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And put ethical AI at the forefront.
So, how do we do that?
Creating ethical guidelines means establishing clear principles
that all of your team members must follow.
This is as an organization, right?
Organizationally, how do we put ethical AI at the forefront?
Regular ethical audits.
Conducting audits to assess project compliance.
Did this go the way I wanted it to?
Was this outcome something that I thought was going to happen?

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Is it, you know, what is the metric?
Am I that I'm trying to meet here?
And then ethical checkpoints defines specific checkpoints
during the project's lifecycle, where with ethical considerations
like making sure that you're considering the ethical,
the ethicality ,if you will, of the project.
And then impact reporting.
So, like after we've built it,
what is the overall performance look like?
What is the consideration that we put in?
Did it meet it, you know, checking yourself in each iteration of that project.

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These are some examples of real life groups that have been doing it.
So there's Google AI Principles,
the Global Initiative of the IEEE Global Initiative on Ethics of Autonomous Intelligent Systems,
Partnership on AI, and then the Ethics Lab.
These are just a few examples of orgs that are already implementing this space
that are definitely encourage
you guys to look further into Google, understand how it's going.