Opinion
Liu: Today's AI models hold a million times more untapped economic value
“Like, I think we could pause model development today and still get a million times more economic value impact from today's generation of models than we've fully realize.”
Insight
Liu: Point-solution AI touches only a fraction of enterprise workflows
“I think that, that, you know, you'll have some use cases addressed through solution companies that can be very big you know each individually. And yet, you know, I still think even if you added all of them up, they're still tapping into such a small fraction o…”
Prediction Not checkable as stated
Liu: Code-gen agents will not replace no-code platforms short of AGI
“I'm just very strongly of the belief that short of AGI, I think we're gonna have a really hard time having fully automated you know, Cogen agents that replace the need for no code, because You actually want to generate the outputs in no code because for a long…”
Insight
Liu: Horizontal AI adoption is bottlenecked by customer imagination, not technology
“What we've learned is that, you know, this is gonna be a really difficult product to just kind of release out there in a horizontal way and hope that everyone just figures it out, right? Even though there are so many different applications, you can apply it to…”
Prediction Not checkable as stated
Liu: Trillions in enterprise labor value await flexible AI workflow platforms
“But then there's still a massive long tail that an aggregate, I think is like, you know, trillions of dollars of economic You know, value or labor value equivalent that is just waiting to be sought for with, you know, a platform that has data, that has workflo…”
Insight
Liu: Salesforce won CRM through platform customizability, not pure features
“Salesforce didn't win all these CRM use cases because they had just built all the features for CRM, but really because they had created a platform that could be customized for every customer's needs.”
Opinion
Liu: Spreadsheets are the most prolific app building platform
“Everybody has used spreadsheets at this point. I mean, it's like the most prolific app building platform out there.”
Insight
Liu: Most spreadsheet use cases should actually be databases or apps
“And a lot of use cases of spreadsheets really should be databases or apps, right? Anytime you're dealing with something that's not like number crunching and instead is some kind of tabular data, a workflow, like a database like thing of customers, or it could …”
Assertion Supported
Liu: Airbnb split product management into product marketing and program management
“They were kind of splitting the role into two constituent pieces and actually making those into explicit roles that were complementary, which are product marketing and then program management, right?”
Insight
Liu: The most curious software engineers seek meta-solutions out of laziness
“The most curious software engineers are actually fundamentally lazy at heart, right? Because you're trying to find ways to, like, you know, build the meta solve to, like, solve the thing that you're trying to do, right?”
Insight
Liu: Multi-step AI generation and self-critique pipelines produce much better quality
“We've actually found that creating a pipeline where, you know, the first AI step generates a first effort at translating, you know, whatever it is. And then the second step actually critiques itself and finds potential errors. You have a third step where eithe…”
What-if
Liu: Going enterprise early on would have broken Airtable's product
“Had we tried to go really hard into enterprise in the first couple of years, it would have been difficult because some of the bigger, larger scale use cases Would have just broken the product.”
