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DP David Pierce Editor-at-large at The Verge who covers consumer technology and product reviews, and writes the Installer newsletter of recommendations.

“There is a sense of the models are going to be commoditized. And at the top end, that hasn't really happened, but there is a real sense that almost nobody actually needs these frontier models to do the things that they're trying to do. The sixth best model at this point is good enough for most of the things people want to do with AI.”

The Vergecast · Tech Strategy & Big Tech · October 2026

“There is a sense of the models are going to be commoditized. And at the top end, that hasn't really happened, but there is a real sense that almost nobody actually needs these frontier models to do the things that they're trying to do. The sixth best model at this point is good enough for most of the things people want to do with AI.” — David Pierce, The Vergecast

Context

The hosts were discussing Anthropic's S-1 and its push into sector products like Claude for legal work. Pierce says conversations with people in AI suggest that having the leading model may stop being how companies win.

Transcript

The Vergecast Around 1:08:50 into the episode
David Pierce

Right.

Nilay Patel

And that's just a lot of work. And there's a lot of competition for it. Yeah.

David Pierce

And you have to convince all of those people that your tool on top of your model is better than the vast quantity of specific enterprise software they already have, which is hard. Anybody who has ever tried to sell to an IT manager at a company knows that is very, very, very hard work. And they have to do that at such pace and such scale that just seems virtually impossible. All of this has moved faster than anybody expected. So like, who knows? But all of that is like, that is different from we just have to keep building bigger models. So we need to spend a theoretically infinite amount of money on compute. And to that point, actually, there is a sense in a lot of conversations I'm having with AI people and to some extent in this S1 that actually maybe we are going to fairly quickly hit a phase where just having a leading model is not how you win. That having better products or more tuned products or other things that a company like Google is much better set up to do, like vast quantities of customer support is just the thing that's going to be the actual differentiator rather than we have a slightly better model on…

Nilay Patel

very curious about this dynamic. Look, if I was young and ambitious instead of old and committed to the revenue-free career of journalism, I do love it. You would just start a company and you would take some cheap to run, but pretty capable model and you would just run around all the businesses in…

David Pierce

Yeah. And they kind of have to.

Nilay Patel

It's unclear the entire economy needs frontier intelligence.

Speaker names come from our own diarization. The position is estimated from where the line sits in the episode.

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