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Video · 2025-06-21 · 22m · 6 moments

Coatue Pt2. Open AI’s Kevin Weil Dives into All Things ChatGPT | BG2 w/ Bill Gurley & Brad Gerstner

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02
Anecdote

When Kevin Weil's son had a medical scare and he couldn't reach the doctor for 72 hours, he uploaded the confusing medical letter to ChatGPT and it immediately reassured him the results were benign.

Weil recounts a personal anecdote where ChatGPT interpreted a confusing medical letter about his son's biopsy result, providing instant reassurance during a 72-hour wait to reach the doctor.

transcript

Kevin Weil: The first thing I do of course is take a picture of it, upload it to chatbt and say, Hey, should I be worried about this? And it comes back immediately. No, you're fine. This is like completely benign. Don't worry about it. You're all good. But I actually wasn't able to get a hold of the doctor for 72 hours.

03
Mechanism

Because AI models keep improving every few months, it's better to ship products early even when they only work about 70% of the time, rather than waiting for perfection.

Weil explains OpenAI's philosophy of iterative deployment: ship products that are only partially good now, because the underlying models will rapidly close the gap within months.

transcript

Kevin Weil: If you build a product that can do amazing things, even if it's only 70%, you know, right at that thing, in two or three months, the next model's going to come along and it's going to be 95% good at that thing, and all of a sudden, you know, you've got something great.

explains mechanism · 1supports · 1

04
Example

By giving ChatGPT memory of personal context like his wife's job and kids' ages, Weil gets meaningfully more useful, personalized recommendations instead of generic ones.

Weil describes how giving ChatGPT memory of his family's details turns generic suggestions (like hotel picks) into tailored, useful recommendations, and calls personalization a major upcoming focus.

transcript

Kevin Weil: In my case, I've made sure that it knows about my wife and what she does. You know, she's a seed investor. My kids, how old they are, because then when I ask it, hey, we have some free time, what should we go do, or we're going to go on this trip, it doesn't just recommend random hotels. It recommends hotels that are great for my family.

05
Claim

It is far too early to impose heavy regulation on American AI because regulators don't yet understand what actually needs to be regulated, much like early automobile regulation took decades to figure out.

Weil argues against early heavy-handed AI regulation, drawing an analogy to the auto industry, which took 40 years to develop seat belts, airbags, and speed limits.

transcript

Kevin Weil: We definitely are in the camp that it is way too early to obstruct American AI with useless regulations. Like we don't even know what we should be regulating. It's like regulating the auto industry right out of existence early. It took us 40 years to realize we needed seat belts and airbags and that we needed speed limits and things like that.

rebuts · 1supports · 1

06
Prediction

OpenAI moves faster than any company Kevin Weil has ever worked at, including Twitter and Instagram, and he has high confidence in the company's future because of its deep bench of talented people.

Weil expresses strong confidence in OpenAI's trajectory, citing its unmatched pace relative to prior employers like Twitter and Instagram and its unusually deep talent bench, while acknowledging execution risk from serious competitors.

transcript

Kevin Weil: This place OpenAI moves faster than any company I've ever worked at in my life. And I thought I had worked at places that move pretty fast. I think it's, you know, we have amazing people on the team. We really try and push decision-making and responsibility down into the teams.

supports · 1

Highlight slides
Today's AI Is the Worst It Will Ever Be✦ from: The AI model you use today is the worst AI model you will ever use for the rest of your life, because the models keep improving.Why It Matters✦ from: The AI model you use today is the worst AI model you will ever use for the rest of your life, because the models keep improving.A Medical Scare, Answered Instantly✦ from: When Kevin Weil's son had a medical scare and he couldn't reach the doctor for 72 hours, he uploaded the confusing medical letter to ChatGPT and it immediately reassured him the results were benign.AI Reassurance vs. Doctor Access✦ from: When Kevin Weil's son had a medical scare and he couldn't reach the doctor for 72 hours, he uploaded the confusing medical letter to ChatGPT and it immediately reassured him the results were benign.Ship at 70%, Not 100%✦ from: Because AI models keep improving every few months, it's better to ship products early even when they only work about 70% of the time, rather than waiting for perfection.Why Iterative Deployment Works✦ from: Because AI models keep improving every few months, it's better to ship products early even when they only work about 70% of the time, rather than waiting for perfection.Too Early to Heavily Regulate AI✦ from: It is far too early to impose heavy regulation on American AI because regulators don't yet understand what actually needs to be regulated, much like early automobile regulation took decades to figure out.Lesson From the Auto Industry✦ from: It is far too early to impose heavy regulation on American AI because regulators don't yet understand what actually needs to be regulated, much like early automobile regulation took decades to figure out.
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