Artificial intelligence is increasingly used in passport and visa processing systems worldwide to screen applications, detect fraud, and triage cases, but experts warn that human oversight and final decision-making authority must remain central. Dr. Don Kilburg and Virginia Blaser, retired U.S. diplomats, argue that while AI can efficiently handle routine tasks and flag anomalies, humans must retain responsibility and discretion rather than passively deferring to algorithmic outputs.
Context Freshness Ledger is a lightweight JSON schema for tracking whether AI agent memory remains valid before taking action. It records the source, observation time, scope, proposed action, and a human review decision on whether context is current, stale, or requires person resolution.