Wonder, blunder, salve, solve!
Working on tools that expand what people can think and do.
Past: led R&D @KhanAcademy; helped build iOS @Apple.
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See AllDesign friends: I highly recommend @edelwax's new talk! [link] Years ago, Joe wrote a wonderful talk on the challenges of metrics called "Is anything worth maximizing?" This is the followup, presenting a design approach intended to escape HCD's goal orientation.
Was reminded recently of one of my favorite papers on social learning. It centers on a clever lie! Subjects study some material, then quiz either a peer or a bot about it. They learn much better when they think they're quizzing a peer. Secretly, in both cases, it's a bot!
[link] I found the Four Star books helpful for learning techniques (things to note when scanning a piece before beginning to play) but they must be supplemented with tons more at-level music—not enough in each book to pass each level IME.