How do you manage labeling workflows and reduce label noise?

Label quality often matters more than model choice. Practices: - Clear labeling guidelines - Inter-annotator agreement checks - Active learning to focus effort - Audits and gold sets Track label drift over time and revisit definitions when product requirements change.