My agent confidently quoted a price from 40 days ago. The retrieval was perfect. The fact was dead.

The chunk it pulled said "Pro plan is $29/mo." High similarity to the question, top of the ranking, grammatical, on-topic. Everything a retriever is built to reward. The only problem: the plan had moved to $39 weeks earlier, and the $29 chunk had...