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Documentation Index

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

Use this file to discover all available pages before exploring further.

Operator / Platform Errors

Definition

Recommendation/ranking system’s optimization target (engagement, watch-time, MSI, ad revenue) provably overrides a stated safety constraint at the ranking layer.

Anchor incidents (12)

The Christchurch shooter and YouTube’s radicalization trap

primary — AIID #89 · 2019-03-15

YouTube Recommendations Implicated in Political Radicalization of User

primary — AIID #263 · 2015-09-01

YouTube Recommendations Allegedly Promoted Radicalizing Material Contributing to Terrorist Acts

primary — AIID #476 · 2015-11-13

Russia Reportedly Using Artificial Intelligence in Disinformation Campaigns to Erode Western Support for Ukraine

primary — AIID #602 · 2023-10-02

Alleged License Plate Recognition Errors in Christchurch Lead to Wrongful Parking Fines

primary — AIID #925 · 2024-10-15

Purported AI-Generated Image of Explosion Near Pentagon Reportedly Triggers Brief Market Dip and Public Confusion

secondary — AIID #543 · 2023-05-22

Many Purported Political Deepfakes Reportedly Circulating in Run-up to 2024 Pakistani General Elections

secondary — AIID #671 · 2024-02-08

Purported Deepfake Targets Olena Zelenska in Alleged Russian Disinformation Campaign

secondary — AIID #755 · 2024-07-03

Purported Deepfake Audio Allegedly Impersonates U.S. Secretary of State Marco Rubio in Starlink Disinformation Campaign

secondary — AIID #974 · 2025-03-04

Alleged Deepfake Video Depicts Former President of Kenya Uhuru Kenyatta Announcing 2027 Presidential Bid

secondary — AIID #1025 · 2024-03-18

Alleged Deepfake Video Depicts Former Malaysian Inspector-General of Police Tan Sri Acryl Sani Abdullah in Financial Misconduct Context

secondary — AIID #1116 · 2025-06-20

Purportedly AI-Generated Image of British Army Colonels Captured in Ukraine Reportedly Circulates in Russian Media

secondary — AIID #1168 · 2025-08-04

Tags

eu-ai-act · misinformation

Cite

SVRNOS. (2026). GER-423: Recommender Optimization Override. Governance Error Register. https://docs.svrnos.com/ger/codes/423