Annie Duke

Decision strategist, ex-pro poker player

Annie Duke wrote Thinking in Bets and Quit, is a special partner at First Round Capital, and won over $4 million in tournaments as a professional poker player. Her refrain is to take what's implicit and make it explicit. If you don't make it explicit, she says, you never find out when it's wrong. At First Round that meant turning the partners' intuitions into a rubric.

Lenny's Podcast 00:44 00:50 01:07 1:00:20 1:03:27 1:03:49

  • Decision Making
  • Shipping
Frameworks
2
Ideas
43
Recordings
1
Books
3
Updated

Frameworks

Shipping

Kill Criteria

Name the signals that mean stop before you launch, and attach an action to each one while you still have no stake in the answer.

things go on way too long even like they're over budget and you've blown the timeline and when you finally shut it down you realize you should have done it a lot earlier
Duke on how slow teams are to quit after launch Watch at 1:06:21
Read the framework

Decision Making

Thinking in Bets

A good result is not evidence of a good decision. State the bet, put a number on your confidence, and record it before you know.

we don't actually know what the decision quality was, right, like all we know is that you had a good result
Duke on the investor who was early into Uber Watch at 53:21
Read the framework

Disagreements

Is decision failure personal or structural?

Annie Duke

locates the problem in the individual: resulting, motivated reasoning and hindsight bias drive decision errors, so you fix decisions by fixing personal process.

Donella Meadows and Peter Senge

argue behavior is produced by structure, feedback loops, incentives and delays, so blaming individual judgment misses the cause.

From Kill Criteria

Should you put a number on it?

Annie Duke

put a number on confidence. Hubbard pushes it further: anything that matters is observable and therefore measurable, and calibrated probability estimation makes even intangibles quantifiable.

Nassim Taleb

draws the opposite line. We systematically overestimate our ability to predict in complex domains, and a precise-looking model there is more dangerous than admitted ignorance because it manufactures false confidence.

From Thinking in Bets

Sources

Key ideas

Frameworks

Rules

  • Never judge a decision by its outcome alone; evaluate the quality of the decision process separately from the result.

    Any post-decision review, retrospective, or performance evaluation where you are tempted to say a decision was good because it worked or bad because it failed.

    Thinking in Bets

  • Express confidence as a percentage (e.g., 'I am 72% sure') rather than binary certainty ('I'm sure' or 'I'm not sure').

    When stating beliefs, making predictions, or evaluating options under uncertainty. Forces calibration and makes it easier to update beliefs when new information arrives.

    Thinking in Bets

  • If the outcome of a decision will not meaningfully affect your happiness in a week, a month, or a year, decide quickly and move on.

    Low-stakes decisions where you find yourself agonizing. Apply the Happiness Test to distinguish high-impact from low-impact decisions and allocate decision effort…

    How to Decide

Heuristics

  • If someone asks 'Wanna bet?' about one of your beliefs and you immediately feel less certain, that belief was probably held with unjustified confidence.

    When evaluating the strength of your own beliefs or assumptions before making a decision. The 'wanna bet' test is a quick way to surface overconfidence.

    Thinking in Bets

  • If you find yourself citing the resources you have already spent as a reason to continue, you are likely in the grip of sunk cost fallacy and should seriously consider quitting.

    Any ongoing project, investment, or commitment where the primary justification for continuing is what has already been spent rather than what future returns are expected.

    Quit: The Power of Knowing When to Walk Away

  • If you would not start this project today given what you now know, that is a strong signal you should quit.

    When evaluating whether to continue an ongoing commitment. This reframe strips away sunk costs and forces a fresh evaluation.

    Quit: The Power of Knowing When to Walk Away

Principles

  • There are only two things that determine how your life turns out: the quality of your decisions and luck. You have control over only one of them.

    This is the foundational premise of Duke's entire body of work. If outcomes are a function of decisions plus luck, and you cannot control luck, then the only lever for…

    Thinking in Bets

  • The quality of a decision should be evaluated by the quality of the process that produced it, not by the quality of the outcome.

    Good decisions can produce bad outcomes due to luck, and bad decisions can produce good outcomes due to luck. If you judge decisions only by outcomes (resulting), you…

    Thinking in Bets

  • Beliefs are not binary (right or wrong); they are confidence levels on a spectrum that should be continuously updated as new information arrives.

    Binary thinking about beliefs creates defensiveness when confronted with contradictory evidence. If instead you hold a belief at 72% confidence, new counter-evidence…

    Thinking in Bets