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NVIDIA announces DFlash, an open source block diffusion model for speculative decoding that achieves up to 15x higher inference throughput on Blackwell GPUs while maintaining interactivity.
ActiveGraph announces two new papers on agent memory (LongMemEval) and self-improvement regimes, along with reference agents, pack templates, and upcoming meetups in Seattle and San Francisco.
Kent C. Dodds disagrees with Linus Torvalds' claim that AI is not changing programming, referencing Torvalds' comments at the Open Source Summit.
California AB 2047 would require 3D printers sold in the state to include a government-certified detection algorithm, effectively banning them from schools, libraries, and small businesses. The 3D printing industry strongly opposes the bill, arguing the required technology is impossible and would violate the First Amendment.
The author describes building an ambient memory agent that runs locally on a Mac, watching the screen and optionally audio, OCRs/transcribes everything into structured Markdown in an Obsidian vault, with SQLite as the source of truth. They invite feedback on design choices like using SQLite over vector/graph DB, cost, and durability of such systems.
Ultra is a new from-scratch kernel designed to be nearly fully ABI compatible with the Linux kernel userland, aiming for broad compatibility.
OpenMythos introduces a new open-source benchmark for evaluating AI models on mythological knowledge.
Executor, an open-source MCP gateway that connects AI agents to various services, announces its YC S26 batch joining and highlights recent milestones including 2,000 GitHub stars and multiple feature releases.
Dot Loom is an open-source orchestration layer that coordinates multiple AI models into a single inference system, supporting various providers. It acts as a router, drafter, verifier, and finalizer.
Modal announces managed private LLM endpoints available to everyone, with easy deployment via UI or CLI and full code access for customers.
This technical report presents Ling-2.6 and Ring-2.6, a family of trillion-parameter models designed for efficient and instant agentic intelligence, featuring architectural upgrades like hybrid linear attention and specialized training methods including KPop reinforcement learning. All checkpoints are open-sourced.
A collection of 650+ Apache-2.0 licensed biomedical NER and de-identification models that run on-device via MLX, achieving 30-40x faster inference than PyTorch-CPU on an M3 Max with identical outputs.
New GGUF quantizations of Qwen3.6-27B optimized for 16GB VRAM NVIDIA GPUs, including an experimental Trellis variant, with perplexity benchmarks.
Latitude is an open-source AI Agent Monitoring tool that provides issue detection, traces, and evals for LLM-based agents, similar to Sentry for AI.
Latitude has launched an open-source, MIT licensed monitoring platform that turns AI agent conversations into production debugging data, helping teams see sessions, catch failures, and fix issues directly from their editor.
FUTO releases FUTO Swipe, an open family of models and algorithms for fast, accurate swipe typing on mobile devices, with a small footprint and a C++ library for inference.
F3 is a next-generation open-source data file format that uses embedded WebAssembly decoders for interoperability and extensibility, addressing limitations of legacy formats like Parquet. It is currently a research prototype from a paper published in ACM.
After attending the Amazon Summit, the author suggests that traditional enterprises first get a clear understanding of n8n, an open-source workflow automation tool, believing it can support many enterprise consulting businesses.
This post explains how to create an automated feedback loop for AI agents to iteratively improve their skills, using computer use and an observer skill to evaluate and update the skill code.
A WYSIWYG editor for TikZ figures in LaTeX that synchronizes source code and rendered output, allowing drag-and-drop editing. Built using AI coding agents (Codex), it aims to simplify figure creation for academics.