Absolutely, I think we should put strict guidelines in place. It’s the only way to keep our code fair and our users trusting the system. If we set clear rules for testing bias, documenting assumptions, and auditing outcomes, we’ll catch problems early and avoid costly fixes later. Let’s draft a checklist that every team member follows before anything hits production.

Sounds great, I’ll start drafting the checklist right away. Adding a short, interactive training module is a smart move—it’ll make the concepts stick. And setting a quarterly audit slot will keep us on track. Once I have a first draft, let me know if anything feels unclear.