Articulating the ineffable. Programming language theory 
cognitive psychology. PhD @Stanford
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Yeah, that approach turns it into a data vis problem. Probably want some kind of Google Map-esque zooming approach, viewing at different layers of abstraction. Very similar to how hw engineers use visual layouts for designing/debugging whole chips vs. individual components.
At OPLSS, I was talking to someone about usability of theorem provers. IIRC they said when their prover failed, they would open the hidden text logs to see the proof tree it spit out and find the offending node. That was the signal for where to start fixing the proof.
More generally, we **have** to move beyond ASCII diagnostics. We can push termcolor, ncurses, etc. to their limits but eventually we will need interactivity, direct manipulation, functional reactivity, etc. in our error messages.
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