization for the nvfp4 dot product using a UE4M3 Look-Up Table (LUT) within the ggml-cpu backend.
llama.cpp b9856 release with CUDA restrict + PDL for FA
The llama.cpp project has released version b9856, introducing consistent use of the `restrict` keyword and PDL for Flash Attention in CUDA. This update is accompanied by pre-built binaries for macOS, Linux, Android, Windows, and openEuler across various hardware backends.
Remove PWA navigate fallback to prevent caching API endpoint requests
The update removes the Progressive Web App (PWA) navigate fallback mechanism. This change is implemented specifically to prevent the unintended caching of API endpoint requests.
llama.cpp b9852 release adds OpenCL q1_0 support
The llama.cpp project has released version b9852, introducing initial OpenCL support for the q1_0 quantization format. This update includes general q1_0 capabilities and specific Adreno GEMM/GEMV implementations for OpenCL devices.
Anthropic Redeploys Fable 5 Following US Export Controls
Anthropic is restoring global access to its Claude Fable 5 and Mythos 5 models after the US government lifted export controls that had suspended availability for all users. Fable 5 will be available globally starting July 1 on the Claude Platform, with usage limits applying through July 7 before switching to credit-based access.
llama.cpp b9851 release fixes CUDA integer truncation and provides binaries
The llama.cpp project has released version b9851, which includes a fix for CUDA to prevent integer truncation and overflow errors in the flash_attn_mask_to_KV_max kernel. This update addresses issues related to KQ mask strides within the specified kernel.
llama.cpp b9850 release: Qwen3 fixes and new binaries
The llama.cpp b9850 release introduces specific model support updates, including registering the t_layer_inp tensor for Qwen3Next, fixing input assignment in the layer processing loop, and addressing DFLASH issues for qwen-coder-next. It also adds a tensor for attention normalization in the Qwen3 model.
MCP Python SDK v2.0.0b1 Released with Full 2026 Spec Support
The Model Context Protocol (MCP) Python SDK has released its first beta version, v2.0.0b1, which introduces full support for the 2026-07-28 MCP specification. This pre-release is opt-in only, ensuring that standard installations continue to resolve to the stable 1.x line.
SkillOpt: Agent skills as trainable parameters
Microsoft Research introduces SkillOpt, a method that treats agent skill files as trainable parameters outside a frozen target model, transforming manual skill editing into a controlled optimization process. This approach improves agent reliability and consistency without updating the underlying model weights.