Reading
AI Snake Oil
by Arvind Narayanan & Sayash Kapoor
Exploring automation bias: when does delegating decisions to machines weaken the judgment we still need to exercise?
A living commonplace
A changing collection of what I’m reading, carrying, questioning, reflecting on, and practicing.
Carrying
“Don’t automate away the participation required to understand what you’re responsible for judging.”
— Drew Barontini
Participation × Reflection → Understanding → Judgment
Questioning
What must remain shared and understood when AI performs the work, but humans remain responsible for judging it?
Preserving Judgment is moving from individual understanding toward shared understanding across people and agents.
Reflecting
Reading brings the world into thought. Writing brings thought into the world. Knowledge preserves what becomes durable.
Practicing
Building and sharing Equilio Coding.
Maintaining context, human judgment, and product coherence as AI writes more of the code.