> So why don't we have a good theory of brains? People have been working on it for 100 years. Let's first take a look at what normal science looks like. This is normal science. Normal science is a nice balance between theory and experimentalists. The theorist guy says, "I think this is what's going on," the experimentalist says, "You're wrong." It goes back and forth, this works in physics, this in geology.
> But if this is normal science, what does neuroscience look like? This is what neuroscience looks like. We have this mountain of data, which is anatomy, physiology and behavior. You can't imagine how much detail we know about brains. There were 28,000 people who went to the neuroscience conference this year, and every one of them is doing research in brains. A lot of data, but no theory. There's a little wimpy box on top there.
Not that physics has no theories, but I dropped out of studying physics myself over a decade ago, and at that time it felt a lot like the balance in physics has shifted towards having to measure and process disproportionate amounts of data with so much precision that it has to be automated, or like you said do a ton of really complicated modelling. It feels a bit "stuck" that way.
[0] https://www.ted.com/talks/jeff_hawkins_on_how_brain_science_...