AI Enablement playbook/Module 6 · Responsible AI

Day 55 / 100 · Responsible AI · Explainability

If you can't explain it, don't decide with it.

Customers, staff and regulators will ask why. POPIA section 71 even gives people a right to information about the logic behind automated decisions.

For the user

Why This Answer

Which sources it used, and what it was and wasn't able to consider.

For the person affected

Why This Outcome

The main factors behind a decision, in plain words, and how to challenge it.

For the auditor

How It Ran

Inputs, model version, instructions and logs, kept for each decision.

Source: popia.co.za ↗

Explainable, or not used.