Marty Makary

That data should generally be accessible.

Is there a world where we can transition from phase one, phase two, phase three trials

Is there a world where we can transition from phase one, phase two, phase three trials

into a phase one, phase two slash three by taking into account all of this additional data.

into a phase one, phase two slash three by taking into account all of this additional data.

Some people have talked about the idea of using AI plus other health data that's collected and allowing the phase three to kind of roll into phase two and create a much more expedited computationally assisted approval process.

Some people have talked about the idea of using AI plus other health data that's collected and allowing the phase three to kind of roll into phase two and create a much more expedited computationally assisted approval process.

Is that something that's on the roadmap or is discussed?

Is that something that's on the roadmap or is discussed?

And is there more continuous tracking that's also possible to look for risks and issues that start to emerge in certain populations?

And is there more continuous tracking that's also possible to look for risks and issues that start to emerge in certain populations?

Because this is something that it's almost like the approval happens and then

Because this is something that it's almost like the approval happens and then

you find out years later that, well, maybe there was an issue that we should have caught sooner.

you find out years later that, well, maybe there was an issue that we should have caught sooner.

And if you move to a more data-driven, continuous observational system, can you both have faster approvals, but also faster recognition of safety concerns for specific populations?

And if you move to a more data-driven, continuous observational system, can you both have faster approvals, but also faster recognition of safety concerns for specific populations?

For people in the general audience to understand, this begs the question, and I think people will bring this up as a critique, of absolute safety.

For people in the general audience to understand, this begs the question, and I think people will bring this up as a critique, of absolute safety.

I always talk about the example of you put the Waymos or the autonomous cars on the road,