#Product update

AIMoonshot AI has open-sourced MoonEP, a high-performance communication library for distributed MoE workloads. The library is designed to reduce communication overhead in expert-parallel training and inference at scale. The code is available on GitHub under MoonshotAI/MoonEP.

AIMoonshot AI has open-sourced FlashKDA, a high-performance CUTLASS-based implementation of Kimi Delta Attention kernels. It delivers a 1.72×–2.22× prefill speedup over the flash-linear-attention baseline on H20 and works as a drop-in backend for flash-linear-attention.

AIMckay Wrigley calls Claude Design the most underrated AI product, saying it gives everyone world-class design capability. He says using it with Opus 5 this weekend transformed how he builds.

AIBlack Forest Labs released FLUX 3, a multimodal model trained on images, video, and audio, and mimic built FLUX-mimic on its video backbone to control robots. In a soft-body kitting task, mimic reports a 95% success rate without single-task fine-tuning, compared with 55% for an adapted π0.5 model. FLUX 3 Video is in early access, with action prediction offered to selected partners and an open-weight backbone planned.

AIThe University of Pittsburgh's RAMMP team is integrating Meta's DINOv3 and SAM models into on-device assistive robotics to detect door buttons, cups, and curbs for navigation assistance. The models run on compact, battery-powered hardware, with optimizations such as reduced memory footprint and lower precision, enabling real-time perception without network connectivity. RAMMP's perception system pairs SAM-based auto-labeling with an RF-DETR detector fine-tuned on DINOv2 embeddings, and the team is now testing voice and touch input for object selection.

AIFireworks AI made the open-weight Kimi K3 available for inference and training on its platform, with US-only serverless endpoints and Zero Data Retention. In its own head-to-head with Opus 5, the post reports K3 at 92.7% accuracy and $0.52 per task on SWE (480) against Opus 5's 94.8% and $1.05, with the vendor claiming up to 5x better cost efficiency per task.

Why it matters: The post compares Kimi K3 with Opus 5 on accuracy and cost per task, giving readers concrete figures to judge the open model against closed alternatives for their own workloads.

AIFireworks AI has made Kimi K3 available for Multi-LoRA serving and training in private preview through Fireworks Serverless Training. The post explains how small LoRA adapters can be trained on K3 and served with live merge or multi-LoRA deployment, and it reports two example tasks, Countdown and Frozen Lake, with reward curves.

AICohereLabs has published North-Mini-Code-1.0-eagle, an Eagle draft model for its North-Mini-Code-1.0 target model. The three-layer draft uses dense transformer blocks and sliding window attention, and it is compatible with fp8 and w4a16 target checkpoints in vLLM.

AIAlex Albert, of Anthropic, says Opus 5 now produces near-superhuman spreadsheets and slide decks that match what a consultant would make, just over six months after its predecessor. He also notes that finance professionals are reporting strong reactions to Claude for Excel, and he expects agentic progress seen in coding to extend to other fields in 2026.

AIAnthropic co-founder Mike Krieger said he had Opus 5 build a renderer, savegame parser, and boat, plane, truck, and bus simulator overnight. The project lets him walk around the world of Transport Tycoon, an idea he had wanted since he was six years old.

AISkywork has released a video creation feature that produces videos in different styles. The post gives no further details on supported styles, models, or availability.

AIBerkeley's STAR Lab packaged multiple LLM-based "autoresearch" algorithms into a single API within the GEPA package, letting users mix and match them. The optimizers can be applied to tasks including prompt writing, agent design, and code optimization. The quoted thread adds that GEPA, AutoResearch, and Meta-Harness each win on different tasks, and that the new optimize_anything omni meta-optimizer beats every standalone optimizer at a matched budget.

AICognition has acquired The Interaction Company of California, the maker of Poke, a personal AI agent that texts users proactively and is approved to text natively on Apple Messages. Poke has exchanged more than 100 million messages in the last three months, and Poke users can keep using the product as before. Cognition says its models and infrastructure will make Poke faster and more reliable.

AIAndrew Ng and Rohit Prasad announced OpenWorker, an open-source agent that produces deliverables such as documents, Slack messages, and calendar updates across files and everyday tools. It checks in before consequential actions, runs on Mac with Windows support coming soon, and works with user-supplied API keys for models including GPT 5.6 Sol, Claude Fable, Gemini 3.6, open-weight models, or local Ollama models. Source code is available on GitHub, and the tool requires the user's own API key.

AISkywork (@Skywork_ai) posted a story created with Skywork Video and linked to the product's sign-up page. A quoted post from @ivnways says the tool gives users more control over AI video output than typing a prompt and hoping for a useful result.

AIAdmins can now configure additional auto-mode guidance for Claude Tag, attaching extra rules when the default permission checker classifier blocks actions the agent is expected to take.

AISkywork's X post directs readers to a video creation page at with no further product details given. The post contains only a link and a call to create content, so no features, models, or specifications can be confirmed.

AISkywork Video generated a continuous single-take video with no cuts, according to the post. The post gives no further details on duration, resolution, or access.

