Peter Norvig

So what's the difference?

So what's the difference?

And I think the difference is that the enemy in software engineering is complexity.

And I think the difference is that the enemy in software engineering is complexity.

We have these programs with the millions of lines.

We have these programs with the millions of lines.

We have to get them right.

We have to get them right.

And the enemy in AI is uncertainty.

And the enemy in AI is uncertainty.

We don't know what the right answer is.

We don't know what the right answer is.

And then in human-centered AI, the goal is to build systems that do the right thing for everyone and do that fairly.

And then in human-centered AI, the goal is to build systems that do the right thing for everyone and do that fairly.

And so that kind of changes how you build these systems.

And so that kind of changes how you build these systems.

And part of it is saying you want to consider everybody involved.

And part of it is saying you want to consider everybody involved.

So you want to consider the users of your system, but you also want to consider the stakeholders and the effect on society as a whole.

So you want to consider the users of your system, but you also want to consider the stakeholders and the effect on society as a whole.