The Context Window
AI gave us infinite throughput. It didn't upgrade the one system that still has to approve it all. An essay on attention, autonomy, and human bandwidth.
What machine cognition can and can't do (agents, memory, reasoning), and the human judgement that still has to sit on top of it.
4 piecesThis paper describes Citadel, a cognitive architecture that gives a large language model persistent memory, causal reasoning, self-modification, and autonomous action across weeks and months of continuous operation.
AI gave us infinite throughput. It didn't upgrade the one system that still has to approve it all. An essay on attention, autonomy, and human bandwidth.
This paper describes a reading companion built for one person: a grandfather with Alzheimer's disease who loves books but can no longer follow the page.
Everyone's asking what they can automate. Nobody's asking what they should protect. An essay on the human elements that still matter in business.