Timing and stakes of deploying tools

This is an AI narration of "Design Sketches: Collective Epistemics" by Owen Cotton-Barratt, Lizka Vaintrob, and Oly Sourbut. The article was first released on 25th December 2025.

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