Articulating the ineffable. Programming language theory 
cognitive psychology. PhD @Stanford
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Agreed. I'm definitely no expert, but have enjoyed some papers taking a more technical approach e. g. http://web.eecs.umich.edu/~weimerw/p/weimer-icse2017-preprint.pdf … Curious what you think about these MRI-style tests? Also interested in other examples of good papers if you have suggestions.
The main issue with low-level cognitive features is making design principles. For example, if "greater skill predicts a less differentiated neural representation", how should I change my language/IDE/curricula/etc. to use this fact?
A lot of the early programming/psychology stuff had the same issue, when HCI was very lab-focused and less in-the-wild. Studies like http://www.springerlink.com/index/10.3758/BF03197568 … could tease out differences in novice vs. expert memory structures, but no one then used this data to make lives better.
Very interesting, thanks!
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