Tagged articles

Bayesian probability

3 articles · Page 1 of 1
Model Perspective
Model Perspective
Sep 10, 2026 · Industry Insights

Why 'I'll Expose You' Works Without Secrets: Asymmetric Costs of Public Shaming

This article analyzes a student's threat to expose a benefactor who stopped funding after five years, using linguistic analysis, game theory, and Bayesian probability to show how vague exposure threats exploit asymmetric explanation costs, turning reputation into a weapon regardless of actual secrets.

Bayesian probabilityasymmetric informationcritical thinking
0 likes · 11 min read
Why 'I'll Expose You' Works Without Secrets: Asymmetric Costs of Public Shaming
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Aug 4, 2025 · Artificial Intelligence

Why Most Anomaly Detection Alerts Miss the Mark: The Hidden Bayesian Truth

This article explores how modern monitoring at Alibaba integrates data science and machine learning to define anomalies, reviews major detection techniques, examines challenges like seasonality, heteroscedasticity and complex cycles, evaluates detection performance with ROC analysis, and reveals why alerts often have only a 2% chance of indicating a true anomaly.

Bayesian probabilityanomaly detectionfalse positives
0 likes · 12 min read
Why Most Anomaly Detection Alerts Miss the Mark: The Hidden Bayesian Truth