---
id: "counter-economic-pressure-rational"
type: "counter-perspective"
source_timestamps: ["Enrichment Overlay — Counter-Perspectives §5"]
tags: ["macroeconomics", "transitional-cost"]
related: ["claim-blanket-mandates-fail", "question-measuring-ai-roi"]
challenges: "The framing of board/executive 'do more with less' pressure as primarily harmful."
sources: ["adoption"]
sourceVaultSlug: "hbr-seg-adoption"
originDay: 9
articleStem: "hbr-edu-38-ai-workslop"
sourceUrl: "https://hbr.org/2026/01/why-people-create-ai-workslop-and-how-to-stop-it"
sourceTitle: "Why People Create AI “Workslop”—and How to Stop It"
---
# Economic Pressures & Cost-Cutting Can Be Rational

**Cost-cutting mandates can be rational.** Board and executive pressure to 'do more with less' drives AI mandates; some critics argue this is reasonable given macroeconomic conditions, and that workslop may be a *transitional cost* as organizations learn to use AI effectively.

A more balanced view than the source's framing recognizes that experimentation under pressure can yield long-term productivity gains — provided organizations iterate on norms and training. Relates to [[claim-blanket-mandates-fail]] and [[question-measuring-ai-roi]].