Refining, Not Replacing: How to Master Strategic Editing with AI—Webinar

Deploying artificial intelligence in legal drafting yields the best results when practitioners use it to refine and challenge human writing rather than replace human judgment entirely.

In a recent webinar with Today’s Managing Partner, Ross Guberman, Founder and CEO of BriefCatch, discussed how legal leaders can leverage generative AI as a sophisticated editing partner. The session, “AI is Your Second Editor: Improving Clarity, Persuasion and Precision,” detailed actionable frameworks for legal editing—focusing on structural analysis, persuasion techniques, style optimization, and hallucination prevention—while maintaining human control over final work product.

Guberman emphasized the psychological shift and practical boundary needed when integrating AI into drafting workflows.

“There are a lot of really incredible and stimulating things you can do these days with AI without losing your own voice and without…ceding control over the writing and editing process,” he said.

Key takeaways from the session:

• Implement “chain prompting” for structural overhauls: Avoid generic requests like “improve organization.” Instead, run a multi-step sequence that first dissects the draft into a one-sentence-per-section autopsy, evaluates logical gaps or redundancies, presents structural ordering options with pros and cons, and finally rewrites point headings.
• Stress-test arguments through adversarial role-playing: Enhance persuasiveness by prompting the model to act as “brilliant opposing counsel” to generate aggressive counterarguments. Follow up by instructing the AI to act as a neutral judge to flag which counterargument poses the greatest threat and suggest precise pre-emptive edits to neutralize the vulnerability.
• Demand “change logs” to improve output and oversight: Instruct the AI to explicitly list every edit it made with a brief explanation, as well as edits it considered making but ultimately rejected. Forcing the model to “show its work” produces higher-quality stylistic output and keeps the attorney in full control.
• Separate style refinement from factual verification: AI model guardrails cannot substitute for external legal validation. Because editing workflows—not just initial drafting—can inadvertently introduce altered quotes or inaccurate holdings, attorneys must cross-reference case citations against external legal databases using specialized verification tools.

Transforming legal writing into a compelling, precise instrument requires viewing AI as an interactive sparring partner. Watch the full recording to learn how to apply advanced prompting techniques to your firm’s editing workflows.

Read more about legal writing in Ross Guberman’s Today’s Managing Partner columns here.