Tuesday, November 4, 2025

Navigating AI Litigation: A Bayesian Approach to Defending Algorithms™ – Part 2 | Houston Harbaugh, P.C.

The Daily AI Routine: Enhancing Business and IP Litigation with AI

In this installment of “Defending the Algorithm™,” attorney Henry M. Sneath, Esq. explores integrating AI tools into legal practice, particularly in business and IP litigation. This practical guide emphasizes the need for robust information management before deploying AI technologies, ensuring efficiency and accuracy. Lawyers face unique responsibilities regarding competence and confidentiality, making a structured approach essential.

Sneath shares insights on effective daily workflows, utilizing tools like Google Gemini and Westlaw Precision AI for comprehensive case analysis. He emphasizes the importance of organizing data to support AI, which can streamline document reviews and predictive analytics, ultimately improving client outcomes.

The post highlights that successful AI adoption hinges on solid information architecture and cohesive IT systems, rather than solely on the tools themselves. As legal professionals embrace AI, the focus must remain on maintaining ethical standards while enhancing practice efficiencies. Proper integration will revolutionize legal workflows, combining human judgment with AI capabilities.

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