JonahSinick comments on Rationality is about pattern recognition, not reasoning - Less Wrong
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Comments (82)
This sounds like an explanation for the old adage: "Go with your gut". If your brain is a lot better at recognizing patterns than it is at drawing conclusions through a chain of reasoning, it seems advisable to trust that which your brain excels at. Something similar is brought up in The Gift of Fear, where the author cites examples where the pattern-recognition signaled danger, but people ignored them because they could not come up with a chain of reasoning to support that conclusion.
Interesting that you bring up this and Poincare's experience. Jacques Hadamard wrote a book examining this phenomenon based on information he gathered from other mathematicians as well as his (layman's) knowledge of the psychology of the day. His conclusions bore several similarities to what you're trying to explain in this post. He did, however, note that experiences like Poincare's generally only took place if the researcher in question spent a lot of time working on the problem in the old "chain of reasoning" way, with the pattern often becoming clear some weeks or months later, after the researcher had moved on to a different problem. Perhaps this is what constitutes training one's brain to see patterns.
I read Hadamard's book 8 years ago and liked it a lot.
What I missed is that I mistakenly thought that Poincare's style of thinking was reserved for supergeniuses, and that all that someone like me could do was to clumsily use explicit reasoning.
I found out otherwise when I worked on my speed dating project. Something very primal in me came out, and I worked on it almost involuntarily for ~90 hours a week for 12 weeks. I finally had the experience of becoming sufficiently deeply involved so that the problems that I was trying to solve percolated into my subconscious and my intuition took over. I rediscovered a large fraction of standard machine learning algorithms (it was faster than learning from books for me personally because of my learning disability). Before this, I had no idea how capable I was. It made me realize that being a great scientist might be within the reach of a much larger fraction of the population than I had thought.