Building Answerable AI
Why Automation Needs Owned Error
lukefwalton.com CC BY-NC-ND 4.0
In plain terms
This paper gives the constructive builder response in the Answerability Quartet. It argues that answerability is not only a constraint on automation but an enabling condition for automation that can compound without drifting. The design pattern is framed automation: hold the junctures, automate the execution, and let failure write the interface.
Full text
This paper gives the constructive builder response in the Answerability Quartet. It argues that answerability is not only a constraint on automation but an enabling condition for automation that can compound without drifting. The design pattern is framed automation: hold the junctures, automate the execution, and let failure write the interface.
Full text forthcoming June 14, 2026.