Resources

Technical documentation, essays, and educational materials on population intelligence, media verification, and governance systems.

Technical Explainers

Understanding Population Estimation Models

Guide

How satellite imagery and machine learning enable population counting in data-scarce regions

Audio Forensics: Detecting Synthetic Speech

Guide

Signal processing fundamentals for deepfake detection and audio authenticity verification

Regulatory Intelligence Systems

Guide

Architecture patterns for AI-assisted compliance and obligation mapping

Blog & Essays

The Census Gap: Why Population Data Matters

Essay

Exploration of the global challenge of outdated census data and implications for governance

Trust in AI Systems: Beyond Black Boxes

Essay

On building verifiable, consequence-aware AI for high-stakes deployment

Deepfakes in Elections: Detection, Policy, and Governance

Essay

Analysis of media integrity threats and institutional responses

Video Series

Project GiantEye: Building Population Intelligence

Video Series

Technical deep-dive into satellite imagery processing, feature engineering, and model validation

How Mirror-Audio Works

Video

Signal 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