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
When Good and Bad Stop Working
In systems built on tradeoffs, good and bad often stop being useful categories. This essay begins with a meal kit and follows the thread into incentives, externalities, moral outsourcing, and the quieter practice of staying in contact with the costs of our participation.
The color we see is what isn’t integrated
What a system broadcasts most loudly may not be what it has mastered, but what it cannot yet integrate. This essay moves from plant optics to vocal pedagogy to organizational polarity, tracing how defended positions can become the visible colour of an unmet capacity.