B
Evidence Grade B
Graded
under review
Safe to Cite
Current
80%
80% -- share of people expressing concerns about ai transparency for global consumers (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
80%
Unit
Percentage
Data Vintage
2026
Entity
Geography
Global
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Jobin et al. meta-analysis
Primary
Tier C
https://atlaslive.tech/content-hub/how-ai-is-revolutionizing-responsible-gaming-and-player-protectio… ↗
Source Article
How AI is Revolutionizing Responsible Gaming and Player Protection: Atlaslive’s Perspective
Original Research
Jobin et al. meta-analysis
· Original study ↗
Methodology
Cites meta-analysis by Jobin et al; no specific figure beyond 'over 80%'
Methodology documented
Segmentation
Industrymarketing
RegionGlobal
Cite this stat
Plain Text
global consumers: 80% share of people expressing concerns about ai transparency. Source: Jobin et al. meta-analysis (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-transparency-concerns-global
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<blockquote cite="https://lighthousedata.io/data/ai-transparency-concerns-global" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- share of people expressing concerns about ai transparency for global consumers<br><small>Source: Jobin et al. meta-analysis (2026) · <a href="https://lighthousedata.io/data/ai-transparency-concerns-global" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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