How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Mythos 5: The Determinism Problem

calendar_today October 16, 2026 person david.lindner@contrastsecurity.com (David Lindner, Chief Information Security Officer) domain contrast-security

In May we published what AI security scanning actually costs. Three scanners on one codebase agreed on 5% of findings. One scanner run three times reproduced 17% of its own results.

open_in_new Read original post