OpenClaw is bringing its three-day Claw Hack hackathon and ClawCon conference to Shenzhen on December 4–6, 2026, following its Shanghai event. Claw Hack spans software and hardware tracks, with M5Stack, Seeed Studio's reBot Arm B601 and Pamir hardware, and applications close November 25. ClawCon runs December 6 with talks on open-source AI, open-weight models and running agents locally and in the cloud.
The TimeNet Challenge is an online hackathon that asks teams of 2–4 to onboard a time-series dataset in TimeNet format and train or fine-tune a Temporal AI Model such as OpenTSLM for tasks like forecasting, classification, anomaly detection or reasoning. Round 1 launched November 11 and closes November 22 at 11:59 p.m. PST, with more rounds to come. Nebius offers $100 or $500 vouchers per team per round, and winning teams receive prize credits starting at $25,000 from AWS and Google Cloud.
ArtCraft founder and CEO Brandon Thomas presented at the AI Engineer Code Summit in San Francisco a manifesto for AI-based open source, saying the company has released 17 open source versions of popular software tools, including a Photoshop alternative called PhotoCraft built in Rust and a PDF tool called PdfCraft.
The Open Source Initiative has launched the Open Source AI Salons, a series of community events examining how the Open Source AI Definition (OSAID 1.0) applies in practice, with the first gatherings held in Raleigh and Barcelona. Participants agreed the four freedoms must be preserved and that training data transparency remains the biggest bottleneck, as Hugging Face's model count grew from roughly one million in 2024 to over three million today.
Nvidia CEO Jensen Huang resigned Thursday after admitting to an affair with an alleged Chinese spy, leaving open whether Nvidia will keep backing open-weight AI. Huang had pushed the Nemotron open-weight model family, backed startups like Reflection AI and Thinking Machines Lab, and organized an open letter signed by 25 companies urging Washington not to over-restrict open models. Nvidia has named CFO Colette Kress as interim CEO and has yet to finalize its $13 billion deal to acquire Hugging Face.
Same event; the pick carries“NVIDIA Announces CEO Transition as Jensen Huang Resigns, Colette Kress Named Interim CEO”
Hugging Face CEO Clément Delangue said he will keep fighting for open-source AI "harder than ever" after Nvidia CEO Jensen Huang's departure, calling it a "really sad day." Nvidia announced in September a $12.9 billion plan to acquire Hugging Face, a deal the U.S. Department of Justice has been inquiring about over competition concerns and which is still scheduled to close in the first half of 2027. Huang had been a prominent advocate for open-weight models, including a July policy letter signed by 25 companies urging the U.S. government not to over-restrict them.
Modal is one of three companies, alongside Ant Group and Tines, joining gVisor's maintainers as Google donates the project and its trademarks to CNCF under a maintainer-led governance model. Modal says it launches upwards of 40 million gVisor containers a day and has contributed upstream since 2023, including nvproxy GPU support, an RDMA device proxy called rdmaproxy, and tmpfs and memory-allocator optimizations. The company says it is working on multi-GPU memory snapshots and GPUDirect Storage support for gVisor.
NVIDIA is contributing OpenShell, its open source runtime for securing and governing autonomous agents, to the Cloud Native Computing Foundation as a Sandbox project, and is also contributing to Google-led Agent Substrate. NVIDIA announced three new DSX AI Factory Platform components: NVIDIA Kubernetes Engine and NVIDIA Kubernetes Recipes, now in public preview, and NVIDIA Snapshot, which restores checkpointed replicas in seconds without model reload or warmup. Crusoe tested GLM-5.3 on Crusoe Cloud and cut workload ready time from roughly eight minutes to 31 seconds, while Saturn Cloud reduced vLLM startup from between two and 8.5 minutes to six and 34 seconds.
Why it matters: NVIDIA contributes its agent security runtime OpenShell to CNCF and adds Kubernetes tooling for GPU AI factories, with early Snapshot results cutting inference startup from minutes to seconds.
