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NVIDIA introduces Cosmos 3 Edge, a compact world model designed for on-device robot control. The 4B omni-model includes a 2B NVIDIA Nemotron-based reasoner to support adaptive policies across sensors, environments, and tasks.
This systematic review examines Agentic AI’s historical evolution, architectures, working principles, real-world applications, adoption factors, and current challenges. It also identifies research gaps and proposes future directions, including a stakeholder adoption framework based on system-quality dimensions.
A study found that LLM recommendations could persuade evaluators to reject promising innovations or approve weak ones. Providing narrative explanations made participants more likely to follow incorrect AI decisions, while unexplained recommendations led to better independent judgment.
51World has unveiled a suite of data-collection devices and platforms designed to generate training data for embodied AI systems. The Beijing-based company argues that higher-quality physical-world data is essential for improving intelligent humanoid robots.
超維動力 KAI reportedly demonstrated the world’s first autonomous complete table-tennis match by a humanoid robot at the 2026 World Robot Conference. The appearance highlights KAI’s full-stack embodied-intelligence capabilities.
Google’s Pixel 11 Pro XL offers incremental hardware upgrades, but its deeper Gemini integration is the main improvement for productivity users. The new Rambler feature converts natural, imperfect speech into cleaner written text, while Tensor G6 improves responsiveness and on-device AI performance.
At the World Robot Conference, Chinese humanoid robots drew attention with demonstrations including table tennis and drumming. However, industry leaders and policymakers are shifting focus from impressive showcases toward commercialization, production scale, and practical deployment.
The second World Humanoid Robot Games will open on August 22 with 666 teams and 2,056 robots, marking sharp year-over-year participation growth. Industry leaders say robot configurations and core components are converging, but practical use cases, industrial-grade hardware, and large-scale training data remain unresolved.
A wildfire in Germany’s Hürtgen Forest, intensified by unexploded World War II munitions, forced nearly 2,000 residents to evacuate. The report suggests unmanned tanks could help firefighters operate more safely in areas threatened by detonations.
Apple is introducing a simpler EU App Store fee structure to further comply with the Digital Markets Act. The changes include a universal 5% Core Technology fee for apps distributed outside the App Store, revised commissions, broader alternative marketplace eligibility, and additional child-safety requirements.