ECO-AIM-AI-008 — Re-training without drift detection¶

Category: AI/ML (AIM)
Family: AI (AI)
Layer: AI
Tier: 3
Severity: warning
Tags: ai, training
Legacy ID: ECO-AI-008

Summary¶

Training without drift checks wastes compute and introduces risk.

Training should be triggered by need, not habit.

{
  "confidence": 0.6,
  "notes": "High compute waste risk.",
  "type": "cost"
}

{
  "languages": [
    "org"
  ],
  "method": "config"
}

{
  "guidance": "Add drift detection and training triggers.",
  "tradeoffs": "Monitoring complexity."
}

{
  "system_layers": [
    "ai"
  ]
}