Artificial Intelligence
When Open Standards Meet State-Scale Influence
AI systems increasingly mediate political and historical knowledge. This paper examines how open standards for machine-readable evidence can improve information integrity—and how similar techniques can be repurposed to…
Buying AI for the Public: A Federal Procurement Standard for High-Impact Systems
Federal AI contracts should define evidence, testing, human authority, logging, incident response and exit rights before an automated system can shape consequential public decisions.