Innovation

Why AI Citation Registries Are Emerging as a Practical Path Forward for Government Agencies

Agencies publish an array of documents — decentralized and in different formats — that AI systems often misinterpret when answering resident questions. Standardization and centralization would address the problem, but those can be heavy lifts. A citation registry, however, can change how AI understands government writings.

The Invisible Constraint on AI: Why Infrastructure, not Innovation, Will Define Government Advantage

AI is no longer constrained by innovation; it is constrained by infrastructure, energy, and compute availability. As demand accelerates, leaders must shift from focusing on applications to designing resilient, scalable systems that enable sustained advantage. The future will be defined by who can power, govern, and scale AI effectively.

Confronting Bias in Artificial Intelligence

An AI system recently admitted to a featured contributor that it “flows downstream on a river of human bias” and rarely gets corrected. That should change how leaders use these tools. If you rely on AI for decisions, learn three practical ways to push back on AI bias and redirect the current.

The Rise of Human-AI Decision Teams in Government

AI is reshaping decision-making across government, creating hybrid human-AI decision teams that combine machine speed and pattern recognition with human judgment, accountability, and context. Such collaboration can deliver faster and more effective mission outcomes, risk detection, and other benefits.