PAPERS

The Verification Layer

The speed of AI generation has created a bottleneck for human judgment. What goes unverified becomes decision risk. AI workflows need a verification layer that runs at the speed of generation.

THE VERIFICATION LAYER · PAPER 01

Unverified Confidence

The gap between how sure an answer sounds and whether anyone checked it.

THE VERIFICATION LAYER · PAPER 02

Protection Against Decision Risk

How adversarial review lets verification keep pace with AI generation.