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ByteDance open-sourced Trae-Agent, an LLM-based AI tool for software engineering tasks via natural language commands. Currently in alpha, it supports CLI and integrates multiple tools/LLM services. Aiming to foster an AI agent ecosystem, the GitHub project invites developer contributions.....

Researchers from Hong Kong and the UK have recently proposed a novel image tokenization method designed to convert images into digital representations (tokens) in a more compact and accurate manner. Unlike traditional methods that distribute information uniformly across all tokens, this method employs a hierarchical structure, capturing visual information layer by layer, thereby improving the quality and efficiency of image reconstruction. Traditional image tokenization techniques typically divide each part of an image equally into multiple tokens, whereas the new method adopts a hierarchical structure. Initial tokens encode rough shapes and structural elements,

Recently, the smart ring market has undergone a new transformation. A patent submitted by Xiaomi to the China National Intellectual Property Administration (CNIPA) showcases an innovative design concept that effectively addresses the issue of ring size. According to a report by 91mobiles, Xiaomi's design employs an 'elastic component' combined with a spring mechanism, allowing the ring to dynamically adjust its size based on the user's finger. This design within the patent enables the smart ring to automatically adapt to different finger sizes, allowing users to wear it on various fingers and even share it with friends.

Meta announced to Axios on Wednesday that due to the unclear regulations in the EU, the company will not release its new multimodal AI models or future versions to customers in EU countries. This decision has sparked a broad discussion on the AI regulatory environment in the EU and reflects the strategic adjustments of American tech giants in the face of global regulatory requirements.Meta's multimodal AI models have the ability to process video, audio, images, and text and were originally plann