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Danfoss Doubles Down on AI Data Center Cooling
Danfoss expects its data-center business to at least double its share of company sales this year. The shift is driven by AI-related spending and the growing need to cool increasingly powerful chips.
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A New Complexity Scorecard for Game World Models
The paper proposes Transition Complexity Profile (TCP), a reproducible framework for measuring how difficult game-world transition prediction is at a specified interface. It evaluates branching, interaction-driven uncertainty, opponent influence, and temporal or spatial dependencies to improve comparisons across game-modeling and reinforcement-learning benchmarks.
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Non-Auto Robotics Orders Reach 55% in North America
The Association for Advancing Automation says non-automotive industries accounted for 54.8% of North American robot orders in the first half of 2026. The shift is being driven by applications in semiconductors, life sciences, pharmaceuticals, food, and consumer products, while AI, collaborative robots, and mobile robots expand the market.
Calbee Uses C-BOSS to Optimize Potato Supply Chains
Calbee developed C-BOSS, an AI-powered company-wide optimization simulator, to improve decision-making across its potato supply chain. The initiative aims to move the organization from reactive decisions toward proactive, data-driven planning despite limits on potato yields.
Hays Targets Roles AI Can’t Easily Replace
Hays Plc plans to focus its recruitment business on roles that are harder for artificial intelligence to replace. The shift reflects broader efforts by recruitment firms to adapt to AI-driven changes in the labor market.
OpenAI Enterprise Data Puts Young Workers Ahead
OpenAI has disclosed enterprise usage data showing that younger employees are the most active AI users in the workplace. The finding suggests that day-to-day AI adoption is being driven more by junior staff than by executives.
Superloop Shifts AI Savings Toward Security
Superloop is redirecting the value generated by AI-driven call-centre efficiencies toward security and compliance improvements. The shift comes as labour-cost savings from call-centre automation begin to level off.
Prefabricated AI Compute Deploys in 24 Hours
China’s prefabricated computing infrastructure reportedly achieves over 90% factory prefabrication and can enter operation within 24 hours. The approach is said to improve delivery efficiency by 70%.
Baidu App Makes Office Agent Free
Baidu has upgraded its app with interactive, GUI-based search components and an improved ERNIE Teacher. ERNIE Assistant task engine 2.0 now handles end-to-end office workflows, from information gathering to final delivery, at no cost.
Gemma Surpasses One Billion Downloads
Google announced that its open model family, Gemma, has surpassed one billion cumulative downloads. More than 100,000 derivative models have been created, and Google launched the official Awesome Gemma directory on GitHub.