Want to dive into Scott Alexander's work and his thousands of blog posts? This fan website lets you sort and do semantic search through the whole codex. Enjoy!
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Scott distinguishes between an argument's internal confidence level and our external confidence in that argument, showing that extremely high probability claims should be moderated by the baseline probability that the argument itself is flawed.
Scott argues that affirmations (repeatedly stating goals aloud) might actually work based on evidence that subconscious beliefs affect success and that verbal repetition influences subconscious beliefs, though he acknowledges this needs proper scientific study.