05 / The Archive
Ideas
in motion
The Archive gathers essays, conversations, and frameworks developed through the work: patterns noticed, questions pursued, and connections still unfolding.
Explore what draws your attention below, or follow the ongoing conversation through The Aperture Field Notes and the podcast.
Field Notes,
Spoken.
Short audio essays and reflections on clarity, leadership, and systems in transition.
Some episodes begin as written Field Notes. Others take shape first in audio. Together, they offer another way into the questions, patterns, and ideas behind the work.
Related essays and selected transcripts are available through The Aperture Field Notes on Substack. Listen wherever you get your podcasts.
Working Papers
the Human System in the Loop
Human-in-the-Loop (HITL) approaches to Responsible AI often position human oversight as a safeguard between an AI system and a consequential decision: an AI produces an output, a human reviews it, and a decision proceeds.
This model is useful, but incomplete. It can imply that the presence of a human reviewer is itself evidence of meaningful oversight and that failures originate primarily in the AI system or its application. This paper proposes a broader unit of analysis: the human system in the loop.
Plan with Purpose
Thoughts in Motion
The Terrain Changed, But the Orientation Did Not
A reflection on a grandfather’s mischief, stroke, and enduring orientation toward the edge, and on the possibility that what defines us is not our résumé, but the persistent way we meet the world.