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TwelveLabs' Pegasus 1.6 adds first-person video and image analysis in AI upgrade - RobotHOT

TwelveLabs' Pegasus 1.6 adds first-person video and image analysis in AI upgrade

TwelveLabs said its latest video-understanding model, Pegasus 1.6, can now analyze first-person footage, more accurately identify people and objects, and process still images through the same API used for video, broadening its use for robotics, media and security customers. The model builds on Pegasus’s core function: converting video into structured, searchable text such as summaries, tags and timestamps that applications can use. The company said the biggest addition is support for egocentric video — footage shot from the perspective of a person or machine, including body cameras and robot-mounted cameras. Such data is increasingly used by robotics and embodied-AI teams for labeling and training, a category TwelveLabs previously did not support well. Pegasus 1.6 also improves entity recognition, making it...

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  • ByteDance preparing AI model for real-time spatial video

    China's ByteDance is preparing to launch an artificial intelligence (AI) model capable of generating spatial video in real time, according to people familiar with the matter, entering the world-model field with potential uses in robots and autonomous systems and competing with Meta and Google parent Alphabet. The new model builds on ByteDance's existing cinematic video-generation model Seedance, the sources said. It is designed to let users create interactive virtual worlds for livestreaming, short dramas and games. The vision-based AI approach is viewed as critical to advances in robotics, gaming and self-driving cars. The sources spoke on condition of anonymity because the plans are not public.

  • Amazon to invest over $100 mln in Indiana robotics manufacturing plant

    Amazon.com Inc said it plans to invest more than $100 million to build an advanced robotics manufacturing plant in Greenwood, Indiana, with production expected to begin in 2028. The facility will make warehouse robots and supporting automation equipment for Amazon's North American fulfillment network. The plant will integrate precision component machining, robotic welding, automated powder coating and final assembly, and will rely on AWS cloud and smart manufacturing systems, Amazon said. All completed robots and components produced there will be supplied to Amazon's North American fulfillment centers and robotics operations network.

  • Chinese embodied AI startup Knowin raises several hundred mln yuan in angel+++ round

    Chinese consumer-grade embodied AI company Knowin, stylized as knowin, said it has raised several hundred million yuan in an angel+++ funding round led by a JD.com-linked fund. Loyal Valley Capital, Nanshan Strategic Emerging Investment and Walden International participated, the company said. Knowin has completed five funding rounds since it was founded in August 2025, raising more than 1 billion yuan in total. Its previous 500 million yuan round was announced on Aug. 10, just 49 days before the latest disclosure. Knowin is moving its GLOW generative embodied AI model from a “strong generalization” technical architecture toward a “teach once, learn immediately” capability that ordinary users can directly perceive. The former targets consumer-grade deployment, while the latter seeks to change how robots acquire new skills.

  • iMa.ai raises $150 mln Series C at $1.45 bln valuation

    U.S. embedded Physical AI chip company iMa.ai said it raised $150 million in an oversubscribed Series C, valuing it at $1.45 billion post-money and lifting total equity funding to over $500 million. The round was co-led by Fidelity Management & Research and Amplify, with Alter Venture Partners, Dell Technologies Capital, Maverick Capital, +ND Capital, Point72 and StepStone participating. New investors included AllianceBernstein, Baron Capital, J.P. Morgan and the State of Michigan. Proceeds will scale Palette Neat, which iMa.ai calls the industry's first agentic software environment for Physical AI, and fund next-generation hardware including ML IP, chiplets and SoCs. The company aims to deliver dedicated Physical AI silicon with 1,000 dense TOPS in the first half of 2028.

  • China's embodied AI firm Sudu raises over 1 bln yuan

     Chinese general-purpose embodied AI company Sudu Technology said it has completed a new funding round of more than 1 billion yuan ($140 million). The round was co-led by Shanghai Guotou Xiandao, Guotai Haitong and Futeng Capital, with participation from Daohe Long-term, Dongfeng Asset, China Development Bank Financial, Longmafeng and Liangtu Zhice, alongside existing shareholders including Xiaomi.

    Sudu said the proceeds will mainly fund full-stack technology development and large-scale validation in real industrial scenarios. It plans to accelerate deployment of its embodied AI systems across multiple industries and at benchmark clients' production lines and workstations, testing the transfer, long-term stability and reuse of a single general-purpose intelligence base in real manufacturing environments, as it seeks to move from lab prototypes to industrial-scale productivity.

  • Musk says SpaceXAI to be renamed SpaceXSI

    On X, a user asked Elon Musk whether “SpaceXAI” could be renamed “SpaceXSI.” Musk replied: “Yes, we will make that change.” He also said: “No longer call it AI, call it SI, that’s better.”

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