Weil: Specialized UIs suit narrow AI tasks, but chat is the baseline catch-all
Kevin Weil · OpenAI’s CPO on how AI changes must-have skills, moats, coding, startup playbooks, more | Kevin Weil · Apr 10, 2025 · at 43:14
OpenAI CPO Kevin Weil discusses how AI user interface design balances specialized, rigid interfaces for specific workflows against open-ended conversational chat.
0:00 / 0:36exact quote · 36.6s
▶ Watch the full episode on YouTube → 720p mp4 · rendered on demand · StarZero watermark
“By the way, I think there are like, it's not that it's only chat either, like there are, if you have high volume use cases where they're more prescribed, and the, you don't actually need the full generality, there are many use cases where it's better to have something that's less flexible, more prescribed, faster at a specific task, and those are great too, and you know, you can build all sorts of those, and but you still want chat as like this baseline for anything that falls Out of whatever, you know, vertical you happen to be building for. It's like a catch-all for like every possible thing you'd ever want to express to a model.”
quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →
More from Kevin Weil
Weil: OpenAI will not build industry-specific vertical AI products
“There are immense opportunities in every industry and every vertical in the world to go build AI based products that improve upon the state of the art. And there's just no way we could ever do that ourselves. We don't want to, we couldn't, if we did want to.”
Weil: OpenAI minimizes scaffolding because rapid advances erase model limits
“We don't spend that much time building scaffolding around the parts that don't match that because our general mindset is in two months, there's going to be a better model and it's going to blow away whatever, you know, the current set of limitations are.”
Weil admits OpenAI no longer holds a massive 12-month lead
“It used to be that OpenAI had this, like, massive model lead, you know, 12 months or something ahead of everybody else. That's not true anymore. You know, I like to think we still have a lead. I'd argue that we do, but it's certainly not a massive one.”
Weil: Organizations should stay PM-light to prevent micromanagement
“Too many PMs causes problems. You know, we'll like fill the world with decks and ideas versus execution. So I think that the, I think it's a good thing when you have a PM that has that is working with maybe slightly too many engineers, because it means that th…”
Weil predicts ML engineers will soon embed in every product team
“And so I think you're going to want sort of quasi researcher machine learning engineer types as part of pretty much every team because fine tuning a model is just going to be part of the core workflow for building most products.”
Weil: OpenAI manages 400 million weekly users with 30-40 support staff
“With 400 plus weekly 400 plus million weekly active users, we get, you know, a lot of inbound tickets, right? I don't know how many customer support folks we have, but it's not very many. 3040, I'm not sure. Way, way smaller than you would have at any comparab…”