Too much intelligence, not enough society
How AI capability can outrun institutions, education, labor markets, and social absorption capacity.
Ideas
Writing at the boundary between AI, risk, and civilization.
CUSP42 is also a public research system. The writing side explains why the tools exist: not as AI novelty, but as a response to a deeper coordination problem in an age of abundant machine intelligence.
The great decoupling
Why AI may weaken the ladders that previously converted education, effort, and professional entry into stable middle-class life.
Long-duration civilization
Modern civilization as a system of long-horizon commitments, and what happens when discount rates rise.
Research themes
A coherent public thesis.
The site is designed to make the different tracks feel like one system rather than scattered projects: AI, risk, social absorption, scenario analysis, and civilization-scale thinking.
Plural AI as an epistemic safety layer
Why model disagreement, report trails, and adversarial discussion matter.
AI scenario analysis beyond finance
How stress testing and scenario logic can help people reason about technology, geopolitics, institutions, and personal decisions.
The thought experiment as an AI product format
Why philosophical tools may become practical interfaces for reasoning in public, business, and research contexts.
When automation creates more need for judgment
Why better tools should increase, not hide, human responsibility.
Risk thinking outside finance
How scenario analysis, stress testing, and model governance can help public reasoning.
Local-first AI tools and user-owned workflows
A product philosophy for privacy, resilience, and serious users.
CUSP42 writing should make the products intellectually legible; the products should make the writing practically useful.Brand architecture note