The retrieval lead wants your four demonstrations delet...

Do not argue based on priorities. Since demonstrations and retrieved chunks compete for the same prefill FLOPs and KV bytes, the trade-off is mathematically decidable. Demonstrations are nearly free under prefix caching, while every retrieved chunk incurs a cost on every request. Propose an experiment measuring both grounded accuracy and sensitivity, as deleting demonstrations may introduce variance that recall metrics fail to capture.