Concrete Steps for Recommender Prototypes

This is an AI narration of "Design Sketches: Angels-on-the-Shoulder" by Owen Cotton-Barratt, Lizka Vaintrob, Oly Sourbut, and Rose Hadshar. The article was first released on 29th January 2026.

You can read more of our research at forethought.org/research. Thank you to Type III audio for providing these automated narrations.