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۷۵ مقاله
Google researchers open sourced EnvHarness, a framework that dynamically adapts agent training environments to an agent's weaknesses without modifying the agent, environment, or evaluation system. According to the researchers, this approach can improve both learning effectiveness and efficiency while helping agents…
AWS has introduced two open source projects for AI agent development: Strands Decider 2B, a small model designed to make decisions within agent workflows, and Strands Box, a sandbox for controlling agent execution. Both projects address different aspects of building agents that use tools, execute code, and interact…
Today, Meta is releasing the weights for Muse Spark Open, the most capable US open weights model to date. It’s available today on Hugging Face under the Muse Model License. Muse... The post Muse Spark 1.2 Is Now Open Weights appeared first on PyTorch .
Google Summer of Code 2026 has wrapped up! This was the Kotlin Foundation’s fourth year participating in GSoC, bringing new contributors into the Kotlin open source ecosystem through hands on projects and mentorship. This year, two projects successfully reached completion, tackling two areas of the ecosystem:…
Introducing Void: an open source SDK, CLI, and self hosted platform for building full stack Vite apps and deploying them to Cloudflare.
Brendan O'Leary discusses how real world AI adoption depends on building trust rather than chasing model benchmarks. Drawing from 40 trillion tokens of usage data, he explains the four rungs of the AI adoption ladder and analyzes key failure points in context construction, multi model routing, and feedback loops to…
by Olek Gorajek , Samuel Redai , Yian Shang Intro Our Netflix journey from data to dashboards, particularly within the space of the experimentation platform, always presented a unique set of challenges. This blog post aims to illuminate these hurdles and explain how an innovative open source metric platform became…
Node.js® is a free, open source, cross platform JavaScript runtime environment that lets developers create servers, web apps, command line tools and scripts.
At Open House NYC, we showed how ClickHouse Managed Postgres and ClickHouse work as one stack, with a live WalShadow demo replicating Postgres into ClickHouse in under a second, plus the same week Google Cloud and chdb extension launches.
TL;DR The PyTorch based software stack for IBM’s Spyre accelerator recently moved its torch.compile backend from sendnn, a separate compilation stack built entirely from scratch, to backend=inductor, an open source backend built... The post Extending Inductor for the IBM Spyre Accelerator appeared first on PyTorch .
We are expanding the Clef decision model family with Clef omni, natively processing audio, video, images, and text in a single pipeline. We’ve also lowered Clef flash pricing and boosted Clef inference speeds by up to 2.0x.
The Deno team is joining Cloudflare to radically simplify self hosting Workers and Durable Objects, so developers can use the same primitives in more places.
Trained with reinforcement learning in real environments, Mellum2.1 is built for coding agents and fast sub agents that run on your own hardware. Today, we& 8217;re releasing Mellum2.1, the next version of the 12B mixture of experts model we open sourced in June. The architecture hasn& 8217;t changed since version 2:…
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
TL;DR The Accelerator Integration Working Group plays a vital role in standardizing how new hardware architectures connect to the open source AI ecosystem. As compute platforms diversify across cloud, edge,... The post PyTorch Hardware Enablement: Updates from the Accelerator Integration Working Group appeared first…
We celebrated our 16th birthday with 46 announcements across open source, post quantum security, AI agents, and developer platform upgrades. Here’s a day by day roundup of everything we shipped.
The app your agent built in minutes stays on the same Postgres from prototype to petabyte.
Docker is bringing the open source Sandbox Kit Spec to the CNCF, so AI agent permissions become a neutral, vendor independent standard built on OCI.
In 2022, we launched a private bug bounty program through HackerOne. Over the last several years, we've worked with HackerOne's VIP program to refine our process, targets, and scope, onboarding thousands of their best researchers and hardening security across our platform. We've translated those learnings into…
In August 2026, Hacktron reported what looked like a remote code execution (RCE) vulnerability in Next.js image optimization. Their investigation found that the vulnerable code was not in Next.js itself, but upstream in libheif, an AVIF image decoder used by Next.js, ImageMagick , WordPress , sharp , and much of the…
