AI
Why Is AI Content Detection Accuracy Debated?
Detection tools measure statistical patterns, not truth, causing consistent false positives that disrupt legitimate workflows and erode trust in automated systems.
model drift
Everything Sandbox Desk has reported about model drift: 2 stories, newest first. Part of our AI coverage.
AI
How AI Model Monitoring Works: The Hidden Mechanics
Monitoring detects statistical drift, not logical errors, meaning a model can be statistically stable while producing harmful or incorrect outputs that bypass standard checks.