AIBen Kalkman, a father of nine, used ChatGPT as a construction consultant to help shape the structural design, source materials, and turn his kids' wild ideas into buildable plans for a family treehouse. The project continues to evolve on no-screen Sundays.

AIGemini 3.6 Flash has launched on Antigravity, according to Varun Mohan. The post also says everyone's weekly quotas were reset.

AIJetBrains Air now connects to ACP-compatible coding agents, including GitHub Copilot CLI, OpenCode, Pi, and Cline, through the Agent Client Protocol. The release also adds Beta Java and Kotlin navigation and diagnostics powered by the IntelliJ IDEA code engine, local model support through Ollama or LM Studio, and Docker-based agent tasks on Windows.

AISkywork has upgraded Skywork Posters, letting users create one poster and adapt it into ready-to-publish assets for any size and social platform in one click. The main post promotes the feature as a way to turn a single poster idea into multiple formats without manual resizing.

AIJetBrains has launched JetBrains Context in early access, a repository intelligence layer that builds a semantic index so coding agents can retrieve relevant code without repeated searching. In tests on 205 SWE-bench tasks, 175 production-monorepo tasks, and 1,953 code-localization tasks, it reduced agent turns by up to 68%, latency by up to 59%, and execution cost by up to 48%. It works with Claude Code, Codex CLI, and Junie CLI at no additional cost for JetBrains AI subscribers, and it does not store source code on JetBrains Context servers.

Why it matters: The source gives benchmark figures for turns, latency, and cost, showing how repository indexing might change agent workflows on large codebases.

AIAnthropic's Noah Zweben announced that users can create Artifacts directly from Claude Tag. Background from @ClaudeDevs says Artifacts now support public sharing and multiplayer editing in Claude Code.

AIA Chinese company has revealed an autonomous robot toilet that drives itself to users when summoned by voice command or remote control. The post provides no further technical details, pricing, or availability.

AIAMD and Microsoft Azure are expanding their partnership to deploy AMD Helios with MI455X GPUs, Venice CPUs, and Pensando networking. According to AMD's linked background, Microsoft will use Helios to power frontier model AI inference for itself, its AI customers, and Azure AI services.

AISkywork promotes a tool that converts a single poster into content for every social media format. The post provides a link to skywork.ai and includes no further technical details, figures, or pricing.

AISkywork has upgraded its Posters tool, letting users create posters that fit all social platforms in one click. The post provides no further details on features, pricing, or availability.

AICat Wu says she uses Claude Cowork to manage her calendar and shares her prompt. The prompt caps meetings at under 20 hours per week, excludes dinners from that cap, dedupes conflicting meetings, and learns from past declines via a refined skill, asking before updating invites.

AIKimi has temporarily paused new subscriptions after Kimi K3 demand pushed its GPU capacity close to limits over the past 48 hours. Existing subscribers are unaffected, and compute is being prioritized for current members while new subscription spots reopen in batches. The company also plans to split membership into Kimi Membership for Kimi Web, App, and Work, and Kimi Code Membership for coding workflows.

AIMatei Zaharia says he struggled for a long time to explain Omnigent AI well, but asking the product itself today produced an ideal description. The post is a brief endorsement of Omnigent's self-description, with no further product details given.

AISekhar and Katie Brandt built Foreguard, a free tool built with ChatGPT and Codex, to help families claim public benefits they are entitled to and plan private insurance coverage. The tool shows that modest budgets of $100 a month can create millions of dollars of day-one financial protection. The goal is to help families prepare earlier, before care decisions become urgent.

AISkywork announced its Skywork Video tool as the way to start your next video, linking to its video page. The post gives no details on features, models, pricing, or capabilities.

AISkywork announced an upgrade to Skywork Video that adds an infinite canvas for mapping ideas, a storyboard for organizing scenes, and a video editor for refining the final video. The company says these tools keep planning, sequencing, and editing in one workflow.

AIAnthropic is asking non-engineering staff in roles like marketing, sales, finance, and legal to sign up for a 30-minute screen share about how they use Cowork. The team says the feedback will help them improve Cowork for those workflows.

AIA mushroom grow kit led Hunter to start Mountain Mushrooms, and he now uses ChatGPT to help run the business and build custom machines that automate its work. The post provides no further figures or details on the machines or business results.

AIRun upgraded Gemma 4 with llama.cpp (QAT + MTP)

AIGoogle Labs announced that NotebookLM, which began as the Project Tailwind experiment, is now called Gemini Notebook. The app remains the same and keeps its mission of helping users learn faster, with the name change reflecting its role in Google's AI portfolio. Notebooks are already accessible in the Gemini app and are coming to Google Search, with folders promised as a future feature.

AISable has created "Aidan," an AI employee that leads customer calls using vision, voice, video and real-time browser interaction. Frontier companies including Notion and Decagon are already using Sable to explain their products, and more than 150 companies are on its waitlist. Sequoia Capital led Sable's seed round and co-led its Series A.

AIModal has trained a DFlash speculator that runs much faster than MTP, according to Soumith Chintala. The speculator is backed by Inkling by Thinking Machines, which Modal says delivers 67% higher throughput and interactivity on Modal Auto Endpoints with SGLang.