rewind(@rewind02):Jev now decides which model actually renders your AI UGC ad... higgsfield wired it in as the router, here's the actual pipeline: - generate 100 AI avatars as candidates - jev + deepseek filter that down to the 20 worth rendering - render product UGC videos for those 20, in parallel - for existing assets, jev filters and selects the best candidates first - deepseek + higgsfield turn the selected assets into finished ad creatives - for a single prompt, jev reads it and picks the right model for cost, speed, and quality before higgsfield's api generates anything the actual shift: model choice stops being your decision and becomes its own step before render even starts

2026.09.23 12:38

Jev now decides which model actually renders your AI UGC ad... higgsfield wired it in as the router, here's the actual pipeline: - generate 100 AI avatars as candidates - jev + deepseek filter that down to the 20 worth rendering - render product UGC videos for those 20, in parallel - for existing assets, jev filters and selects the best candidates first - deepseek + higgsfield turn the selected assets into finished ad creatives - for a single prompt, jev reads it and picks the right model for cost, speed, and quality before higgsfield's api generates anything the actual shift: model choice stops being your decision and becomes its own step before render even starts