Back to Resources
Thought Leadership

The AI Trust Crisis: Why Citations Are the Only Currency

Mark CunninghamMark Cunningham
August 15, 2025
6 min read

Generative AI has a lying problem. And for government, that's not just a bug—it's a liability.

Recent trials in the public sector have exposed the dangers of "black box" models. When a chatbot hallucinates a policy that doesn't exist, or invents a legal precedent, it erodes decades of public trust in seconds. We are in the middle of a Trust Crisis. 60% of executives cite accuracy as their top barrier to AI adoption.

Provenance as the New Standard

The solution isn't "better prompting" or "larger models"; it is Verified Provenance. This is why Cited Answers AI is becoming the non-negotiable standard for professional knowledge work. Users need to verify. They need to click the link and see the original government PDF. They need to check the date. They need to trust.

The "No-Link, No-Trust" Rule

True Verified AI operates on a simple principle: If it's not in the source text, it doesn't exist. It refuses to guess. If the answer isn't in your document base, it says "I don't know." In policy work, "I don't know" is infinitely better than a plausible lie. See how we audit this.

Mark Cunningham

Mark Cunningham

Founder & CEO

Building the future of verified research. Previously solving data problems for enterprise. Obsessed with RAG, sovereignty, and clean code.

Make your research answerable.

Stop letting your insights get lost in PDFs. Turn your archive into an intelligent expert today.

Book a Demo