All AI news

AILM Studio introduced Auto Review, which auto-approves shell tool requests using AST parsing, command matching, and a reviewer subagent. In the team's internal use, about 82% of commands were approved before reaching LLM review.

AIMidjourney is starting tests of its first V8.2 edit model, which supports instruction-based editing and generating images from up to 4 reference images. The model also offers brush-based inpainting and outpainting, and works with personalization, moodboards, and srefs.

AIRadixArk introduced LoRA SFT in Miles-diffusion for fast, targeted post-training of diffusion models. The company trained a rank-64 LoRA adapter for MiniMax H3 to improve physical realism, using 254 curated training windows and under 3 hours on 8 GPUs. The adapter can be exported to safetensors and served directly with SGLang without retraining the full model.

AIAnthropic is introducing the Model Hardware Standard (MHS), a new standard for AI agents to safely operate physical equipment in scientific research and advanced manufacturing. MHS began as part of a beneficial deployments project with HHMI Janelia Research Campus and is evolving into a wider industry effort. It is now in research preview with select partners.

AIAugment Code introduces Cosmos Advisor, an expert that can answer product questions, configure agents, and deploy automations from a single conversation. The company says a company-specific agent can be set up in about ten minutes, without a handoff to an implementation team. Advisor draws on the current Cosmos knowledgebase and reusable expert designs, such as incident response, and it works within Object-Level Access Control.

AIWaymo introduced the Ojai, a new vehicle that will run the same Waymo Driver autonomous system. The post gives no further details on specifications, deployment timing, or availability.

AIAnthropic is building the Model Hardware Standard (MHS), a common way for AI models to connect to lab and manufacturing equipment and operate it with safety limits built into each device. MHS started as a collaboration between Anthropic and HHMI Janelia Research Campus and is launching as a research preview with partners across science, robotics, and manufacturing.

Why it matters: The source describes a standard for connecting AI models to lab and manufacturing hardware, which matters for anyone building automated experimentation workflows.

AIGemini Notebook is starting with books as its source type, with plans to soon support third-party subscriptions, business research reports, and textbooks. The post invites users to share which books they discover.

AIGoogle announces Expert Intelligence, a cross-Google initiative that lets users engage with trusted sources, starting with eligible Google Play ebooks in Gemini Notebook. Users can combine expertise from their favorite authors with other sources and interact with their books in new ways.

AIalphaXiv is turning research papers from static artifacts into live research that grows and branches, with agents running their own experiments. Tinker says it makes running these experiments easy for both agents and people. Via alphaXiv's background post, its autoresearch tool lets Claude or Codex agents replicate and experiment on any arXiv paper, with agents launching concurrent RL runs through Tinker for post-training.

AIAnthropic and HHMI Janelia Research Campus developed the Model Hardware Standard (MHS), a standard for AI agents to safely operate physical equipment in scientific research and advanced manufacturing. MHS is now in research preview with select partners, and the video describes how it was developed and how it can accelerate research.

AIReplicate announced that Gemini Omni 1.1 Flash from Google DeepMind is now live on its platform. The update adds scene extension, control of a shot's starting and ending frames, video input references, upscaling to 4K, and 360p fast prototyping.

AIGoogle is rolling out Gemini Omni 1.1 Flash updates in Google Flow, adding start and end frame controls to keep characters and narrative consistent between transitions. Creators can draft at 360p on lower credit cost, then export final clips in 720p, 1080p, or 4K for digital, social, or broadcast workflows.

AIVercel has open-sourced vgpu.sh, a minimal, agent-first WebGPU library for shipping shaders on Vercel. It can run in the browser or headless in Node.js, render in CPU sandboxes and CI tests, and create reusable .wgsl modules.

AIPollen Robotics has unveiled Microduck, a 25 cm open-source biped with 15 actuators and sensors including a camera, speaker, and LiDAR that users can train with reinforcement learning. The robot ships with more than half a dozen pre-trained policies for walking, sitting, roller-skating, and picking up objects with its articulated beak, and costs less than $400.

AINVIDIA's DLSS 4.5 Ray Reconstruction is now available, using a second-generation joint denoiser and super-resolution model. According to the post, it delivers much better image quality at the same compute cost, pushing the trade-off between image quality and rendering cost further.

AICursor Cloud Agents no longer require a connected GitHub or other third-party SCM provider to begin work. Users select "Start from scratch" in the repo picker, and Cursor creates an Origin repo in the background that can be saved as a private or internal repo via "Create repo." Cursor also now port-forwards the cloud agent's live environment to the browser for previews, and a connected Vercel account lets users publish a live URL.

AIReplicate has made Wan 3.0 Prime, the accelerated variant of Alibaba's Wan 3.0, available for text-to-video, image-to-video, and reference-driven workflows. The model generates clips up to 30 seconds long in a single shot with integrated audio-visual generation.

AIReplit has made Intelligent Model Routing available to all users, automatically matching each task with a model based on quality, speed, and cost. In the company's testing, the feature delivered the same output quality at 65% lower cost than the previous version of Max Mode. Enterprise administrators can restrict routing to a company-approved set of models.

