---
id: "quote-algorithms-mirror-culture"
type: "quote"
source_timestamps: ["§ How to Develop a Country-Level AI Strategy"]
tags: ["ai-ethics", "bias"]
related: ["concept-cultural-algorithmic-bias"]
speaker: "Yasuhiro Yamakawa and Thomas H. Davenport"
speakers: ["Yasuhiro Yamakawa", "Thomas H. Davenport"]
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-cl-94-ai-strategy-beyond-us-china"
sourceUrl: "https://hbr.org/2025/12/your-ai-strategy-needs-to-expand-beyond-the-u-s-and-china"
sourceTitle: "Your AI Strategy Needs to Expand Beyond the U.S. and China"
---
# Algorithms mirror cultural assumptions

> "Algorithms, of course, mirror their builders' cultural assumptions. What counts as competent or efficient varies."

— [[entity-yasuhiro-yamakawa]] and [[entity-thomas-h-davenport]]

A concise explanation of why AI tools fail when exported without modification: they carry the invisible cultural baggage of their creators. This is the definitional statement of [[concept-cultural-algorithmic-bias]].