I am an independent researcher and writer working on corrigibility across living, cognitive and institutional systems. My current project, The Corrigibility Window, develops an open method for testing whether high-stakes AI-assisted decisions can still be corrected in time. My related manuscripts are under consideration at Biology and Philosophy and submitted to Social Epistemology.