James Manyika

speaker
174 appearances 1 recordings 1 series first heard Sep 2021 last heard Sep 2021

James Manyika’s voice in public audio — every appearance, attributed to the second.

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And if we automate the decisions with no humans involved, then we can't rely on this constituent group that, hey, a group of people decided this, so it must be fair.
This is forcing us to come back to the age-old or even millennial-old question of what is fair?
How do we define fairness?
I think there's some work that was done before where somebody was trying to come up with all kinds of definitions of fairness, and they came up with something like 21 or so.
So I think we now are having an interesting conversation about what constitutes fairness.
You know, do we gather data differently?
Do we code differently?
Do we have reviews differently?
Do we have different people develop the technologies differently?
Do we have different participants?
So we're still grappling with this question of what counts as fair.
I think that's one of the key questions as technology, as we rely more and more on these technologies to assist, in some cases, eventually take over some of our decision-making, of course, only when it's appropriate,
These questions will continue to persist and will only grow on how we think about fairness and bias.
Well, I think there, I don't know if there's any magical answers, because at some level, at a base level, we should have them participate, right?
I think any participation, both in the development and deployment, I think is going to be important.
And I think that's true for developing countries.
I think it's true for parts of even U.S.
society that's often not participating in these things.
I mean, it's still...
striking to me how you know the lack of diversity in diversity in every sense of the term right um there is in you know who is developing ai and who's deploying ai whether you look within the united states or around the world right
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