B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
16%
16% -- ai is rarely right for survey respondents (2026)
16% of surveyed U.S. adults who use workplace AI report that AI is rarely right without fixes.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
16%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
1,000
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
95
Source Trust
50
Citation Chain
20
Independence
30
Methodology
45
Freshness
86
Source
Connext Global
Primary
Tier A
https://www.hrdive.com/news/workplace-ai-not-reliable-human-oversight/812949/ ↗
Source Article
AI output will increasingly require more oversight, workers report
Dive Brief:
- Only 17% of U.S. adults said workplace artificial intelligence is reliable without human oversight, according to the recently released Connext Global 2026 AI Oversight Report. Thirty-five percent said reliability came from “AI plus light review” and an additional 35% said reliability c…
Original Research
Connext Global
· Original study ↗
Methodology
Survey conducted via third-party platform Pollfish in January.
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
survey respondents: 16% ai is rarely right. Source: Connext Global (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-rarely-right-frequency
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<blockquote cite="https://lighthousedata.io/data/ai-rarely-right-frequency" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>16%</strong> -- ai is rarely right for survey respondents<br><small>Source: Connext Global (2026) · <a href="https://lighthousedata.io/data/ai-rarely-right-frequency" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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