AI-Impact Causal Atlas

Living evidence map of AI's impact. A causal map of AI's impact on work, the economy, and society — mined from research papers and AI-company documents, with an evidence-tier and contradiction validity layer.

The AI-Impact Causal Atlas fuses peer-reviewed research, preprints, government and NGO reports, and AI-company documents into one navigable causal graph. Every link carries its source type, evidence tier, time horizon, and context, so a randomized experiment is never displayed like a vendor projection — and competing evidence on contested outcomes is surfaced explicitly.

The rendered homepage organizes selected work, systems, manuscripts, papers, leadership, and supporting records. Key links: home, systems, papers, manuscripts, Google Scholar, GitHub, LinkedIn, ORCID, MIT profile, and CV PDF.