MattG comments on The Growth of My Pessimism: Transhumanism, Immortalism, Effective Altruism. - Less Wrong Discussion
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Note that the billionaires disagree on this. Thiel says that people should think more like calculus and less like probability, while Musk(the inspiration for the cook and the chef) says that people think in certainties while they should think in probabilities.
Not my reading. My reading is that Musk thinks people should not consider the probability of succeding as a spacecraft startup (0% historically) but instead should reason from first principles, such as thinking what are the materials from which a rocket is made, then building the costs from the ground up.
First, I think we should seperate two ideas.
"Thinking in probabilities" is a consistent talking point for Musk - every interview where's he asked how he's able to do what he does, he mentions this.
Here's an example I found with a quick Google search:
So that covers probability.
In terms of reference class, I think what Thiel and Musk are both saying is that previous startups are really bad to use as a reference class for new startups. I don't know if that means they generally reject the idea of reference classes, but it does give me pause in using them to figure out the chances of my company succeeding based on other similar companies.