AI Hallucination Research › Audiences

Audiences

The same hallucination findings, viewed by who is affected. Each case study aggregates findings across the regulations relevant to that audience in that jurisdiction.

Practitioners
By profession

Lawyers, financial advisers, public auditors and other professionals who rely on AI for regulatory work. Case studies show concrete answers the AI got wrong and the regulator text that contradicts them.

10 case studies
Sectors × Departments
By firm function

Retail banking, life insurance, financial advisory, and other sub-sectors crossed with compliance, legal, risk and other departments. Cell-level view of who is most exposed.

39 case studies
AI Labs
For model providers

Per-regulation rich-narrative white papers written for AI model providers. Per-finding context, remediation framing, and partnership invitation.

4 published white papers