Spence's signaling model updated for AI: when the cost of educational signaling collapses to near-zero, what genuine intellectual skill looks like and how to build it.

Q&A on the MACSS Economics program at UChicago: the path from computational social science to ML engineering, what the degree prepared me for, and what I would do differently.