為何前沿實驗室願意為人類品味支付6000萬美元年營收
designarena的母公司intelligence獲得了由index ventures領投的790萬美元種子輪融資，用於擴展其人類反饋平台，該平台目前從前沿實驗室獲取6000萬美元的年度經常性收入，因為這些實驗室尋求超越容易被操縱的自動化基準的評估數據。
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.