ACEDS (Association of Certified E‑Discovery Specialists)

ACEDS Midwest Chapter Series: Foundations in AI for Legal Professionals—Buckle In!

The Midwest ASIDS 2026 series opened with a deep dive into artificial intelligence’s role in legal e‑discovery, featuring an industry update from Doug Austin and a panel of practitioners. The session highlighted a record‑high survey of 559 respondents, revealing that over three‑fifths expect large language models and generative AI to be transformative by year‑end, yet only 17.7% report using these tools in most cases. Key data points showed 37.4% anticipate a transformative impact this year, 23.3% already see it, and 46.5% still use AI in few or no matters—indicating a gap between hype and adoption. AI‑related categories now account for roughly 70% of top e‑discovery trends, dwarfing all other topics combined. Panelists underscored that AI is fundamentally a complex math equation delivering outputs, not a sentient entity, and stressed the shift from early TAR tools to today’s low‑barrier generative platforms. Notable remarks included Paul’s analogy that AI is akin to “Kleenex” branding—over‑generalized yet technically distinct—and Julie’s observation that generative AI’s ability to create content surpasses traditional decision‑tree models. Jeff emphasized the importance of viewing machine learning as trained equations to avoid anthropomorphizing the technology. The discussion also traced the evolution from early predictive coding to foundation models, noting exponential growth in data volume and vendor investment. The implications are clear: legal teams must move beyond pilot projects to integrate AI systematically, balancing efficiency gains with ethical safeguards. As adoption accelerates, firms that embed AI into workflow design and staff training will capture competitive advantage, while laggards risk falling behind in cost, speed, and analytical depth.