Skip to content

R0029/2026-03-27/Q002/H1

Research R0029 — Plural Voice Attribution
Run 2026-03-27
Query Q002
Hypothesis H1

Statement

Public sentiment is predominantly negative — surveys show majority distrust or negative attitudes toward AI-generated content.

Status

Current: Partially supported

Global data shows that more people distrust AI than trust it (54% unwilling to trust vs. 46% willing, KPMG 2025). In advanced economies specifically, distrust is even stronger (61% unwilling). However, this varies dramatically by region, and 83% see potential benefits, making "predominantly negative" an oversimplification.

Supporting Evidence

Evidence Summary
SRC01-E01 Only 46% globally willing to trust AI; 54% unwilling
SRC02-E01 Only 39% in US and 36% in Netherlands see AI as more beneficial than harmful

Contradicting Evidence

Evidence Summary
SRC01-E01 83% believe AI will deliver wide-ranging benefits; 66% use AI regularly
SRC03-E01 55% globally see AI as more beneficial than harmful (up from 52% in 2022); China at 83% positive

Reasoning

H1 captures an important truth — trust deficits are real, especially in advanced Western economies. But the hypothesis is too monolithic. The same KPMG survey that shows 54% distrust also shows 83% see benefits and 66% regular use. People can simultaneously distrust AI and use it, which makes "predominantly negative" an incomplete characterization.

Relationship to Other Hypotheses

H1 is accurate for advanced economies (US, Europe, Canada) but not globally. H3 better captures the full picture by acknowledging regional and contextual variation.