R0043/2026-03-28/Q002/S01
WebSearch — Enterprise procurement and regulatory requirements for AI accuracy/overreliance
Summary
| Field |
Value |
| Source/Database |
WebSearch (two queries) |
| Query terms |
(1) regulated industry AI deployment standards "overreliance" requirements healthcare defense finance 2024 2025; (2) enterprise procurement AI requirements "output accuracy" "hallucination rate" "truthfulness" benchmarks specifications RFP |
| Filters |
None |
| Results returned |
20 |
| Results selected |
3 |
| Results rejected |
17 |
Selected Results
| Result |
Title |
URL |
Rationale |
| S01-R01 |
EU AI Act Article 14 |
https://artificialintelligenceact.eu/article/14/ |
Primary legislation with automation bias requirements |
| S01-R02 |
NIST AI RMF |
https://www.nist.gov/itl/ai-risk-management-framework |
U.S. government framework with overreliance risk identification |
| S01-R03 |
AIR 2024 taxonomy |
https://arxiv.org/html/2406.17864v1 |
Cross-jurisdictional risk taxonomy identifying coverage gaps |
Rejected Results
| Result |
Title |
URL |
Rationale |
| S01-R04 |
Various regulatory overviews and commercial guides |
Multiple |
17 results rejected: regulatory summaries without specific sycophancy-adjacent requirements; commercial AI procurement guides; general compliance frameworks |
Notes
Enterprise procurement specifications for AI are largely proprietary. Public-facing regulatory guidance focuses on general AI governance rather than specific behavioral requirements like anti-sycophancy. The most specific requirements found are in the EU AI Act and FDA CDS guidance.