Austin Humphrey
Research & Analysis
Essays
The Class
On the Drake Equation, Carl Sagan's Contact, and the three forms of non-human intelligence — extraterrestrial, unidentified, and artificial — that institutions were never built to handle.
Chapter 1 · 5,218 words · 9 sources
The Paradox That Runs Beneath
On civilization, destruction, and the Comanche at the center of both. Every civilization is born from the death of what came before. The force that creates is the force that destroys.
Standalone Essay · 5,931 words · 16 sources
The Architecture of Forgetting
Germany built the most deliberate memory architecture in history. AI built an information architecture that makes remembering and forgetting structurally identical. Both use the same civilizational capacity. One was designed. The other was not.
Standalone Essay · ~4,825 words · 16 sources
The Architecture of Stalling
Austin diagnosed institutional metabolization failure at 22 through Brexit. The same pattern now operates across AI governance, UAP disclosure, and three simultaneous military theaters. The question: is institutional resistance to change a bug or the function?
Standalone Essay · 5,751 words · 23 sources
Research & Analysis
The AI Profit Landscape
Real revenue, verified data, and peer-reviewed evidence on where AI creates economic value. Five paths to revenue, consulting rate structures, and what doesn't work.
Research Brief · 30+ sources · 6 peer-reviewed studies
AI Market Economics Dashboard
Interactive data appendix with market growth projections, revenue distribution analysis, cost modeling, and sector-by-sector breakdown.
Data Appendix · Chart.js visualizations · 326 projects analyzed
AI Revenue Financial Model
Three-scenario financial analysis — conservative, moderate, aggressive — with month-by-month cash flow projections and break-even timelines.
Scenario Analysis · 24-month projections · Cost structure modeling
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