Without concrete examples of this high dimensional roulette gone wrong, this is more of a "potential pitfalls" article that's been dramatically framed as a warning about danger.

Had the article been framed as "Improving RAG Retrieval Beyond Basic Cosine Similarity," its insights would be aligned with its actual content.