AI legal assistants don't harm learning

A linked item in the roundup reports evidence that using AI for legal research and routine work does not reduce later comprehension of material. If replicated, this suggests professional use of AI may augment productivity without eroding domain knowledge. — If true, it weakens a major argument for strict bans on professional AI tools and affects education policy, bar‑exam standards, and workplace regulation.