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R0048/2026-04-01/Q003/S01
Research R0048 — Corporate AI Training
Run 2026-04-01
Query Q003
Search S01

WebSearch — Hallucination in corporate AI training content

Summary

Field Value
Source/Database WebSearch
Query terms corporate AI training hallucination warning employees AI fabrication accuracy errors
Filters None
Results returned 10
Results selected 2
Results rejected 8

Selected Results

Result Title URL Rationale
S01-R01 IAPP — Hallucinations governance https://iapp.org/news/a/hallucinations-in-llms-technical-challenges-systemic-risks-and-ai-governance-implications Most sophisticated governance analysis of hallucination
S01-R02 DOL AI Literacy Framework (cross-referenced from Q001) Names hallucination as training topic

Rejected Results

Result Title URL Rationale
S01-R03 IntuitionLabs — AI hallucinations business https://intuitionlabs.ai/articles/ai-hallucinations-business-causes-prevention Commercial blog, less rigorous
S01-R04 NatLawReview — Hallucination risks https://natlawreview.com/article/ai-hallucinations-are-creating-real-world-risks-businesses Legal analysis, not training content
S01-R05 Palo Alto Networks — Hallucinations https://www.paloaltonetworks.com/cyberpedia/what-are-ai-hallucinations Security vendor definition, not training
S01-R06 eLearning Industry — Hallucinations in L&D https://elearningindustry.com/what-are-the-hidden-risks-of-ai-hallucinations-in-ld-content About hallucination risks in training content, not training about hallucinations
S01-R07 PwC — AI hallucinations https://www.pwc.com/us/en/tech-effect/ai-analytics/ai-hallucinations.html Inaccessible (403)
S01-R08 Catapult — Hallucinations in HRIS https://letscatapult.org/ai-hallucinations-in-hris-why-verification-matters-and-how-to-keep-your-ai-on-track/ HR-specific, narrow scope
S01-R09 IBM — Hallucinations cybersecurity https://www.ibm.com/think/insights/ai-hallucinations-pose-risk-cybersecurity Security-specific
S01-R10 Fisher Phillips — Hallucinations business https://www.fisherphillips.com/en/news-insights/ai-hallucinations-could-cause-nightmares-for-your-business.html Legal guidance, not training content

Notes

Search revealed extensive awareness of hallucination as a business risk but limited evidence of how training actually characterizes the problem versus how it should be characterized.