GOVKM KNOWLEDGE
Articles and Research on Organizational Continuity
Explore GovKM analysis, research, and practical guidance on Organizational Continuity, information governance, AI readiness, institutional knowledge, and continuity architecture.

FEATURED KNOWLEDGE
Featured Insights
Explore GovKM research, doctrine, and implementation guidance addressing the continuity challenges facing modern organizations.

Information Continuity
COOP Keeps Government Operating. But What Keeps Its Information Continuous?
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.

Governance Architecture
AI Needs Freedom. Freedom Needs a Constitution.
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.

Organizational Continuity
Voyager: From Preserved Correction Evidence to Correct Operative State
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.

Governance Architecture
The Rule Existed. The Institution Could Not Prove the Decision Followed It.
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.

Information Continuity
Your AI History Is Not Yet a Knowledge System
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.

Corporate Operational Knowledge
Your AI History Is Becoming Memory. Why Can't You See It?
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.
ARTICLES
Latest Research and Articles
Browse GovKM research, implementation guidance, continuity science, governance architecture, AI readiness, and organizational continuity.

Controlled Study — SOC Alert Investigation
The Search Found Nothing. The SOC Closed the Alert.
Controlled SOC research shows how a failed search can be mistaken for evidence of no attack, causing premature alert dismissal.

Forensic evidence binding and provenance
The Answer Was Correct. The Evidence Could Not Prove It.
A controlled forensic study shows that correct AI-agent reconstruction can lack proof when citation identifiers are not bound to source records.

Agent memory identity, supersession and currency
The Model Hadn't Answered Yet. Its Memory Was Already Wrong.
Controlled research shows AI memory can inject superseded facts or confused identities before generation; time validity and identity are separate safeguards.

Tool Reliability, Mandatory Verification, and Evidence Integrity
A Verification Tool Is Not a Verification Requirement.
A controlled study shows that optional verification is not enough: plausible corrupted tool output remained influential unless checking was mandatory.

Agent Provenance, Replay, and Trajectory Integrity
Every Step Was Authentic. The History Was Not.
Semantic behavioral watermarking shows that authentic agent steps can still be replayed into a false trajectory unless provenance is bound to sequence and context.

Non-Destructive Organizational Memory and Supersession
Preserve Before You Derive—but Preservation Is Not Adjudication.
Mem++ shows why organizational AI should preserve whole source records—but also why preservation alone cannot decide which version, authority, or rationale governs.

Stateful Multimodal Memory, Supersession, and Governing Updates
The Record Was Preserved. The Wrong Version Still Governed.
DSV-Mem shows that preserving every revision is not enough: AI assistants still fail when they cannot determine which update currently governs the answer.

Agent Skill Handoffs, Record Authority, and Approval Laundering
The Task Was Done. The User Never Approved What Happened Next.
APEX shows how an AI handoff record can mix genuine progress with fabricated approval, causing later skills to treat agent-written state as user authority.

AI Gateway Workflow Authority and Template Sandbox Escape
The User Could Author a Workflow. The Template Engine Gave Them the Host.
GitLab’s critical AI Gateway flaw shows how valid workflow-authoring authority can cross a template boundary and become unauthorized host execution.
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FRAMEWORK
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