---
type: "synthesis"
tags: ["synthesis", "workforce", "framing", "tension"]
sources: ["execution"]
id: "cross-augmentation-vs-replacement"
sourceVaultSlug: "hbr-seg-execution"
originDay: 8
articleStem: "hbr-seg-execution"
sourceUrl: "(unified vault: 7 sources)"
sourceTitle: "HBR — Firm Ⅱ-C · Execution quality — correct execution of AI"
---
## The same tension, three vantage points

How leaders frame AI's relationship to jobs shapes whether AI actually works:

- **A062 (the prescription)**: [[action-frame-ai-positively]] — communicate AI as freeing people for higher-value work; resize via [[action-use-attrition|attrition]] not [[concept-anticipatory-ai-layoffs|anticipatory layoffs]]. [[entity-klarna-d8]] is the cautionary tale of over-cutting.
- **A093 (the aspiration)**: [[quote-human-empowerment|'gen AI as a story of human empowerment, not human replacement']] — yet Fauber also envisions a narrower, less pyramidal org ([[question-workforce-reduction]]). The framing and the trajectory are in tension.
- **A076 (the employee's reality)**: workers don't believe the empowerment story. The Replaceability Cost in [[framework-costs-of-ai-visibility]] and the [[concept-efficiency-tax]] mean employees rationally hide AI to avoid being mapped and replaced.

## The synthesis

A093's aspiration and A062's prescription both say 'augmentation.' A076 exposes the credibility gap: employees have watched efficiency get taxed and knowledge get extracted, so the augmentation message is disbelieved unless the incentive structure changes. The corpus's implicit deal: augmentation framing is *only* credible if paired with (a) attrition-not-layoffs (A062), (b) reinvesting saved time rather than taxing it (A076's commitment #2), and (c) real reskilling. Framing without incentive change reads as spin — which drives the very hiding that traps ROI ([[cross-roi-leakage-attribution]]).