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Mako's avatar

I think rationality (defined as using the best evidence available to draw conclusions) is a wonderful reasoning tool, and in reading this post, I don't actually think you'd even disagree. I think your major concern lies with the Atheism+ crowd, who rapaciously grab at every opportunity to assert moral and intellectual superiority, meanwhile never questioning their moral intuitions and asserting their flavor of ethics is just "downstream" from their reasoning. In any case, I enjoyed this overall. 

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Johann Kurtz's avatar

AI/ML research presents an interesting case study of a field that has to contend with the limitations you're outlining here.

There's been a longstanding naivety in the field about how straightforward it is to formalize information (as understood by humans) into data (as readable by machines).

One of the reasons that this is so hard is that when trying to convert real-world, common sense, human intuitive information into tabulated data via sensors so that a computer can process it, the information loss is absolutely massive.

This is because when humans process 'data' in their minds, they're in fact doing this on a massive, opaque, complex, changing substructure of assumptions, experiences, intuitions, inductions, deductions, biases, ideologies etc. and they're pulling in all kinds of contextual information and memories that computers have no access to. This allows humans to use 'common sense' to choose a single, coherent interpretation of a situation out of a theoretically limitless set of possible interpretations.

All computers can ultimately do is statistically manipulate these incredibly reductive datasets, and then researchers can crudely tack this onto a pre-set research or operational context.

It turns out that 'thinking' is much more art than science.

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