When AI Can Fake the Receipt, Dispute Evidence Breaks
AI-generated fakes are already 70% of flagged expense fraud, and agent commerce is about to automate the resolution layer that assumes receipts are real.
The Missing Authorization Layer in Agent Payments
Every agent payment protocol solved 'who paid.' None of them solved 'who said they could' at the protocol level. Working on dispute evidence across three protocols is how I found the gap.
ai & mlTabular Foundation Models Are Coming for Your Risk Team
NVIDIA's Kumo Tabular compresses months of model-building into one forward pass. The catch is that regulators still want to see the math.
ai & mlAI Agents Are a New Risk Type
Token spend, agent identity, and model routing don't fit existing risk categories. Financial institutions need a new one.
ai & mlWhy Accuracy Is the Wrong Metric for Fraud Detection
Your fraud model scores 99.9% accuracy on the test set. That number is real, defensible, and completely useless.