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For organizations

For organizations

Did your product appear in an example? Here’s the standard we used.

Open standard · v0.1

The Fair AI Standard

Sixteen open criteria, one for each pattern. Use them before you launch.

Read the standard

Free to use

What your team can use

Everything here is open. Use it to review an AI product before launch, or after one of your features appears in an example.

The 16 patterns

Plain names and log IDs to test your replies against

Fair AI design guidelines

Six principles, each linked to the patterns it prevents

Published examples

Real cases with the product, the company and the source

Every example as a file your team can download and filter

AI policy tracker

Laws and guidance in Saudi Arabia, the Gulf, Europe and the US

To be clear

We take no money from the companies we write about. If you believe a published fact is wrong, email info@hai-lab.net with the subject “Correction” and the source that shows it. We check every request and log changes on the Corrections log page.