AI Operations for Non-Technical Leaders
Lesson 4 of 6
0%Lesson 4
20 min
Model Updates and the 'It Used to Work' Problem
Quick Summary
AI behavior can change when models, prompts, tools, source data, or safety systems change. Version records, regression tests, staged rollout, and rollback turn unexpected change into managed release work.
What you will learn
- Identify model, prompt, retrieval, tool, and data sources of behavior change
- Create a versioned regression process for AI service updates
- Plan staged rollout, monitoring, rollback, and stakeholder communication
Advanced Content
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