I find agentic coding a powerful amplifier for teaching. This term, I taught with @simonprinceai.bsky.social 's excellent book, Understanding Deep Learning. The book's interactive figures are brilliant, but some students struggle to decipher surfaces presented top-down as 2D heat maps. 1/5