S02¶


Research	R0043 — Sycophancy Vocabulary
Run	2026-04-01
Query	Q002
Search	S02

WebSearch — Enterprise procurement specifications for AI accuracy and anti-sycophancy requirements

Summary¶

Field	Value
Source/Database	WebSearch
Query terms	enterprise AI procurement requirements accuracy over agreeableness independent validation challenge sycophancy specification 2025 2026
Filters	None
Results returned	10
Results selected	0
Results rejected	10

Selected Results¶

No results selected. Search produced general enterprise AI adoption guides and market trend reports, not procurement specifications with sycophancy-specific requirements.

Rejected Results¶

Result	Title	URL	Rationale
S02-R01	AI Regulation Changes 2025 - Promptfoo	https://www.promptfoo.dev/blog/ai-regulation-2025/	Regulatory overview, not procurement spec
S02-R02	AI Regulations 2026 Guide - Sombra	https://sombrainc.com/blog/ai-regulations-2026-eu-ai-act	General guide
S02-R03	AI Sycophancy 2025 - AI2Work	https://ai2.work/technology/ai-tech-south-park-ai-sycophancy-2025/	Commentary, not procurement
S02-R04	Enterprise AI Adoption 2026 - StackAI	https://www.stackai.com/insights/enterprise-ai-adoption-2026-trends-benchmarks-and-best-practices-for-scalable-success	Market trends
S02-R05	State of AI in Procurement 2026	https://artofprocurement.com/blog/state-of-ai-in-procurement	AI used in procurement, not procurement of AI
S02-R06	Procurement Predictions 2026	https://www.getfocalpoint.com/the-future-of-procurement-trends-and-predictions-for-2026/	Same mismatch
S02-R07	State of Enterprise AI 2025 - OpenAI	https://cdn.openai.com/pdf/7ef17d82-96bf-4dd1-9df2-228f7f377a29/the-state-of-enterprise-ai_2025-report.pdf	Vendor report
S02-R08	Enterprise AI Implementation 2026	https://ssntpl.com/enterprise-ai-implementation-complete-2026-guide/	Implementation guide
S02-R09	Enterprise AI Agents 2026	https://onereach.ai/blog/what-shapes-enterprise-ai-agents-in-the-future/	Product marketing
S02-R10	AI Tech Trends 2026 - IBM	https://www.ibm.com/think/news/ai-tech-trends-predictions-2026	Trend predictions

Notes¶

This search was designed to find actual procurement specifications with sycophancy-related requirements. The absence of results is itself a finding: enterprise procurement has not yet formalized requirements around AI agreement-seeking behavior. The search confirms that governance and accuracy are procurement concerns, but sycophancy-specific provisions have not materialized in procurement language.