Failure Modes in RAG Systems
Why retrieval quality and ranking calibration dominate downstream generation quality.
2025-10-06
Most RAG failures are retrieval and ranking failures before generation even starts.
Key takeaways
- Improve retrieval diagnostics first
- Track calibration drift over time
- Evaluate latency-quality tradeoff explicitly