AILM Studio announced that Z.ai's GLM-5.3-Flash, previously previewed as Ox Alpha, is available in LM Studio Bionic. The source says the model outperforms GLM-5.2 at 9-10x lower cost, supports image input, and is served from US-based servers with ZDR enabled by default.

AIGrok Bot is now available to all standard Grok and Cursor subscribers, with SuperGrok and Cursor Pro subscribers included. Cursor's Michael Truell says users are delegating tasks ranging from running small e-commerce businesses to testing production software. Weekly usage limits are also being reset for all users.

AIThe post links to a Google blog page about Gemini 3.5 Transcribe, presented as a model developers can start building with. The post itself gives no benchmark scores, pricing, or capability details beyond the link.

AILiveKit announces that developers can build voice agents using Grok Voice models, with full ZDR support. LiveKit's example patient intake agent cascades Grok STT, Grok 4.3, and Grok TTS through LiveKit Inference in a single AgentSession, with no separate API key or billing.

AISGLang announced Day-0 support for Qwen3.8-Flash-Next, a 125B MoE model with 6B active parameters and 51B N-gram embeddings, in collaboration with Alibaba Qwen, NVIDIA, and AMD. The post reports 540 tok/s decode speed at BS=1 on NVIDIA B200 (TP4) with an NVFP4 checkpoint, and says N-gram host offloading saves 23.5 GiB VRAM per GPU and raises KV capacity by 78.5%.

AIZ.ai has published standard API pricing for GLM-5.3-Flash, charging $0.15 per 1M input tokens and $0.50 per 1M output tokens. Cached input tokens are priced at $0.03 per 1M tokens.

AIAnthropic's Claude now shares one memory across chat and Claude Cowork, so information saved once carries over between surfaces. Cowork tasks start from what Claude already knows from your chats, such as project context, preferences, or past clients, and users decide what the memory holds.

AIVercel has introduced run, a hardened QuickJS sandbox for coding agents that exposes only approved host functions. It can pause for human approval before resuming, and it runs anywhere Node.js runs.

AIOpenWorker, an open source agent that completes tasks on a laptop, has released a new version with built-in cybersecurity agents. The agents scan code for vulnerabilities, scan dependencies for supply chain injections, and check cloud security configurations for attack surfaces. Users can run open weight models locally so sensitive code stays on their machine.

AIv0 now lets users connect apps directly to Slack, GitHub, Notion, Salesforce, and other services through Vercel Connect. Vercel describes Connect as generally available, offering short-lived scoped access tokens, token and trigger observability, and RBAC with audit trails for 100+ services.

AIVercel Connect is now generally available, letting apps and agents securely access more than 100 services, including Slack, Linear, and GitHub. It uses short-lived, scoped access tokens, token and trigger observability, and RBAC with audit trails.

AIGoogle Labs has introduced Play with Putty, an experimental collaborative vibe coding tool that lets users build tools and websites together in real time. It is available through a waitlist at labs.google/playwithputty and is limited to users in the US aged 18 and over.

AIMicrosoft Marketplace has made intelligent discovery generally available worldwide, letting customers describe business challenges in natural language and receive contextual recommendations and conversational comparisons. Early preview results show customers were 68% more likely to find solutions that met their needs and take the next step toward purchase.

AIUnsloth now lets users fine-tune Qwen3.8-27B for free with its notebook, with local training running on 24GB VRAM. The company says its method trains the model 1.5x faster while using 50% less VRAM.

AIAntigravity now includes a built-in terminal and version control support, according to Varun Mohan's post. The post says the team is continuing to optimize the experience for developers.

AIxAI has made Grok Voice Think Fast 2.0 available through its API and in the Agent Builder for building voice agents. Developers can build, tune, and deploy voice agents at console.x.ai, with more details in the linked announcement.

AIStarlink is using Grok Voice to handle over 15,000 inbound customer support and sales calls per day. Grok diagnoses hardware issues, ships replacements, and fulfills over 3,000 orders a week across voice calls and chat.

AIReplicate is offering a 30% discount on Alibaba's Wan 3.0 video model, available at The background post says Wan 3.0 generates native single-take videos up to 30 seconds long with synchronized audio.

AIMeta designed MetaRoCE, a clean-sheet RDMA transport for AI workloads on commodity Ethernet, and is releasing its specification, reference software and compliance test suite through the Open Compute Project. On a 64-node AMD GPU cluster running RCCL collectives, the post reports MetaRoCE delivering higher throughput and lower flow completion times than RoCEv2, with about 86% throughput maintained at 1% packet loss.

Why it matters: The post explains how per-path endpoint intelligence replaces lossless fabric assumptions, with measured throughput and loss results against RoCEv2 on a 64-node AMD cluster.

AIMeta's MTIA 300, the first chip in its MTIA family optimized for training ranking and recommendation models, integrates two network chiplets with six 800 Gbps RDMA NICs each, providing 1.2 TB/s of I/O bandwidth without crossing a PCIe bus.

AIMeituan LongCat has made LongCat-2.0 available in opencode Go, according to the post. The post describes LongCat-2.0 as a 1.6T-parameter model with 48B active parameters, a 1M-token context window, and fully open-source release. Meituan LongCat invites users to try the model in opencode and share what they build.