AI Ethics & Privacy

34 articles

AI Ethics

AI Sentencing Bias: The 3-Way Fairness Trap

COMPAS risk scores are mathematically incapable of being fair to every group at once, yet they still shape sentencing, parole, and prison classification across the US. A decade after ProPublica's

Stuart Kerr ·
AI News

Bias Mitigation: Why Guardrails Still Fail

AI bias mitigation faces a hard new deadline: the EU AI Act requires documentation from August 2026. Here's why fixing bias is genuinely, mathematically difficult — and why governance is

Stuart Kerr ·
AI News

Facial Recognition: The 2026 Trust Gap

Greater AI knowledge correlates with less trust in police facial recognition, not more, and the evidence explains why: a 40-fold error-rate disparity across demographic groups and at least eight wrongful

Stuart Kerr ·
AI Ethics

AI Gender Bias: The 2019 Warning

AI gender bias runs deeper than Siri's default female voice. UNESCO documented how it reinforces submissive norms at scale, and the same patterns show up in hiring algorithms and image

Stuart Kerr ·
AI & Society

AI Shadow Ban: 2023 Proof It Works

An AI shadow ban leaves your posts visible but invisible to everyone else, with no notification and no appeal. Here's how algorithmic suppression evolved from myth into method, and why

Stuart Kerr ·
AI Ethics

AI Genetic Genealogy: 60% Match Rate

AI genetic genealogy can identify a relative for 60% of people from just 1% of a population's DNA, even those who never tested. Here's the consent problem no regulation has

Stuart Kerr ·
AI Ethics

AI Digital Resurrection: 3-Second Clone

AI digital resurrection now clones a voice from 3 seconds of audio and reconstructs the dead as interactive companions. Here's the grief science, the legal gap, and why the dead

Stuart Kerr ·