R0057/2026-04-01/C020 — Claim Definition¶
Claim as Received¶
Enterprises building private AI systems are doing it for data sovereignty and security reasons, not behavioral customization; sycophancy doesn't appear on the list of reasons.
Claim as Clarified¶
Enterprises building private AI systems are doing it for data sovereignty and security reasons, not behavioral customization; sycophancy doesn't appear on the list of reasons.
BLUF¶
Confirmed. Multiple surveys show data sovereignty (41%), regulatory compliance, security, and competitive advantage as primary drivers for private AI. No survey found includes sycophancy, behavioral customization, or output behavior control as motivations.
Scope¶
- Domain: AI sycophancy research
- Timeframe: Current (2024-2026)
- Testability: Verifiable against published research and public records
Assessment Summary¶
Probability: Very likely (80-95%)
Confidence: High
Hypothesis outcome: H1 is supported based on available evidence.
[Full assessment in assessment.md.]
Status¶
| Field | Value |
|---|---|
| Date created | 2026-04-01 |
| Date completed | 2026-04-01 |
| Researcher profile | Phillip Moore |
| Prompt version | Unified Research Methodology v1 |
| Revisit by | 2027-04-01 |
| Revisit trigger | If enterprises begin citing behavioral customization or sycophancy as a motivation |