Torus raises $500 million for AI data center product - Bloomberg

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• Plurai wants to help AI agents work better using the same approach that helped get self-driving cars to roads

  Founded by former Nexar employees, the startup secured $13 million in seed funding to resolve persistent reliability issues in enterprise artificial intelligence deployments. By applying autonomous driving simulation concepts, the platform maps out corporate systems to stress-test software against complex edge cases. This methodology helps organizations overcome severe real-world failure rates seen in leading foundation models while lowering downstream operational expenses.

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• Adobe’s AI experiments let you walk around in photos and interview your characters

  The previewed prototypes demonstrate how generative technology is shifting toward spatial, interactive, and automated production workflows across creative industries. Revealed during the annual Max conference, these experimental "sneaks" signal potential future upgrades for Creative Cloud applications and the Firefly platform. Creators could soon experience significantly reduced manual labor in multi-subject photo retouching, video sound design, and character development.

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• AI100 report released: embodied AI highlighted as grand challenge

  Conducted every five years by an international expert panel, the latest long-term assessment addresses twelve standing questions tracking technical progress, societal impacts, and ethical concerns. Robotics has integrated multimodal models and simulations, but bridging the divide between constrained demonstrations and unpredictable real-world environments remains a critical obstacle. Researchers continue to debate whether current statistical learning techniques can independently overcome foundational bottlenecks i…

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