The Right Way
Microsoft's Responsible AI Standard, in plain English. What it actually asks of you on a Tuesday.
The Standard, decoded
Microsoft's Responsible AI Standard is a comprehensive document, and most of your team will never read it cover to cover. That's fine. Here's the working version.
The Standard asks you, for every AI feature, to be able to answer:
| Question | Where it lives in your team |
|---|---|
| What is this system for? | Product spec, one paragraph, plain English. |
| Who could it harm, and how? | Impact Assessment (lightweight is fine to start). |
| How do we know it works? | Eval suite, with regression guardrails. |
| How will users know what it is? | UX copy, disclosures, model cards. |
| What happens when it's wrong? | Fallback path, human handoff, appeal. |
| Who is accountable? | A name. Not a team. A name. |
A Tuesday-sized practice
You don't need a Responsible AI center of excellence to start. You need:
- A one-page impact note at the top of every feature doc.
- An eval harness that runs on every PR that touches the prompt, the model, or the tools.
- A named owner in the README.
Those three artefacts will get you a long way toward what the Standard is asking for, today.