Professor pushes back on mandatory AI disclosure: "bureaucratic theater"

ipeirotis · x · 2026-11-15

ipeirotis openly says he uses AI but finds mandatory AI disclosures "tediously pedantic." His argument: where's the boundary? Should you disclose hand-rolled backprop vs. PyTorch vs. Keras, Matplotlib vs. D3.js, Grammarly, human copyeditors, or every seminar attendee who asked a sharp question?

His core point: when "disclosure" stops informing the reader, it becomes pure bureaucratic theater.

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