korrents

Changing your mind

Every claim here is dated and written in the present tense, which only means something if the person holding it will move. These are the korrents about that willingness itself.

36 korrents from 31 people, grouped by us. Not the record of who has changed their mind — that is the changes of mind in the feed. This page names nobody as having been wrong about anything.

Update when the data moves

A belief is a reading of something, and a reading that never moves is not reading anything. What these add is the cost: done properly it feels like churn, and it makes you look inconsistent.

Being wrong is something to love, because it is what lets you define the problem more clearly, find the right solution, and solve it faster.

  1. Boris Cherny I love being wrong. It is my favorite, because it helps me more clearly define the problem, find the right solution, learn more quickly, and solve the problem. borischerny.com

    Creator of Claude Code at Anthropic

    I love being wrong. It is my favorite, because it helps me more clearly define the problem, find the right solution, learn more quickly, and solve the problem.

Changing your mind in light of new facts should be celebrated rather than held against you.

  1. Gergely Orosz IDK why anyone has a problem with having strong opinions, weakly held. x.com

    Writes The Pragmatic Engineer

    IDK why anyone has a problem with having strong opinions, weakly held.

    @GergelyOrosz on Xx.com

  2. Pieter Levels The smartest people I know have strong opinions weakly held and change them when new information arises The dumbest people I know keep their opinions the same just so they can remain consistent Time changes too fast try remain consistent, better to sail the waves to wherever they are taking you! levels.io

    Dutch bootstrapper who builds and runs his internet startups alone

    The smartest people I know have strong opinions weakly held and change them when new information arises The dumbest people I know keep their opinions the same just so they can remain consistent Time changes too fast try remain consistent, better to sail the waves to wherever they are taking you!
  3. David Heinemeier Hansson I'd rather celebrate people updating their priors than dunking on them for being late. Make it cool to change your mind when you realize the facts have changed! x.com

    Creator of Ruby on Rails, CTO of 37signals

    I'd rather celebrate people updating their priors than dunking on them for being late. Make it cool to change your mind when you realize the facts have changed!

    @dhh on Xx.com

  4. Stephan Guyenet Inability to change one’s mind is a hallmark of an irrational belief system. stephanguyenet.com

    Obesity researcher with a PhD in neuroscience

    Inability to change one’s mind is a hallmark of an irrational belief system.

Smarter people hold their opinions firmly but revise them quickly when new information appears, while clinging to consistency for its own sake is a mark of lower intelligence.

  1. Pieter Levels The smartest people I know have strong opinions weakly held and change them when new information arises The dumbest people I know keep their opinions the same just so they can remain consistent Time changes too fast try remain consistent, better to sail the waves to wherever they are taking you! levels.io

    Dutch bootstrapper who builds and runs his internet startups alone

    The smartest people I know have strong opinions weakly held and change them when new information arises The dumbest people I know keep their opinions the same just so they can remain consistent Time changes too fast try remain consistent, better to sail the waves to wherever they are taking you!

In a fast-changing industry, anyone genuinely keeping up will change their mind as the developments happen.

  1. Gergely Orosz Especially in technology - one of the fastest changing industries - anyone keeping up with developments WILL change their minds when those developments happen!! x.com

    Writes The Pragmatic Engineer

    Especially in technology - one of the fastest changing industries - anyone keeping up with developments WILL change their minds when those developments happen!!

    @GergelyOrosz on Xx.com

An “AI trained on person X” cannot stand in for that person, because people change their minds in light of new information and the model does not.

  1. Gergely Orosz This is, by the way, also why the category of “an AI trained on person X” is absolutely BS. People change their minds in light of new information, the “AI trained on X’s writing/videos/tweets” does not x.com

    Writes The Pragmatic Engineer

    This is, by the way, also why the category of “an AI trained on person X” is absolutely BS. People change their minds in light of new information, the “AI trained on X’s writing/videos/tweets” does not

    @GergelyOrosz on Xx.com

Working with models has stopped being a theoretical science and become an empirical one, so your priors from computer science class are a hindrance.

  1. Boris Cherny And it's really about being empirical. So forget all of the things that you learned about past models. Forget everything that you've learned about computer science theory in class. Look at the model, try to do a task, see where it struggles, and then based on that adjust. So it's just like very much become it's not a theoretical science, it's become an empirical science. 31:41 · youtube.com

    Creator of Claude Code at Anthropic

    And it's really about being empirical. So forget all of the things that you learned about past models. Forget everything that you've learned about computer science theory in class. Look at the model, try to do a task, see where it struggles, and then based on that adjust. So it's just like very much become it's not a theoretical science, it's become an empirical science.

