DATA-LABELING-FOR-AI5 MIN READ
Clarify Ownership Before Relabeling
Use role clarity to decide who approves, who updates, and who is informed for a schema change.
Leah L data scientist R Responsible A Accountable I Informed The request 20 sec Schema pressure Leah asks labeling ops to add a new ambiguous-intent class before tomorrow retraining. A quick schema change can break comparability and training if ownership is unclear. 1 label requested today 4 teams affected tomorrow
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