LLMs Remember Everything: Why New AI Research Raises Urgent Privacy and Security Questions for Legal

For years, embeddings have been treated by the legal community as harmless, anonymized data. Instead, every prompt produces a unique internal representation, and that representation can be used to reconstruct the exact original text.