Model Behavior Analysis
Monitor model outputs for anomalies, drift, and behavioral changes
12
Models Monitored
23
Anomalies Detected
3
Drift Warnings
99.5%
Model Uptime
Model Performance Drift
Baseline
Current
Performance Degradation Detected
Model accuracy has dropped below threshold after 18:00. Investigating potential data distribution shift.
Anomaly Detection
45
Total Anomalies
0.72
Peak Score
16:00
Peak Time
Detected Patterns
Increased Hallucinations
highModel generating factually incorrect information at 3x baseline rate
156 occurrences
2 hours ago
Response Time Degradation
mediumAverage response time increased by 25ms during peak hours
89 occurrences
15 mins ago
Prompt Injection Attempts
criticalDetected attempts to override system prompts with malicious instructions
42 occurrences
1 hour ago
Model Status
GPT-Shield v3.2
activeAnomalies:
12
Drift:
3.2%
Vision-Guard Pro
warningAnomalies:
28
Drift:
8.5%
Audio-Sentinel
activeAnomalies:
5
Drift:
1.8%
MultiModal-Defender
criticalAnomalies:
45
Drift:
15.2%