NVIDIA has expanded its Cosmos platform with new training tools, simulation checkpoints, and Cosmos Data Factory blueprints to help developers build world models for physical AI systems. NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models The updates include support for multimodal multisensory inputs in Cosmos Curator and five cloud-native blueprints for tasks such as autonomous vehicle dataset generation and defect image creation. NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models Developers can now adapt models including GR00T, Alpamayo, and QWEN through fine-tuning and reinforcement learning, then optimize with distillation and quantization before deployment via updated Cosmos 3 NIM microservices. NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models These platform enhancements provide structured pathways for taking research concepts through iterative training cycles and into optimized inference environments suitable for real-world physical applications.
At GTC Berlin, European financial institutions demonstrated production use of open-weight models on NVIDIA accelerated computing. Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence Revolut is scaling its PRAGMA foundation model on NVIDIA Blackwell Ultra GPUs using cuDF and Dynamo-Triton software to serve an initial 80 million customers. Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence Starling Bank trained an agentic model on U.K. sovereign cloud infrastructure, while Lloyds Banking Group built the ATUM transaction foundation model on RTX PRO 6000 Blackwell GPUs. Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence bunq runs its Finn agentic assistant on open-weight models at 60 percent of the cost of leading closed models, and Modulr develops specialized payment models based on the Nemotron-3-Ultra-550B open model. Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence The examples underscore how multiple institutions are moving from pilot programs to scaled operations while retaining control over data and infrastructure choices.
Meta reported that its Muse AI app has surpassed 10 million users, with shopping and personal productivity as leading activities. Meta says Muse has over 10M users, with shopping a top activity Approximately 25 percent of users who set up the app engage daily, and more than a quarter of engaged shopping users recorded average purchases exceeding $200. Meta says Muse has over 10M users, with shopping a top activity The company plans to scale the agent while improving compute efficiency by more than 10x within a year and intends to monetize through a share of commerce transactions. Meta says Muse has over 10M users, with shopping a top activity Usage patterns indicate sustained interaction among a meaningful portion of the user base, particularly around transactional and productivity features that drive measurable commercial outcomes.
Elon Musk stated that boards of Tesla and SpaceX have formed special committees of independent directors to evaluate a potential merger that would combine interests in electric vehicles, rockets, artificial intelligence, robotics, and satellite internet. Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger The combined entity could reach a valuation of $3.5 trillion, with existing ties including joint AI chip manufacturing plans at a facility called Terafab. Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger The proposal follows the prior merger of xAI with SpaceX and that combined company’s June initial public offering. Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger Such a transaction would consolidate hardware, software, and connectivity assets under unified oversight.
Blackstone has positioned itself as a major provider of compute financing for AI infrastructure and frontier model development. Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown The firm committed $5 billion to Crux AI, a neocloud commercializing Google TPUs, and co-led a $10 billion credit facility for Australian GPU provider Firmus. Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown It also formed a $1.5 billion joint venture called Ode with Anthropic and Hellman & Friedman to supply forward-deployed engineers for AI adoption across portfolio companies. Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown These financing structures illustrate how large-scale capital is being directed toward both hardware capacity and the human expertise required to integrate advanced models into enterprise workflows.
Data center buildout required to support frontier model training and inference carries environmental implications. Data centers could erase decades of air quality gains In Texas, which leads the U.S. market with 26 gigawatts of existing and under-construction data center capacity, a new report projects that powering planned projects with the anticipated grid mix would more than triple fine particle pollution from the power sector and increase smog-forming NOx emissions by 136 percent within five years. Data centers could erase decades of air quality gains Pairing grid power with onsite renewable generation could reduce NOx emissions by up to 10 times compared with gas turbine alternatives. Data centers could erase decades of air quality gains The findings highlight trade-offs between rapid capacity expansion and air-quality outcomes in regions experiencing concentrated growth.
These developments occur against a backdrop of substantial capital deployment into AI infrastructure. Blackstone noted that the majority of data center debt is ultimately backed by hyperscalers with strong credit profiles, even as credit spreads have widened. Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown European banks and payment firms continue to prioritize open-weight models running on sovereign or controlled infrastructure to maintain data ownership and cost control. Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence NVIDIA’s Cosmos tools aim to accelerate the path from data curation to deployed world models for robotics and autonomous systems. NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models Meta’s Muse deployment provides early usage data on agentic shopping and productivity features at scale. Meta says Muse has over 10M users, with shopping a top activity The proposed Tesla-SpaceX combination would further integrate xAI capabilities with hardware and satellite assets. Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger Together the announcements reflect continued investment and technical iteration across frontier model training, deployment, and supporting infrastructure. The sequence of platform releases, production deployments, user adoption metrics, financing commitments, and infrastructure assessments demonstrates parallel progress on multiple fronts. Each initiative addresses distinct aspects of the AI stack while sharing common themes of scale, efficiency, and integration with existing industrial and financial systems.
Evidence Used
- NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models — NVIDIA Cosmos Opens New Tools to Train, Evaluate and Deploy World Models
- Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence — Leading European Financial Services Organizations Embrace Open Models to Build Proprietary Intelligence
- Meta says Muse has over 10M users, with shopping a top activity Meta says Muse has over 10M users, with shopping a top activity — Meta says Muse has over 10M users, with shopping a top activity
- Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger — Musk eyes $3.5 trillion powerhouse with potential Tesla-SpaceX merger
- Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown — Blackstone’s Jas Khaira says fears over AI-buildout debt are overblown
- Data centers could erase decades of air quality gains Data centers could erase decades of air quality gains — Data centers could erase decades of air quality gains