为何前沿实验室愿意为人类品味支付6000万美元年营收
designarena的母公司intelligence获得了由index ventures领投的790万美元种子轮融资，用于扩展其人类反馈平台，该平台目前从前沿实验室获取6000万美元的年度经常性收入，因为这些实验室寻求超越容易被操纵的自动化基准的评估数据。
intelligence, the startup behind the designarena evaluation platform, raised a $7.9m seed round led by index ventures with participation from conviction, a*, and valkyrie. the platform operates a router service for visual content, prompting users to rank outputs from best to worst, which provides frontier labs with human preference data that is difficult to game compared to automated benchmarks. intelligence generates $60m in arr by selling this data to labs, validating a market where competitors like yupp failed but lm arena raised $150m. the funding signals a shift toward expensive human data pipelines as labs struggle to evaluate quality beyond standard metrics.