Joshua Francis

Research, Broken Down

Important AI research papers, broken down into clear, actionable takeaways. Built for business leaders who need to know what new findings mean for their products, teams, and risk.

AI Reliability

The Verification Mirage

May 12, 2026 · 6 min read

AI ReliabilityPaper breakdown

Medical AI is checking its own work. Researchers just proved that means almost nothing, and in many cases, makes things worse.

Takeaway: If your AI system uses self-verification as a safety check, you may not have a safety check at all.

Read breakdown

Want help translating research into product decisions?

I help teams cut through AI hype and build systems that actually work.

Get in Touch