C012¶


Research	R0055 — RLHF Yes-Men Claims
Run	2026-04-01
Claim	C012

Claim: 82% of enterprises now have AI training programs

BLUF: Correct. A DataCamp/YouGov 2026 survey of 500+ US and UK enterprise leaders found 82% say their organization provides some form of AI training. However, the quality and maturity of these programs varies widely — only 35% have mature organization-wide programs.

Probability: Very likely (80-95%) | Confidence: Medium

Summary¶

Entity	Description
Claim Definition	Claim text, scope, status
Assessment	Full analytical product with reasoning chain
ACH Matrix	Evidence x hypotheses diagnosticity analysis
Self-Audit	ROBIS-adapted 5-domain audit

Hypotheses¶

ID	Hypothesis	Status
H1	Claim is accurate as stated	Inconclusive
H2	Claim is partially correct or correct with caveats	Supported
H3	Claim is materially wrong	Eliminated

Searches¶

ID	Target	Results	Selected
S01	enterprise AI training programs 82% 2026 survey	10	2

Sources¶

Source	Description	Reliability	Relevance
SRC01	DataCamp/YouGov 2026	Medium-High	High

Revisit Triggers¶

Updated DataCamp/YouGov survey with new figures; independent confirmation from Deloitte or Gartner