Resources
Technical documentation, essays, and educational materials on population intelligence, media verification, and governance systems.
Technical Explainers
Understanding Population Estimation Models
GuideHow satellite imagery and machine learning enable population counting in data-scarce regions
Audio Forensics: Detecting Synthetic Speech
GuideSignal processing fundamentals for deepfake detection and audio authenticity verification
Regulatory Intelligence Systems
GuideArchitecture patterns for AI-assisted compliance and obligation mapping
Blog & Essays
The Census Gap: Why Population Data Matters
EssayExploration of the global challenge of outdated census data and implications for governance
Trust in AI Systems: Beyond Black Boxes
EssayOn building verifiable, consequence-aware AI for high-stakes deployment
Deepfakes in Elections: Detection, Policy, and Governance
EssayAnalysis of media integrity threats and institutional responses
Video Series
Project GiantEye: Building Population Intelligence
Video SeriesTechnical deep-dive into satellite imagery processing, feature engineering, and model validation
How Mirror-Audio Works
VideoSignal analysis walkthrough and model inference for audio authenticity verification
Whitepapers & Technical Reports
Population Estimation via Satellite Imagery: Methodology & Validation
2024
Audio Integrity Verification in the Age of Deepfakes
2024
Regulatory Compliance as a Computational Problem
2023