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Tommy Blanchard's avatar

I liked this! Agreed that it isn't irrational, and is in fact a strength of science, that you can have varying degrees of "conservativeness". People change their minds, but it isn't rational to change everything at the drop of a hat.

One thing your take on the generational difference made me think: With Bayesian modeling, you often run the sampling algorithm to generate the most likely parameters. But then, to make sure you hit on a robust set of parameters and not just a local minima, you often restart at a new seed location to see if it converges to the same spot. If the sampling converges no matter where you start it, that's good evidence of a robust, singular solution to the problem of finding the parameters.

So you can imagine the new generation as new seeds, each looking around for new solutions. If they all converge on some new theory, that's good evidence that a new theory is robust! If they all come up with different new theories, maybe the data is just ambiguous. If most converge to the old, it's a good sign the old theory is still pretty robust.

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