R0041/2026-03-28/Q002/SRC06
FINRA 2026 Annual Regulatory Oversight Report — GenAI governance and compliance expectations.
Source
| Field |
Value |
| Title |
GenAI: Continuing and Emerging Trends (2026 FINRA Annual Regulatory Oversight Report) |
| Publisher |
FINRA |
| Author(s) |
FINRA |
| Date |
2025-12 |
| URL |
https://www.finra.org/rules-guidance/guidance/reports/2026-finra-annual-regulatory-oversight-report/gen-ai |
| Type |
Regulatory guidance |
Summary
| Dimension |
Rating |
| Reliability |
High |
| Relevance |
Medium |
| Bias: Missing data |
Low risk |
| Bias: Measurement |
N/A |
| Bias: Selective reporting |
Low risk |
| Bias: Randomization |
N/A — not an RCT |
| Bias: Protocol deviation |
N/A — not an RCT |
| Bias: COI/Funding |
Low risk |
Rationale
| Dimension |
Rationale |
| Reliability |
Official FINRA regulatory document. Authoritative for financial services AI governance. |
| Relevance |
Addresses AI governance including hallucination and bias risks but not sycophancy specifically. |
| Bias flags |
Regulatory document with no commercial bias. |
| Evidence ID |
Summary |
| SRC06-E01 |
FINRA addresses hallucination and bias in AI governance but not sycophancy specifically |