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Documentation Index

Fetch the complete documentation index at: https://docs.svrnos.com/llms.txt

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Structural Moves

Definition

AI infers sensitive attributes (political alignment, demographic, romantic status, medical status) on one surface and acts on that inference through a different surface (pricing, ad delivery, content ranking) without crossing the original consent boundary.

Distinct from

  • GER-329 — Sensitive attribute inferred and used cross-surface without consent boundary → this code. Direct training-data ingestion without license → GER-329.

Anchor incidents (26)

Chinese Tech Firms Allegedly Developed Facial Recognition to Identify People by Race, Targeting Uyghur Muslims

primary — AIID #107 · 2018-07-20

Chinese Insurer Ping An Employed Facial Recognition to Determine Customers’ Untrustworthiness, Which Critics Alleged to Likely Make Errors and Discriminate

primary — AIID #235 · 2016-04-15

Chinese Province Developed System Tracking Journalists and International Students

primary — AIID #438 · 2021-09-17

AI-Powered Chinese Surveillance Campaign 'Peer Review' Used for Real-Time Monitoring of Anti-State Speech on Western Social Media

primary — AIID #939 · 2025-02-21

Images of Black People Labeled as Gorillas

secondary — AIID #16 · 2015-06-03

Amazon's Experimental Hiring Tool Allegedly Displayed Gender Bias in Candidate Rankings

secondary — AIID #37 · 2016-08-10

COMPAS Algorithm Reportedly Performs Poorly in Crime Recidivism Prediction

secondary — AIID #40 · 2016-05-23

Predictive Policing Biases of PredPol

secondary — AIID #54 · 2015-11-18

Police Departments Reported ShotSpotter as Unreliable and Wasteful

secondary — AIID #112 · 2012-10-09

Optum Algorithmic Health Risk Scores Reportedly Underestimated Black Patients' Needs

secondary — AIID #124 · 2019-10-24

Justice Department’s Recidivism Risk Algorithm PATTERN Allegedly Caused Persistent Disparities Along Racial Lines

secondary — AIID #154 · 2022-01-26

Predictive Policing Program by Florida Sheriff’s Office Allegedly Violated Residents’ Rights and Targeted Children of Vulnerable Groups

secondary — AIID #195 · 2015-09-01

WeChat’s Machine Translation Gave a Racist English Translation for the Chinese Term for “Black Foreigner”

secondary — AIID #216 · 2017-10-10

Unreliable ShotSpotter Audio Previously Used to Convict Chicago Man in Murder Case

secondary — AIID #255 · 2020-05-31

DUI Arrest Case Allegedly Based Only on ShotSpotter's Alert

secondary — AIID #256 · 2021-11-07

Police Reportedly Deployed ShotSpotter Sensors Disproportionately in Neighborhoods of Color

secondary — AIID #257 · 2012-05-04

Virginia Courts’ Algorithmic Recidivism Risk Assessment Failed to Lower Incarceration Rates

secondary — AIID #274 · 2003-07-01

Unreliable ShotSpotter Audio Convicted Black Rochester Man of Shooting Police

secondary — AIID #429 · 2016-04-01

ShotSpotter Failed to Alert Authorities of Mass Shooting in North Carolina

secondary — AIID #446 · 2023-01-01

Workday's AI Tools Allegedly Enabled Employers to Discriminate against Applicants of Protected Groups

secondary — AIID #489 · 2019-06-03

Gunshot Detection Technology ShotSpotter (now SoundThinking) Reportedly Only Has 47% Accuracy in Chicago System

secondary — AIID #637 · 2024-01-31

Alleged Gaggle Surveillance Alert Reportedly Leads to Arrest and Detention of 13-Year-Old Student in Fairview, Tennessee

secondary — AIID #1167 · 2023-08-15

Nigeria-Based YouTube Network Allegedly Uses AI Voiceovers and Anchors to Amplify Pro-Kremlin Narratives

secondary — AIID #1195 · 2025-09-01

Gaggle AI Monitoring at Lawrence, Kansas High School Reportedly Misflags Student Content and Blocks Emails

secondary — AIID #1213 · 2025-08-01

Gaggle Alert Reportedly Leads to Arrest of 15-Year-Old in Volusia County, Florida, for School Threat the Student Claimed Was Not Serious

secondary — AIID #1215 · 2025-09-12

ICE AI Resume Screening Error Allegedly Routed Inexperienced Recruits Into Inadequate Training Pathways

secondary — AIID #1343 · 2026-01-14

Tags

discrimination · privacy-violation

Cite

SVRNOS. (2026). GER-326: Cross-Surface Inference Leak. Governance Error Register. https://docs.svrnos.com/ger/codes/326