system-drift - Institute for Systems Integrity

paper

Distance Distorts Signal in AI-Assisted Triage : Why Governance Fails Before the Algorithm Does

An ISI paper examining hidden governance risks in AI-assisted triage, including algorithmic drift, classification error, signal distortion, workflow workarounds, and leadership blind spots in healthcare systems.

paper

Why Oversight Fails Under Pressure: How system stress distorts visibility, weakens governance, and produces predictable outcomes

Governance systems are designed for stability. Under sustained stress, visibility distorts, oversight becomes selectively blind, drift normalises, and outcomes become predictable.