ECO-AIM-AI-003¶
Name: Re-embedding unchanged data
Category: AI/ML
Family: AI
Primary layer: ai
System layers: ai
Description¶
Recomputing embeddings for unchanged inputs wastes compute.
Impact¶
- confidence: 0.75
- notes: Common in RAG pipelines.
- type: cpu
Detection¶
- languages:
python - method: hybrid
Remediation¶
- guidance: Cache embeddings; invalidate on content change only.
- tradeoffs: Cache management.
Pattern examples¶
No pattern examples provided.
Remediation examples¶
No remediation examples provided.
Metadata¶
- catalog_version: 0.4.0