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ECO-AIM-AI-008

Name: Re-training without drift detection

Category: AIM

Family: AI

Primary layer: ai

System layers: ai

Description

Training without drift checks wastes compute and introduces risk.

Impact

  • confidence: 0.6
  • notes: High compute waste risk.
  • type: cost

Detection

  • languages:
  • org
  • method: config

Remediation

  • guidance: Add drift detection and training triggers.
  • tradeoffs: Monitoring complexity.

Pattern examples

No pattern examples provided.

Remediation examples

No remediation examples provided.