Incremental Task Scheduling for Human Labelers and Models with Daily Streaming Constraints

Problem: Streaming Task Assignment Across Daily Rounds Build a scheduler for a data-labeling service that operates one day at a time. On each day, newly available tasks must be mapped to (task, model, human) triples. Participants and Rules The system receives a collection of humans and a collection of models. Within one day: A human may handle no more than one task. A task may appear in at most one assignment for that day. Across the full history: A human is permanently…