Home / Applied AI / 04. AI Product Evals / 01. Dataset Golden Set Operations Dataset Golden Set Operations¶ The chapters in this module, in reading order. # Chapter 00 Dataset golden-set operations — First-principles overview 01 What a golden set is for 02 Sourcing cases 03 Labelling discipline 04 Coverage and stratification 05 Refresh and drift 06 Versioning the set 07 Judging mechanism fit 08 Cost and throughput 09 Privacy in the golden set 10 Cross-team ownership 11 Eval-set incident response 12 Architect checklist 13 Honest admission