MIT的调查显示，95%的企业目前没有从AI投资中获得真正有意义的回报。两年的试验期，大量的预算投进去，大多数人还在等那个"啊哈时刻"。TechCrunch采访的VC说得直接：试验期快结束了，接下来是清算期。预算集中，供应商减少，没有在核心场景交付真实ROI的产品，会被快速清出去。
黎智英欺詐案上訴得直：定罪及刑罰被撤銷，出獄時間提前
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Like other prediction markets, Kalshi lets users make trades based on a variety of different subjects and events. For example, you could participate in a market focused on the results of a basketball game, or something more unusual, like who'll win the current season of Survivor. Despite resembling gambling, online predictive markets aren't currently regulated by state gambling laws, and instead classify bets as a type of futures contract, placing them under the purview of the CFTC. That hasn't stopped states from trying to regulate prediction markets anyway. For example, Nevada sued Kalshi for operating a sports gambling market without a permit earlier in February.
第三，是高竞争壁垒。在纯模型能力趋于同质化的当下，硬件构成了最直观的差异化壁垒。优秀的工业设计、紧密的软硬结合能力、独特的传感器阵列、乃至与时尚品牌的联名，这些要素共同构成了一个可被专利保护、难以被代码简单复制的物理实体。