R0048/2026-04-01/Q003/SRC03

Research	R0048 — Corporate AI Training
Run	2026-04-01
Query	Q003
Search	S01
Result	S01-R02
Source	SRC03

DOL AI Literacy Framework — Hallucination Naming (cross-referenced from Q001)

Source

Field	Value
Title	U.S. Department of Labor AI Literacy Framework
Publisher	U.S. Department of Labor
Author(s)	DOL/ETA
Date	2026-02-13
URL	https://campustechnology.com/articles/2026/03/05/us-department-of-labor-defines-5-key-areas-of-ai-literacy.aspx
Type	Government framework

Summary

Dimension	Rating
Reliability	High
Relevance	High
Bias: Missing data	Low risk
Bias: Measurement	N/A
Bias: Selective reporting	Low risk
Bias: Randomization	N/A — not an RCT
Bias: Protocol deviation	N/A — not an RCT
Bias: COI/Funding	Low risk

Rationale

Dimension	Rationale
Reliability	Official U.S. government framework. High institutional credibility.
Relevance	Directly relevant — names hallucination as a training topic. The question is how it characterizes the problem.
Bias flags	Low risk across all domains.

Evidence Extracts

Evidence ID	Summary
SRC03-E01	DOL names "hallucinations and accuracy limits" as training topic under "Understand AI Principles" — naming without characterization