    Watch from 31:41 plays here

    Boris Cherny: We Cut 80% of Claude Code's Promptyoutube.com

    video · 35m · spoken · machine transcript

Building at the AI frontier is science rather than programming: you pose hypotheses and invalidate them again and again.

  1. Clay Bavor so it's not a simple matter of programming it's not you know typing into a keyboard until or or I guess asking cursor to do something until a piece of software emerges, it's exploration, it's discovery, it's posing hypotheses and validating or invalidating those again and again and again. 0:58:29 · youtube.com

    Co-founder of the AI agent company Sierra

    so it's not a simple matter of programming it's not you know typing into a keyboard until or or I guess asking cursor to do something until a piece of software emerges, it's exploration, it's discovery, it's posing hypotheses and validating or invalidating those again and again and again.

Coming into a project with a guess about what the data will show has, again and again, turned out to be wrong.

  1. David Reich The work that I've been involved in is consistently shown that I was wrong in my biases coming into the work and I've really been almost traumatized by this. Like again and again I've come into a project with some kind of guess about what the data was showing and then the data doesn't show that. 1:54:40 · youtube.com

    Geneticist at Harvard Medical School

    The work that I've been involved in is consistently shown that I was wrong in my biases coming into the work and I've really been almost traumatized by this. Like again and again I've come into a project with some kind of guess about what the data was showing and then the data doesn't show that.

Always try your stupid ideas when the experiment is cheap and reversible, because the one that works has no competition.

  1. Kent Beck Always try your stupid ideas if you can do it cheaply and reversibly. Jumping off a bridge is not a reversible decision. Not talking about that. I'm talking about stuff like this where you're just like, "Here's a stupid idea." 99 times out of a 100 it'll fail. But that one time you won't have any competition cuz nobody else is stupid enough to try this idea. 1:20:14 · youtube.com

    Creator of extreme programming and test-driven development

    Always try your stupid ideas if you can do it cheaply and reversibly. Jumping off a bridge is not a reversible decision. Not talking about that. I'm talking about stuff like this where you're just like, "Here's a stupid idea." 99 times out of a 100 it'll fail. But that one time you won't have any competition cuz nobody else is stupid enough to try this idea.

You cannot state the problem clearly without first trying and getting it wrong; the effort that looks wasted is how the thesis gets found.

  1. Nicole Forsgren Oh, I agree. You know, one is being able to clearly articulate the problem or the thesis or the idea. Without trying, I don't get there. 15:57 · youtube.com

    Researcher of software delivery performance

    Oh, I agree. You know, one is being able to clearly articulate the problem or the thesis or the idea. Without trying, I don't get there.

A theory gets abandoned when the old explanation becomes visibly insufficient: special relativity made Newtonian gravity's action at a distance impossible, and that was the forcing function.

  1. Michael Nielsen Um and so, it's not a big leap to realize, "Oh, we have a big problem here." Um and so, you know, that's kind of the that's the forcing function there. It's it's you've realized that your old explanation is not sufficient. You need something new. 0:39:29 · youtube.com

    Physicist, writer and researcher

    Um and so, it's not a big leap to realize, "Oh, we have a big problem here." Um and so, you know, that's kind of the that's the forcing function there. It's it's you've realized that your old explanation is not sufficient. You need something new.

Being wrong is not the same as having been careless

A rule that treats every wrong answer as a failure teaches people to make claims that cannot come out wrong. These separate the two.

"There is no empirical evidence against my position" is not an argument for it.

  1. Dan Luu Maybe, but if the strongest statement you can make for your position is that there's no empirical evidence against the position, that's not much of a position. danluu.com

    Programmer who has worked on hardware verification at Centaur

    Maybe, but if the strongest statement you can make for your position is that there's no empirical evidence against the position, that's not much of a position.

The AI-extinction position is non-scientific: it offers no testable hypothesis, nothing that would falsify it, and no threshold for danger.

