Fei Fei Li

Honestly, do I care if that MRI is fully automatic or is it operated by humans or it's a mixture? As a patient family, I probably care more about the outcome. If the result of the MRI can be so accurate,

Exactly. But all I care are two things. One is it is the best result my mom can get. Second is it's safe, right? I don't care if it's that kind of mixture. So that regulatory framework is there. I'm not saying FDA is perfect, but it is a functioning regulatory framework. So if there is an AI product that goes into the MRI, I would like it to be subject to the regulatory framework. There we go.

Exactly. But all I care are two things. One is it is the best result my mom can get. Second is it's safe, right? I don't care if it's that kind of mixture. So that regulatory framework is there. I'm not saying FDA is perfect, but it is a functioning regulatory framework. So if there is an AI product that goes into the MRI, I would like it to be subject to the regulatory framework. There we go.

Exactly. But all I care are two things. One is it is the best result my mom can get. Second is it's safe, right? I don't care if it's that kind of mixture. So that regulatory framework is there. I'm not saying FDA is perfect, but it is a functioning regulatory framework. So if there is an AI product that goes into the MRI, I would like it to be subject to the regulatory framework. There we go.

Yeah, yeah. Right. So that's where rubber meets the road. The same as finance, environment, transportation, you name it. That's a very pragmatic approach. It's also urgent because as we have AI products that's entering our customers' market, And it takes away from, in my opinion, the science fiction rhetoric about existential crisis, machine overlord. That can stay with Hollywood.

Yeah, yeah. Right. So that's where rubber meets the road. The same as finance, environment, transportation, you name it. That's a very pragmatic approach. It's also urgent because as we have AI products that's entering our customers' market, And it takes away from, in my opinion, the science fiction rhetoric about existential crisis, machine overlord. That can stay with Hollywood.

Yeah, yeah. Right. So that's where rubber meets the road. The same as finance, environment, transportation, you name it. That's a very pragmatic approach. It's also urgent because as we have AI products that's entering our customers' market, And it takes away from, in my opinion, the science fiction rhetoric about existential crisis, machine overlord. That can stay with Hollywood.

I believe the downstream application is where we should put our guardrail attention at.

I believe the downstream application is where we should put our guardrail attention at.

I believe the downstream application is where we should put our guardrail attention at.

Thank you.

Thank you.

Thank you.

That's very sweet. That's the problem of always chasing after North Star. I try to like look forward. One thing I do reflect back is how grateful I am. I'm not here by myself. I'm here because of the Bob Sabella, Gene Sabella, the advisors, the students, the colleagues. That I feel very, very lucky.

That's very sweet. That's the problem of always chasing after North Star. I try to like look forward. One thing I do reflect back is how grateful I am. I'm not here by myself. I'm here because of the Bob Sabella, Gene Sabella, the advisors, the students, the colleagues. That I feel very, very lucky.

That's very sweet. That's the problem of always chasing after North Star. I try to like look forward. One thing I do reflect back is how grateful I am. I'm not here by myself. I'm here because of the Bob Sabella, Gene Sabella, the advisors, the students, the colleagues. That I feel very, very lucky.

Yeah, it's good.

Yeah, it's good.

Yeah, it's good.

A little bit. I didn't finish the audio part.