ResearchBenchmarksCalendar on Production Calendar (test)Calendar on Production Calendar (test)Follow79.4F1 ScoreHUMAN75.13676.24377.3578.457Jun 29, 2026Evaluation resultsMethodMethodLinksF1 ScoreDeployment ChangeHUMANDescription type=Human...Description type=Human-written2026.0679.4—NEWPipeline=automated des...Pipeline=automated description optimization pipeline, Optimization=trainmax, standard2026.0677.92.7INITDescription type=Initi...Description type=Initial LLM description (iter-0)2026.0677.6—OLDDescription type=Pre-e...Description type=Pre-existing system baseline2026.0675.3—