ECO-AIM-AI-009 — No evaluation before scaling model¶

Category: AI/ML (AIM)
Family: AI (AI)
Layer: AI
Tier: 3
Severity: warning
Tags: ai, evaluation
Legacy ID: ECO-AI-009

Summary¶

Scaling without evaluation wastes resources and can degrade outcomes.

Scale should follow evidence, not excitement.

{
  "confidence": 0.7,
  "notes": "Common governance gap.",
  "type": "cost"
}

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

{
  "guidance": "Require eval gates before scaling model size/traffic.",
  "tradeoffs": "Slower rollout."
}

{
  "system_layers": [
    "ai"
  ]
}