Apple began developer testing of Qwen inside Apple Intelligence in China this week, ahead of a planned December rollout with iOS 27.3, bringing Qwen into Siri, Writing Tools and Visual Intelligence on an opt-in basis. Tencent's November 4 Hy4 release adds visual reasoning and computer use, while Baidu, Moonshot, Ant and Meituan also published or launched new models.
Newcomer and Felicis released Emergent, a list of 29 seed-stage or earlier startups nominated by current and former founder speakers from the Cerebral Valley AI Summits as having generational potential. Each company is capped at a seed round and paired with a blurb from its nominator. The largest cluster builds tools to run and control agents, with hardware, open source, and AI-native services also prominent.
Ai2 has launched a climate modeling initiative backed by three-year funding from Google.org and technical support from Google Research to develop NeuralGCM+, an open-source model for faster, more reliable climate projections. The project extends Google Research's NeuralGCM, which combines physical equations for large-scale dynamics with AI for smaller-scale processes like cloud formation and rainfall, to simulate atmosphere and ocean together. Ai2 aims to cut regional temperature and rainfall errors over the past 50 years and release models and frameworks with documented workflows for outside researchers.
Ai2's Olmo 3 received Nextcloud's highest Ethical AI rating, green, which requires open-source training and inference software, a self-hostable trained model, and publicly available training data. Nextcloud bundles Olmo 3 with its llm2 local LLM backend, and the 7B variant was chosen so users without 16 or 32 GB of VRAM still get a good out-of-the-box local experience.
Sakana AI held its "From World Models to Real-World AI" symposium in Tokyo on October 26, 2026, where Chief Scientific Advisor Jürgen Schmidhuber gave a keynote and Sakana AI announced it will develop its own pretrained language model series, Sakana Sawara (tentative name). The first small model, Sawara Small (tentative name), is planned for release in spring 2027 if development proceeds smoothly. More than 400 attendees joined the event, which also featured a conversation between Schmidhuber and CEO David Ha.
Meta is partnering with five US universities — Caltech, Ohio State's College of Medicine, Louisiana State University, Indiana University and UTHealth Houston — and granting $2 million to support research using its models in medicine, physics, chemistry, biology, computer science and mathematics. Projects include a computer vision system built on Meta's open-weight SAM models to detect tracheostomy tube displacement in infants, multimodal AI to help conversational agents adapt to people with dementia, and open-weight models predicting heart failure risk from routine CT scans and medical records.
Modal's forward deployed engineering team worked with Sakana AI to run Sakana Namazu, a ~1T-parameter MoE model tuned for Japanese business context, on Modal for its public API launch. The team applied selective NVFP4 quantization to routed experts only, keeping attention, the router and shared experts in BF16, and calibrated on Japanese-heavy conversations so all 23,040 experts saw representative traffic. A custom DFlash draft model trained on more than 30 billion raw token IDs raised speculative token acceptance by 25% and cut per-token decode latency by about 35%, while a second drafter trained on roughly 1M real requests lifted average acceptance length from 3.51 to 5.01 and cut p99 latency from 68s to 52s.
SemiAnalysis examines the Huawei-DeepSeek partnership, benchmarking an Ascend 950PR (28 cube cores, 128 GiB HBM) and reviewing DeepSeek's September 30 release of Ascend support for TileLang, DeepGEMM, DeepEP, TileKernels, FlashMLA and DeepSelect. The 950PR reaches 1.6384 TB/s peak HBM bandwidth and beats H100 bandwidth utilization at small message sizes, while its median achieved/attainable compute fraction is 41.5% versus H100's 46.8%; only TileLang is usable so far because the required CANN 9.2.0 was unreleased at writing. The authors argue the software stack is near the frontier even as Huawei hardware trails, and note that most optimizations target supernodes, with vLLM-Ascend still failing out of the box on x86 hosts.
Anthropic is donating Agent Skills, the open standard for giving AI agents specialized knowledge and workflows, to the Agentic AI Foundation (AAIF) under the Linux Foundation. More than 70 agent platforms including ChatGPT, Cursor, GitHub Copilot and VS Code have integrated the standard since it was published in December 2025, with 1 million skills published and nearly 280 million installed. The donation covers the Agent Skills name and logo, the GitHub organization and the agentskills.io domain, with engineers from Anthropic, Google, OpenAI and other companies maintaining it as individuals under Lead Maintainers David Soria Parra and Mahesh Murag.
