Articles and Research on Organizational Continuity

Government can preserve access to information through cloud computing and redundancy while still losing the relationships that make the information authoritative, contextual, and usable. Information Continuity addresses what happens to institutional knowledge through mergers, turnover, migrations, policy change, and AI adoption.

As AI gains greater freedom to reason, plan, use tools, and act, governing every possible behavior through instructions becomes increasingly impractical. GovKM proposes a constitutional approach: durable principles governing human authority, evidence, context, continuity, supersession, identity, lineage, institutional memory, uncertainty, accountability, and change.

Voyager preserved correction evidence and lineage but initially failed to make corrected events operative. GovKM continuity testing isolated the defect; a remediated local synthetic baseline then passed all 435 scored assertions while preserving history, replay identity, late-arrival handling, and four supported alerts.

An HHS OIG audit of Arizona Medicaid shows that policy authority is not operational governance by itself. Institutions must preserve evidence showing how governing requirements actually constrained decisions and actions.

AI platforms can preserve, search, and export conversations. But a collection of retrievable chats does not preserve how a person’s ideas, evidence, corrections, decisions, and outputs develop across conversations and platforms. That requires continuity.

AI chat history increasingly contains decisions, corrections, context, and unfinished work. GAIB makes those relationships visible so users can inspect how memory and continuity develop over time.