对于一些既往的热门赛道，比如GLP-1，最终能脱颖而出的仍将会是少数企业，决定因素是临床效果。尚未上市的产品必须要找到差异化优势：一是给药形式优化，不少人都会在意注射带来的疼痛和不便，所以口服剂型仍有空间；二是疗效，特别是减重效果、心血管获益等；三是给药频率，半衰期更长、给药频次更低的产品更有机会；四是长期安全性，降低不良反应，减少停药反弹等。
人的智能有三个方面：信息的收集、信息的处理产生认知、基于认知的行动。大语言模型目前主要的应用形态是ChatGPT这样的聊天机器人（Chatbot），能力集中在前两个方面。但更加有用的机器智能不只停留在“理解”和“说话”，如果能像一个或一群优秀的人才那样帮我们“做事”，显然能创造更大的价值。这就需要AI智能体（Agent）。
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There are two main types of turntables: belt drive and direct drive. All of the models we tested for this guide are belt drive, which means there’s a thin belt that connects the platter to the motor to make the thing spin. Direct drive turntables are widely used by DJs and Technics was the first to make them. Here, the motor is directly under the platter and connected to it directly so the setup is less prone to wearing out. This is especially key when you’re doing things like scratching. Direct-drive turntables tend to be more expensive than their belt-driven counterparts.
Получивший взятку в размере 180 миллионов экс-мэр российского города обратился к суду14:53