Articles

Technical writing on inference-time observability, control-plane mechanics, and why black-box AI fails under pressure in high-stakes systems.

[ TECHNICAL ARTICLE ]

How Ontic Reads the Model

AI Neurosurgery

A first look at inference-time observability: the signals Ontic uses to inspect token confidence, entailment, stability, and causal drift before unsupported output reaches operations.

Read article →