  1. Marc Andreessen My response is that their position is non-scientific – What is the testable hypothesis? What would falsify the hypothesis? How do we know when we are getting into a danger zone? pmarca.substack.com

    Co-founder of Netscape and of the venture firm Andreessen Horowitz

    My response is that their position is non-scientific – What is the testable hypothesis? What would falsify the hypothesis? How do we know when we are getting into a danger zone?

A run of correct forecasts is not evidence of expertise, because among many forecasters some are right by chance.

  1. Gary Klein I may have I may be an investor. I have a track record of calling the market right in the last five times. People say, "Wow, he really knows what he's talking about." But there are lots of people who are trying to predict which way the market is going to go. And some of them are going to get it right by chance. And people assume it's because they know what they're what they're doing, and in fact they're just the lucky ones. 0:21:32 · youtube.com

    Research psychologist who founded naturalistic decision making

    I may have I may be an investor. I have a track record of calling the market right in the last five times. People say, "Wow, he really knows what he's talking about." But there are lots of people who are trying to predict which way the market is going to go. And some of them are going to get it right by chance. And people assume it's because they know what they're what they're doing, and in fact they're just the lucky ones.

Mathematics gives practitioners corrective feedback on being wrong that moral philosophy lacks.

  1. Neel Nanda Mathematicians get feedback re whether there proofs work in a way that, as far as I can tell, moral philosophy doesn't neelnanda.io

    Runs the mechanistic interpretability team at Google DeepMind

    Mathematicians get feedback re whether there proofs work in a way that, as far as I can tell, moral philosophy doesn't

Much of the wisdom programmers pass on to each other is nonsense that nobody ever tested, and refusing to be dogmatic about untested practice is what marks out a good engineer.

  1. Casey Muratori I find there's a lot of like received programming wisdom that's just nonsense. Like clearly no one's ever tested it and if they did they would have found out that it's that there's no actual basis for it. 1:32:14 · youtube.com

    Game and engine programmer

    I find there's a lot of like received programming wisdom that's just nonsense. Like clearly no one's ever tested it and if they did they would have found out that it's that there's no actual basis for it.

The reason it is rare is that it is expensive

Changing your mind in private costs nothing, and almost everybody does it. These are about the other kind, and about why the incentives run against it.

Organisations say they want disagreement but charge social capital for it, until people stop evaluating the argument and start evaluating the source.

  1. Sunil Pai we say we want disagreement, but every disagreement costs the person making it a little social/political capital. do it often enough and you become the negative person. people stop evaluating the argument and start evaluating the source. sunilpai.dev

    Systems and developer-tools engineer at Cloudflare as of 2026

    we say we want disagreement, but every disagreement costs the person making it a little social/political capital. do it often enough and you become the negative person. people stop evaluating the argument and start evaluating the source.

Blaming and shaming people only makes them defensive, dig in their heels, or tune out, rather than change their minds.

  1. Adam Grant We know from decades of research that blaming and shaming only leads people to get defensive, dig in their heels, or tune you out altogether. adamgrant.substack.com

    Organizational psychologist and professor at the Wharton School

    We know from decades of research that blaming and shaming only leads people to get defensive, dig in their heels, or tune you out altogether.

When somebody accuses you of being arrogant about an idea, almost all they ever mean is that they disagree with you.

  1. Sean Carroll Yeah, it is interesting because, when people react against you by saying you are being arrogant about this, 99.999% of the time, all they mean is I disagree. That’s all they really mean, right? 2:27:40 · youtube.com

    Theoretical physicist at Johns Hopkins University

    Yeah, it is interesting because, when people react against you by saying you are being arrogant about this, 99.999% of the time, all they mean is I disagree. That’s all they really mean, right?

People gravitate toward arrogant leaders in uncertain times because they mistake swagger for strength and skill.

  1. Adam Grant People are more drawn to arrogant leaders in an uncertain world, because they mistake swagger for strength and skill. adamgrant.substack.com

    Organizational psychologist and professor at the Wharton School

    People are more drawn to arrogant leaders in an uncertain world, because they mistake swagger for strength and skill.

Fixation errors come from explaining away anomalies and holding on to a wrong first impression until it is far too late.

  1. Gary Klein So we we want people, that's the way we break out of fixation, is we notice the anomalies. The way we get stuck in fixation and making fixation errors is we explain away the anomalies, hold on to the original wrong impression until it's far too late. 0:40:47 · youtube.com

    Research psychologist who founded naturalistic decision making

    So we we want people, that's the way we break out of fixation, is we notice the anomalies. The way we get stuck in fixation and making fixation errors is we explain away the anomalies, hold on to the original wrong impression until it's far too late.

