---
id: "entity-org-gw-trustworthy-ai-initiative"
type: "entity"
source_timestamps: ["enrichment"]
tags: ["academic-program", "secondary-source", "enrichment"]
related: ["entity-gil-appel", "concept-ai-magic-effect", "concept-ai-demystification"]
entityType: "organization"
canonicalName: "GW Trustworthy AI Initiative"
aliases: ["GW TAI"]
sources: ["adoption"]
sourceVaultSlug: "hbr-seg-adoption"
originDay: 9
articleStem: "hbr-edu-39-understanding-ai-not-embrace"
sourceUrl: "https://hbr.org/2025/07/why-understanding-ai-doesnt-necessarily-lead-people-to-embrace-it"
sourceTitle: "Why Understanding AI Doesn’t Necessarily Lead People to Embrace It"
---
# GW Trustworthy AI Initiative (GW TAI)

**GW Trustworthy AI Initiative (GW TAI)** — a George Washington University program that featured [[entity-gil-appel]]'s research on AI literacy and receptivity. *(Source: enrichment overlay, not the original article.)*

**Role for this vault:** The richest secondary source on *mechanism*. GW TAI states the finding is "not for the reasons one might suspect, like differences in perceptions of AI's capability, ethicality, or feared impact" (supporting [[claim-low-literacy-perception]]); describes low-literacy users *misattributing* human-like empathy/humor/creativity to AI and feeling awe (supporting [[concept-ai-magic-effect]] and [[claim-creative-task-gap]]); and uses the magic-trick analogy to explain [[concept-ai-demystification]].