E01¶


Research	R0057 — RLHF Yes-Men Claims v3
Run	2026-04-01
Claim	C020
Source	SRC01
Evidence	SRC01-E01
Type	Statistical

Data sovereignty, security, and compliance are primary private AI motivations; sycophancy not mentioned

URL: https://www.deepset.ai/blog/sovereign-ai-what-it-is-why-it-matters-and-how-to-build-it

Extract¶

VentureBeat reports nearly two-thirds of C-suite leaders consider AI/data sovereignty a necessity. Linux Foundation survey finds security (41%) and competitive advantage (37%) as top drivers. No survey mentions sycophancy or behavioral customization as a motivation for private AI.

Relevance to Hypotheses¶

Hypothesis	Relationship	Strength
H1	Supports	Directly addresses claim accuracy
H2	Supports	Allows for partial correctness
H3	Contradicts	Evidence contradicts material inaccuracy

Context¶

Multiple independent surveys converge on the same motivations.