---
id: "claim-governance-targets-wrong-problem"
type: "claim"
source_timestamps: ["¶6", "§ What Our Research Shows"]
tags: ["governance", "policy"]
related: ["concept-blameworthy-deviance", "claim-trust-predicts-hiding"]
confidence: "high"
testable: true
speakers: ["Eric Anicich", "Jeslyn Brouwers"]
sources: ["execution"]
sourceVaultSlug: "hbr-seg-execution"
originDay: 8
articleStem: "hbr-cl-76-employees-not-transparent-ai-usage"
sourceUrl: "https://hbr.org/2026/06/why-employees-arent-transparent-about-their-ai-usage"
sourceTitle: "Why Employees Aren’t Transparent About Their AI Usage"
---
# AI Governance Policies Target the Wrong Problem Regarding Shadow AI

**Claim (confidence: high, testable):** Most organizations respond to shadow AI with more governance — usage policies, approved-tool lists, monitoring. While necessary for security and compliance, this targets the wrong problem for *disclosure*.

**Evidence:** The authors' research shows that **neither having an AI policy nor having access to approved AI tools predicts whether employees withhold AI knowledge.** Governance addresses security; it does not address the psychological safety and trust deficits that actually drive hoarding (see [[claim-trust-predicts-hiding]]). The category error that follows — treating exploration as [[concept-blameworthy-deviance]] — makes the culture more punitive and drives use underground.

**Counter-perspective (enrichment, important):** Governance is *not* merely a distraction. The literature supports policy for security, compliance, and risk control — especially in regulated environments where undisclosed AI use creates privacy/confidentiality/model-output risks. The disagreement is about *sufficiency*: governance is necessary but insufficient to change disclosure behavior on its own. Guardrails and psychological safety are complements, not substitutes (see [[question-sanctioned-tool-extraction]]).


## Related across articles
- [[claim-policing-ai-impossible]]
- [[action-restrict-unstructured-inputs]]
- [[concept-ethical-stewardship]]