Stephen DeAngelis
We're at a crossroads where AI advances meet humanitarian challenges. Today's decisions will shape global prosperity and humanity's future. Here, I'll explore this intersection and share insights on our world's most pressing issues.
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 84 | Founded | a year ago | Last Issue | a month ago |
| Active | |||||
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deangelisreview.substack.comLatest Issues
The Second Actor
Three years ago, a Fortune 500 manufacturer carefully delegated an annual operating plan for an important function of the business to an autonomous machine. Not the spreadsheet work. Rather, the complex work of understanding the decision sp...
The Reward Machine: Are LLMs the New Social Media?
Abstract
I’ve spent thirty years building systems that reason about complex adaptive environ-ments. I’m no skeptic of artificial intelligence. I use it daily, and I believe it will be the most consequential general-purpose technology...
Polycrisis⁴: When the Intelligence Architecture Enters the Game
Executive Summary
The previous brief in this series, Polycrisis³, argued that compounding crises, exponential technology, and the organizational response function form a three-dimensional problem. It concluded that the false resol...
Polycrisis³: The Third Dimension: When the Crisis Compounds, the Architecture Decides
Executive Summary
The April 8, 2026, ceasefire between the United States and Iran has been widely interpreted as a de-escalation. It is not. It is a false resolution, a phase in a non-linear compounding system in which structural ris...
Polycrisis² When Compounding Crises Meet Exponential Technology
The term “polycrisis” (introduced by the French complexity theorist Edgar Morin and brought into contemporary strategic discourse by the historian Adam Tooze of Columbia University) has earned its place in the global vocabulary. It describe...
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