The article's specific authorship and any institutional backing remain undisclosed beyond its National Law Review publication. The guidance addresses real-time friction points in live negotiations but does not reference specific case studies or reported disputes involving AI-assisted counterparties.
Attorneys should monitor this trend as AI contract tools mature beyond basic automation into contextual analysis and pattern recognition. The practical question of disclosure—whether parties must affirmatively state they are using AI in negotiations—remains unsettled. As adoption accelerates in 2026, counterparties will increasingly deploy these systems, making transparency and expectation-setting essential negotiation skills. Firms should establish internal protocols for when and how to disclose their own AI use and develop strategies for identifying and adapting to counterparties' AI-driven positions.