Frequent conversations with customers continually correct a founder's mistaken assumptions about the market.

  1. Arvid Kahl Your assumptions will constantly clash with reality, and they will be refined slightly every single time you have a conversation. thebootstrappedfounder.com

    Software entrepreneur who bootstrapped and sold…

    Your assumptions will constantly clash with reality, and they will be refined slightly every single time you have a conversation.

Convincing others to care and act matters more than simply being right.

  1. Eugene Yan Being right is less than half the battle. You also have to convince others that you're right, and more importantly, convince them to care enough to act on it. eugeneyan.com

    Member of technical staff at Anthropic

    Being right is less than half the battle. You also have to convince others that you're right, and more importantly, convince them to care enough to act on it.

A large fraction of what the people around you believe is mistaken, and nobody is going to teach you to think for yourself.

  1. Patrick Collison by More broadly, nobody is going to teach you to think for yourself. A large fraction of what people around you believe is mistaken. Internalize this and practice coming up with your own worldview. patrickcollison.com

    Co-founder and CEO of Stripe and co-founder of the Arc Institute

    More broadly, nobody is going to teach you to think for yourself. A large fraction of what people around you believe is mistaken. Internalize this and practice coming up with your own worldview.

    Advicepatrickcollison.com

And the case for not moving

The other side, and not the weak one: a belief that moves with every result is tracking the noise, and a slow idea needs somebody willing to stay wrong in public while it comes good.

A top-down aesthetic belief is what sustains a researcher when the experiments contradict them, because data alone cannot tell a wrong idea from a bug.

  1. Ilya Sutskever And then the top down belief is the thing that sustains you when the experiments contradict you. Because if you just trust the data all the time, well, sometimes you can be doing a correct thing, but there's a bug. 1:34:54 · youtube.com

    Co-founder and chief scientist of Safe Superintelligence Inc.

    And then the top down belief is the thing that sustains you when the experiments contradict you. Because if you just trust the data all the time, well, sometimes you can be doing a correct thing, but there's a bug.

The only way to build something that matters is to develop conviction in a set of beliefs nobody else agrees with yet, long before they become consensus.

  1. Alexandr Wang I think the the key thing is you need to develop conviction in a set of beliefs that nobody else um agrees with. Like, I think if you look at all the most successful companies in the world, um they were started at a time long before the sort of like core idea was popular. 6:49 · youtube.com

    Founder of Scale AI and, since 2025

    I think the the key thing is you need to develop conviction in a set of beliefs that nobody else um agrees with. Like, I think if you look at all the most successful companies in the world, um they were started at a time long before the sort of like core idea was popular.

I am a classicist rather than a contrarian: I am in step with what thinkers about the mind have always held, and content to be out of step with my own field for decades.

  1. Richard Sutton I I really view myself as a classicist rather than as a contrarian. I go to what what the larger community of of thinkers about the mind have always thought. 0:47:17 · youtube.com

    Computer scientist who founded the field of reinforcement learning

    I I really view myself as a classicist rather than as a contrarian. I go to what what the larger community of of thinkers about the mind have always thought.

Engineers will always ask for more data, so someone has to decide without certainty and own the risk to human life.

  1. Wayne Hale The engineers will always always always ask for more tests, more analysis, more time to get more information to be more certain of their conclusions. waynehale.wordpress.com

    Retired NASA engineer and manager

    The engineers will always always always ask for more tests, more analysis, more time to get more information to be more certain of their conclusions.

Why this page is a list and not a search

Every other collection here is generated: a subject page is what a curated word matches, the related korrents under a claim are what an embedding puts nearest. Both were tried for this page first, and both fail on it in the same way.

The words a claim about revising a belief uses — being wrong, I was wrong, changed my mind — are the same words somebody uses when they actually change their mind about solar, or sleep, or how far off human-level AI is. A pattern that catches the first catches all of the second, and would chip a claim whose holder never changed anything. The wording pass fails the other way: it matches the token and not the thought, so it reaches claims about customer interviews and misses the most on-topic korrent here entirely.

So these were read and placed by a person. Take the four groups for a reading, not a survey — everybody's own words are printed under each one so you can check the grouping against them. Something missing?