Cross-Model Validation on Real Work
Take one piece of AI-generated output from the past two weeks that you actually used, or plan to use, in a real decision or deliverable. Something where being wrong would matter.
- Run the same underlying question or task through a second platform. If you generated the original in Claude, use Perplexity for anything requiring current information, or ChatGPT for a second structural take.
- Note where the outputs agree. Note where they diverge. Note where one platform added something the other missed entirely.
- Decide whether the divergence changed your confidence in the original output, and in what direction.
What you validated, what surprised you about the comparison, and whether the exercise changed your assessment of the original output.
Name One Problem Worth Solving Together
Modules 7 and 8 are collaborative builds. Your cohort will select a shared challenge, design an AI-assisted approach, and present at the combined capstone in late April.
You are not selecting the problem today. You are thinking about it so the Module 6 selection conversation has somewhere to go.
- Identify one problem in your industry, organization, or function that you think is worth a group's attention. Not a safe, generic problem. Something that would actually be useful to work on.
- Consider whether it can be addressed in two sessions without requiring you to share proprietary data in a group setting. The capstone is cross-cohort. Abstract the problem so it can be discussed openly.
- Write two or three sentences describing the problem in terms anyone in the group could understand, not just someone with your specific context.
Your two-to-three sentence problem statement. You will have a chance to pitch it and hear what others bring. The group decides together.
Multi-Model Workflows
Module 6 moves from understanding the landscape to building within it. Before the session, spend 15 minutes with the Multi-Agent Patterns reference. Pay particular attention to the Creator-Critic pattern and the Relay Race framework. Those are the two we will practice live.