AI Assurance Blog by Synoptix

Scroll through our latest articles and thought leadership pieces around AI assurance.

Charles Choyce

AI Assurance

June 12, 2026

When human oversight isn’t enough: Governing AI in the real world

Human-in-the-loop AI sounds reassuring. It suggests that automation is not being left alone, that professional judgement remains in control, and that...

Author: Charles Choyce

AI Assurance

June 4, 2026

Accuracy is not assurance: Why AI test and evaluation is only the starting point

Test and evaluation is essential before deploying any trained AI system. It gives developers, buyers, and users evidence of how a model performs...