---
id: "framework-costs-of-ai-visibility"
type: "framework"
source_timestamps: ["§ Why Employees Keep Quiet"]
tags: ["employee-psychology", "risk-assessment"]
related: ["concept-efficiency-tax", "claim-stigma-drives-silence"]
steps: ["Assess Reputational Cost (stigma and perceived capability)", "Assess Workload Cost (risk of the efficiency tax)", "Assess Replaceability Cost (risk of workflow extraction and automation)"]
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"
---
# The Three Costs of AI Visibility

A diagnostic framework explaining the rational calculation employees make when deciding whether to disclose their AI workflows. This is the analytical core that makes hiding *rational* (see [[contrarian-ai-silence-is-rational]]). Employees weigh three specific costs:

1. **Reputational Cost** — *Will colleagues or superiors view me as less capable, or discredit my work because a 'computer' did it?* Grounded in [[claim-stigma-drives-silence]] (Anthropic's 69% stigma finding).
2. **Workload Cost** — *Will my efficiency gains be treated as spare capacity and filled with more undesirable work?* This is the [[concept-efficiency-tax]], evidenced by [[claim-efficiency-tax-causes-hiding]] and voiced in [[quote-efficiency-tax]].
3. **Replaceability Cost** — *Will the organization use enterprise tools to map my methods, extract my accumulated knowledge, and hand my job to someone else or automate it entirely?* This is why tools backfire in low trust ([[claim-tools-amplify-trust]], [[contrarian-governance-increases-hiding]]).

Each leadership commitment in [[framework-leadership-commitments-for-disclosure]] maps to lowering one or more of these costs. When all three costs exceed the perceived benefit of sharing, silence follows — and, per [[quote-trust-battle-lost]], the organization has already lost the trust battle.

**Enrichment:** This maps cleanly onto trust typologies (capability, communication, character trust) — the framework primarily engages communication trust and character/replacement fears, with capability trust also relevant in AI rollouts.