Fortunately we control the types that appear in these structs.
When AI researchers try to model uncertainty, they often use hacks like the Reparameterization Trick (from VAEs) or Monte Carlo Dropout [6] just to make the math run on a GPU. But this forces the network into a “Gaussian straitjacket,” limiting its ability to hold complex, discrete, multi-peaked hypotheses (like knowing a blurry shape could be a dog or a cat, but definitely not a smooth mathematical average of both).
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2025年,中国新能源汽车产销量均突破1600万辆,市场竞争也进入以“技术代差、成本效率、全球化能力”为关键因素的阶段。2025年造车新势力销量居首位的零跑汽车,自2015年12月创立以来,便锚定“全域自研”与“科技普惠”的发展方向。历经10年发展,零跑汽车坚持“工程师文化”与长期主义,实现了关键核心技术自主掌控,并以“好而不贵”的产品理念服务市场。截至2025年底,零跑汽车累计赢得超120万用户信赖,全年销量近60万辆,走出了一条技术创新驱动高质量发展之路。
The system is built to meet Care Quality Commission standards, it adds.