Project Board
Active Projects
Emergent Identity Inference in Large Language Models
An AI safety audit of whether LLMs can re-link fragmented public traces into coherent personal profiles - without direct identifiers
Earth Observation Early Warning & Response
Decision-first EO signals and pipelines for catastrophic risk early warning and response.
China: Innovation Incentives & the Future of Life
Incentives-first analysis of Chinese entrepreneurship, state alignment, and innovation capacity under stress, with implications for conflict risk and existential risk mitigation.
Pending Projects
Global Shortwave Communication Protocol
This project seeks to develop an open HF "shortwave" communication stack to provide reliable, long-distance messaging during internet blackouts or large-scale catastrophes. It focuses on spectrum-efficient modulation, robust error correction, secure encryption, and compatibility with low-cost transceivers to support emergency coordination when conventional infrastructure is unavailable.