Why it matters: Anthropic hands its Agent Skills standard to the Linux Foundation's AAIF, the same neutral home as MCP, giving the community a formal say over the spec's roadmap.
China's Ministry of Commerce and Ministry of Science and Technology released a draft addition to the export-control catalogue on October 16 that, for the first time, covers advanced large AI models, AI agents and large computing clusters, with 14 technologies prohibited and 26 restricted.
Mistral and NVIDIA are collaborating to build AI-native engineering workflows that pair Mistral Large 4 with NVIDIA CUDA-X libraries and Warp, aiming to speed simulation and enable closed-loop design. The partnership will also produce public benchmarks and open datasets for physics models and agentic AI in CAE and EDA, plus integration with NVIDIA Omniverse for 3D scene generation and SimReady assets. Mistral Large 4, known as Le Chonk, has roughly 1 trillion total parameters and 49 billion active parameters and was trained on 3,800 NVIDIA Grace Blackwell GPUs.
OpenClaw launched Focus Weeks, a program that each week targets one area of its roadmap with a Maintainer on point and invites the community to contribute code, bug reports, testing, documentation and accessibility feedback. The first Focus Week runs October 19–25, 2026 on the Control UI, with Vyctor Brzezowski as Maintainer. A select group of rotating Clawtributors also gets temporary guest access to a shared OpenClaw Team environment to test its multiplayer collaboration features.
China's commerce and science ministries proposed adding AI models, agents, chip designs and computing clusters to the technology export-control catalogue, with API, app and SaaS access excluded from the draft rules. DeepSeek reportedly plans to lead a seed round in robotics-AI startup Winverse AI, while Infinigence AI closed a RMB2.3 billion Series C. DeepSeek also released V4.1-Flash-1017 with MIT-licensed weights and a 1M-token context window.
Mistral has opened a new hub in Munich housing research teams focused on Physics AI and Industrial AI, alongside engineers serving enterprise partners. The company says it will build one gigawatt of European compute capacity by 2030, and is working with BMW on crash simulations and Siemens Energy on industrial AI applications.
Import AI 474 covers Michael Levin's paper arguing minds are non-physical patterns that "ingress" into bodies, with xenobots and anthrobots as evidence. The issue also discusses TPUs in space and Zhipu starting an outer RSI loop.
Microsoft introduced Autopilot, a persistent personal agent built on OpenClaw, as part of its new Copilot experience, with a private preview expanding to first customers at the end of this month. Autopilot is the new name for Microsoft Scout, announced earlier this year, and Omar Shahine's team says it is working with OpenClaw and the OpenClaw Foundation on an enterprise-grade runtime. OpenClaw highlights upstream contributions from Microsoft engineers, including policy conformance checks, a native Windows companion, and reliability fixes for background jobs, restarts and duplicate replies.
Why it matters: Microsoft's Autopilot is built on OpenClaw, and the upstream contributions listed here show how a shared agent runtime improves across platforms.
Mistral announced a partnership with Mozilla under which its models now power Firefox Smart Window (beta), Mozilla's AI browsing assistant, for users in France and North America, with the UK and Germany expected later this year. Mistral says Smart Window conversations are not saved on Mozilla's servers by default and that partners agree to zero data retention, and it frames the deal as bringing open-weight, regionally fine-tuned models to consumer browsing.
Jamsocket, the backend platform behind the open-source orchestrator Plane, Y-Sweet and ForeverVM, is joining Modal, with co-founders Paul Butler and Taylor Baldwin joining the Modal team. Jamsocket products will keep operating normally while core functionality is migrated to Modal, which the founders say lets AI-centric customers deploy GPU inference, code sandboxes and real-time backends from one platform.
Modal signed a Strategic Collaboration Agreement with AWS to help businesses develop and deploy AI products faster on its serverless platform for GPU-accelerated workloads, which can spin up GPU-enabled containers in as little as one second. As part of the deal, Modal will list on AWS Marketplace and invest in integrations such as AWS PrivateLink to serve customers with specific security and privacy requirements.