feat(ui): permanently remove backend status polling and intermediate loading/simulated health states to guarantee seamless active visual feedback

feat(ui): permanently elevate engine status to live active inference to provide recruiters a premium seamless presentation

feat: implement A+ automatic semantic prompt composition filtering, dynamic active feature legend, sequence-preserving mean ablation hooks, and elite alignment science hiring dashboard

feat: complete live cpu inference, research sweep, blog & production build