Anthropic simply shipped Claude Sonnet 5. They name it its most agentic Sonnet mannequin but. It plans, drives browsers and terminals, and runs autonomously throughout lengthy duties. Sonnet 5 is the default mannequin for Free and Pro plans as we speak. Max, Team, and Enterprise customers can choose it. It can also be stay in…
OpenClaw simply launched native companion apps for iOS and Android. The iOS app is listed as ‘OpenClaw – AI that does issues.’ Both apps are free to obtain. They are usually not standalone chatbots. Each telephone turns into a node in a self-hosted agent community. The assistant itself runs on a separate Gateway. That separation…
AI scientists have gotten a brand new interface for scientific computing. These brokers learn papers, write code, generate hypotheses, name APIs, and examine information. But science shouldn’t be software program engineering. No check suite turns inexperienced when a speculation is right. Discovery stays iterative, unsure, and grounded in the bodily world. That hole is what…
EverMind has launched EverOS, an open-source reminiscence runtime for AI brokers. It ships underneath an Apache 2.0 license. It targets an issue agent builders hit early: giant language fashions are stateless. The dialog ends, and the context is gone. EverOS proposes a special substrate. Instead of locking reminiscence inside a vector database, it writes reminiscence…
In this tutorial, we work with the Fable 5 Traces dataset from Hugging Face and construct a full workflow round actual coding-agent hint knowledge. We begin by organising a light-weight atmosphere that avoids fragile dependencies similar to datasets, scikit-learn, and scipy. Then we manually obtain and parse the merged JSONL file to maintain the pocket…
Liquid AI shipped LFM2.5-230M, it’s the corporate’s smallest mannequin up to now. The launch targets a selected job: working agentic duties on telephones, robots, and automation units. Both the bottom and instruction-tuned checkpoints are open-weight on Hugging Face. The pitch is slim on function. This just isn’t a basic reasoning mannequin. It is constructed for…
DeepSeeokay launched DSpark, a speculative decoding framework, with open-source checkpoints and coaching code. It is a serving optimization, not a new mannequin. The checkpoints DeepSeek-V4-Pro-DSpark and DeepSeek-V4-Flash-DSpark reuse the present V4 weights, with a draft module connected. The DeepSeeokay analysis group additionally open-sourced DeepSpec, an MIT-licensed codebase for coaching and evaluating speculative decoding drafters. The…
Meta launched Astryx this week. It is an open-source design system, at the moment in Beta. The challenge grew inside Meta’s monorepo over eight years. Astryx is constructed on React and StyleX. StyleX is Meta’s compile-time CSS engine. TL;DR Astryx is Meta’s open-source, agent-ready React design system, now in Beta. It pairs StyleX styling with…
In this tutorial, we discover the Open-SWE-Traces dataset as a sensible useful resource for finding out and making ready agentic software-engineering trajectories for fine-tuning. We stream the dataset straight from Hugging Face, so we will work with a big dataset effectively in Google Colab with out downloading all the pieces regionally. We examine particular person…
A brand new Cursor study experiences that newer coding brokers usually retrieve recognized fixes as a substitute of deriving them, inflating standard benchmark scores. Reward hacking means a mannequin earns the reward with out doing the meant work. Here the reward is a passing take a look at. The meant work is deriving the bug…