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Article · 2026-07-14 · 6 moments

The man who tried 200 to-do apps has some advice about AI

The Verge's David Pierce kicks off our new series on staying productive in the AI era — starting with why you should stop trying to stay ahead ✦ AI generated

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GUEST David Pierce
01
Anecdote

AI is great at clearing out obviously useless marketing email, but when applied to a primary inbox it gets almost everything wrong because it can't tell what's actually important and the system is trivially gameable by senders who fake urgency.

Pierce describes letting AI clean his email: it nailed obvious junk mail but badly misjudged his primary inbox, since it just trusts whichever senders sound most urgent.

transcript

David Pierce: The minute it turned to my primary inbox, it started getting almost everything wrong. Because what it does is it looks at something and thinks, "Well, this person seems to think that what they're emailing you about is very important, so it's probably very important." ... It's a completely gameable system, and the LLM has no ability to look at this and say, "Here's what's important to me, David, right now."

gives example · 1

02
Context

Everyone believes everything about how we work is about to be transformed by AI, but in reality, none of it has changed yet.

Pierce frames the current AI moment as one of anticipated chaos and hype rather than actual, realized change in daily work habits.

transcript

David Pierce: We're in a moment where everyone has decided that everything about how we do everything is about to change. But actually, none of it has changed yet. So we're in this complete chaos phase of trying to figure out what the future of any of this stuff is before any of it has settled.

rebuts · 3supports · 2

03
Claim

Having a single source of truth for your tasks and notes solves both the problem of knowing where to put something and the problem of knowing where to find it, which matters more than building an elaborate, perfectly tagged system.

Pierce explains why simplicity and one consistent place for information beats a beautifully engineered but fragmented productivity system.

transcript

David Pierce: Having a single source of truth solves two problems at once, and we don't think enough about either of these problems. It's knowing where to put it, and then it's knowing where it is... The fewer places that can possibly be, the more likely you are to actually go interact with that thing.

04
Claim◆

If you swap the word 'AI' for 'software' whenever you read about it, the topic becomes less scary and more understandable, because AI is just software — sometimes very good software — and should be treated accordingly.

Pierce's mental trick for de-hyping AI: mentally replace 'AI' with 'software' to strip away the mystique and treat it like any other tool.

transcript

David Pierce: A thing I tell people a lot is: if you read a thing about AI and you just find-and-replace the word "AI" with the word "software," everything gets a little more understandable and a lot less scary, and I think we should all maybe do it that way. It's just software, and that's OK.

supports · 1

05
Claim◆

Staying ahead of the AI curve is wildly overrated, and the narrative that you must get on the AI train or be left behind is pernicious and wrong.

Pierce argues the pressure to constantly stay ahead of AI is overblown and misleading; people won't be ruined for not chasing every new tool.

transcript

David Pierce: I think staying ahead is wildly overrated, first of all. I really do. This idea that everyone is selling — that you have to either get on the AI train or get left behind — is pernicious and frankly wrong.

rebuts · 1supports · 2

06
Mechanism

There is a linear relationship between how much research work you personally do and how well you understand the resulting material, so offloading research to AI makes the final product worse even though it saves time.

Pierce says that despite the temptation to have AI do early research for his history podcast, doing so makes the show worse because he ends up knowing the material less.

transcript

David Pierce: I really do believe there is a linear relationship between how much of the work I'm doing and how well I know the thing at the end. Reasonable people could disagree on that, but I firmly believe it.

Highlight slides
"Staying Ahead" Is Overrated✦ from: Staying ahead of the AI curve is wildly overrated, and the narrative that you must get on the AI train or be left behind is pernicious and wrong.De-Hyping AI: A Mental Trick✦ from: If you swap the word 'AI' for 'software' whenever you read about it, the topic becomes less scary and more understandable, because AI is just software — sometimes very good software — and should be treated accordingly.Why the Fear Is Misplaced✦ from: Staying ahead of the AI curve is wildly overrated, and the narrative that you must get on the AI train or be left behind is pernicious and wrong.Why It Works✦ from: If you swap the word 'AI' for 'software' whenever you read about it, the topic becomes less scary and more understandable, because AI is just software — sometimes very good software — and should be treated accordingly.
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