Always save annotations in standard LeRobot Parquet datasets

Simplify annotation setup and add compact expandable job rows

Brand Annotation Studio and copy only successfully annotated episodes

Simplify annotation setup into four steps and add public output visibility

Add ten vision-tested model choices with provider-specific pricing and generation settings

Use Qwen3.8-27B on Novita with verified parallel vision inference

Report measured usage costs and link completed runs to the annotation viewer

Discover dataset camera views before estimating annotation jobs

Add per-annotation prompt editors and illustrated annotation timelines

Build annotation studio with tuned Qwen3.8, estimates and user-owned Jobs

Build annotation studio with tuned Qwen3.8, estimates and user-owned Jobs