The Cult of Results Is Lying to You

I want to attack one of the deepest illusions in this game. It's the illusion that outcomes are a reliable signal of the quality of your decisions. They are not. Not in poker. Not by a long shot.

You can have a perfect reading of the situation, get your money in with the best of it, and lose. You can have a terrible reading of the situation, get it in with the worst of it, and win. The outcome does not know whether you played well. The outcome is generated by the cards and the responses, and the cards do not care whose decision was better. They fall. Whoever they favor wins the pot.

So a player who evaluates her play by her outcomes is, in a deep sense, evaluating her play by a signal that has almost no information about her actual play. In the short term she thinks she's learning, because she's paying attention. But she's paying attention to the wrong thing. She's watching the result instead of the structure of the decision that made it. And the result, in the short run, is mostly noise.

This Is the Cult of Results

This runs the poker culture more than anyone wants to admit. We ask who won the most last year. Who has the biggest tally on Hendon Mob. Who's up the most this month. We treat winners as if they played well and losers as if they played badly, because at the surface that's the only signal we can see.

The thing we cannot see — the actual quality of the decisions that gave rise to those outcomes — is invisible to everyone except, sometimes, the player herself. And even she is often fooled by her own results.

The cult of results is what makes amateurs think they're good when they win and bad when they lose. It's what makes them update their strategies in the wrong directions, because the feedback signal they're using is corrupted by variance. You played a hand well, you lost, so you "fix" the thing that wasn't broken. You played a hand badly, you got bailed out by the river, so you bank the mistake as wisdom. Hand after hand, you're letting the deck teach you, and the deck is a liar.

I want to be honest about how strong the pull is, because I'm not above any of this. I'm inside it. I still evaluate my sessions by how much I won more than by how well I played. Even now, after years of telling myself I shouldn't, the pull of the outcome is so strong that the mind reaches for it before reasoning takes over. If you recognize yourself here, you're not behind. You're exactly where every player who ever took this game seriously has stood at some point. The honest acknowledgment that you do it is the first step out of doing it.

Decisions Are Signal, Outcomes Are Noise

The walk away from results-oriented reasoning is the growth. And the thing you walk with is expected value.

Expected value doesn't ask whether you won. It asks one question: was your action higher in expected value than the alternatives? If yes, you played correctly, regardless of what the deck did. If no, you played incorrectly, regardless of what the deck did. Outcomes are noise. Decisions are signal. And the long average rewards good decisions even when the short outcomes punish them.

Let me put that on the ground. You're heads up on the river, 100 big blinds in the pot. She bets 60. You think your hand beats her betting range about 35% of the time. The prize if you call and win is 160. The risk if you lose is 60. So the expected value of calling is 0.35 × 160 minus 0.65 × 60 — that's 56 minus 39, which is plus 17 big blinds. Folding is zero. Seventeen is bigger than zero, so calling is correct.

Now here's the part that matters more than the number. That +17 is not what you're going to win this hand. You're going to win 160 or lose 60. The +17 was never going to appear in a single trial. It lives in the average across many, many such moments. The math is talking about a thousand parallel universes of this exact spot, and your life is only going to traverse one of them.

So when you make that call and lose the 60, nothing has gone wrong. The play was correct before the card came. The play was finished before the result was known. If you let that loss talk you out of the call next time, the cult of results just cost you money in the name of "learning."

Why the Mind Falls for It

The reason this is hard isn't that you're undisciplined. It's that the human mind is built to think in stories — in single outcomes, in this happened or that happened. The mind that thinks in distributions, that sees the fan of possibilities underneath the single draw, is in some sense an unnatural mind. It has to be trained.

Charlie Munger talked about this the way other people talk about religion. He kept saying you have to think probabilistically — look at every decision as a draw from a distribution and ask whether the distribution is good. He understood that most people, including most very intelligent people, never install that framework, and their judgment suffers for it across their whole lives without their ever knowing what was missing.

This is exactly why poker can be a school for the mind. The samples are large — you play thousands of hands a year. The outcomes are quantitative, in chips, with no ambiguity about who won. And the game hands you the counterfactual every single hand. In most of life you make a decision once, the outcome unfolds over years, and you never get to see the versions you didn't choose. Poker shows you. You can build a feedback loop between decisions and consequences that any other domain would take decades to assemble — if you train yourself to read decisions and not results.

How to Stand After the Loss

I don't want to oversell the cure. Expected value thinking does not make you indifferent to outcomes. The chest still tightens when the big pot goes. The breath still shortens. The body has reactions that thinking cannot override, and the mature player feels the loss just like everyone else.

What the framework gives you is a place to stand after the body has reacted. The body says: you lost, this is bad. The expected value mind asks: did you play correctly? If yes, the loss is just a draw from the distribution — painful, but not informative. Nothing to fix. If no, then the loss is information, and it's worth sitting with what you should have done differently. Either way, you've separated the emotional reaction from the strategic evaluation, and you've kept one from polluting the other.

Marcus Aurelius knew nothing about poker, but he kept writing the same move in his journal: what is up to us is the action, and what is not up to us is the result, and anyone who ties her peace to the result has placed her peace in something she cannot control. The expected value player has quietly taken that step. She's tied her self-evaluation to the quality of her decisions, not to the verdict that followed. It's a colder relationship to the game. It's also a freer one. The result still arrives, she still feels it, but it does not get to set the verdict on her play.

And this separation is hard. It's hard for me. It's hard for everyone I know who ever took this game seriously. You will fail at it many times, over many sessions, over many years. But here's the thing — the catching is the work. Every time you notice yourself updating from a result instead of from a decision-quality assessment, you're not failing the practice. You're doing it. I've caught myself a thousand times. I'll catch myself a thousand more. There's no graduation from this. There's only the work.

The Test Is Yours

Don't take my word for any of it. Take a single decision from your most recent session that felt big, and work out its expected value on paper, with your own hands. Estimate her range honestly. Estimate your equity. Compute each option. Compare them. Then, when you review the session, evaluate each significant decision by whether it had the highest expected value given what you reasonably knew at the time — not by whether it won the pot.

When you find yourself tilted because a play that should have worked didn't, name it out loud: the play was correct, the result was just a draw from the distribution. And when you study other players, learn to ask not who won, but who had the higher expected value. That question is the one that separates the good from the great.

You're responsible for what you could reasonably know, not for what turned out to be true. Stop letting the deck set the verdict, and the game gets quieter, clearer, and over the long run, more yours.

---

This essay is drawn from the audio lesson Poker Outside of a Single Universe — "How to View Poker Outside of a Single Universe." Hear the whole argument.