Economies of Small
Dario Amodei — The Adolescence of Technology
darioamodei.comWhat complexity science says about what makes a winning team | Aeon Essays
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The hierarchies we need for agents are more likely to come from organizational forms (a highly refined technology for working across multiple actors with many responsibilities & ability levels) than from coding practice.
Already some hints this might work well in early papers. https://t.co/sLf4UkMyyj
All the relationships are procedurally generated, court members develop relationships and plot coups and such. And it is based on real management theory on org charts: span of control, decision rights, etc. I didn't implement a matrix organization. Too cruel.
Ethan Mollickx.comThe Universal Commerce Protocol, on the other hand, is much more ambitious (and complicated). You can define every aspect of the e-commerce funnel, from discovery to catalog to checkout to order history to returns to loyalty etc.; those aspects can then be consumed by anything, whether that be a chatbot, an agent, etc. This is much more work, but,... See more
Apple and Gemini, Foundation vs. Aggregation, Universal Commerce Protocol (Stratechery Update 1-13-2026)
How the human brain is like a murmuration of starlings | Aeon Essays
aeon.coAI fundamentally shifts the point where diminishing returns to management kick in