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The Hidden Bias: Is Trustpilot Selling Credibility to the Highest Bidder?

The Hidden Bias: Is Trustpilot Selling Credibility to the Highest Bidder?

by Dave Snyper | Nov 25, 2025 | All, Justice, Leadership

FACEBOOK’S MODERATION SYSTEM: WHEN ALGORITHMS FAIL AND LEADERSHIP HIDES

FACEBOOK’S MODERATION SYSTEM: WHEN ALGORITHMS FAIL AND LEADERSHIP HIDES

by Dave Snyper | Nov 20, 2025 | All, Artificial Intelligence, Social Media

Pinterest’s moderation fail: ~78% of appealed account suspensions were reinstated — the evidence

Pinterest’s moderation fail: ~78% of appealed account suspensions were reinstated — the evidence

by Dave Snyper | Sep 22, 2025 | All, Social Media

Pinterest’s own transparency reports reveal a troubling pattern: when users appeal account suspensions, a very large share are later reinstated. That points to a high false-positive rate in Pinterest’s automated enforcement — a systemic problem with real legal,...
Pinterest Imposed a Manual Shadow Ban on These Accounts

Pinterest Imposed a Manual Shadow Ban on These Accounts

by Dave Snyper | Sep 22, 2025 | Social Media

1. What the data shows Account 1 (first graph): Healthy impressions around 30k–45k per day until May 10th, when impressions dropped by ~80–90% overnight and stayed low. Account 2 (second graph): Growth until May 10–11, hitting a peak of around 7k daily impressions,...
The Alpha Code

The Alpha Code

by Dave Snyper | Sep 21, 2025 | All, Alpha Code Series

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