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70 P E E R T O P E E R : I L T A ' S Q U A R T E R L Y M A G A Z I N E | S P R I N G 2 0 2 4 aiR for Review takes a bottom-up approach where it analyzes each document individually, using the prompt criteria provided to make a determination. It returns a responsiveness prediction and a citation to the text in the document on which the prediction is based. That way, you can review the citation and the prediction together to see why it made a particular determination. It also provides a rationale for why it made that prediction and considers other avenues to think about when it comes to responsiveness. Requiring a generative language model to first offer a citation, then a rationale, and finally considerations ensures a structured approach to information processing that enhances transparency and reliability, as each link in the generated chain of thought builds on the previous one to form a comprehensive and trustworthy conclusion. Additionally, the AI is no longer a black box; instead, the reviewer can understand why the AI classified the document as it did. The use of Gen AI is only just beginning – before getting started on this journey, make sure to ask the right questions of the technology provider you are evaluating so that you understand the benefits and risks. ILTA F E A T U R E S Cristin Traylor is the Senior Director of AI Transformation and Law Firm Strategy at Relativity who leverages AI to address complex legal data challenges across use cases. She previously worked as Discovery Counsel at McGuireWoods LLP, where she led a diverse team of legal professionals providing discovery support and strategic guidance to firm clients. Cristin is the Assistant Chapter Director of Richmond Women in eDiscovery and Project Trustee of the EDRM Discovery Workf lows Project. She is a participant of Sedona Conference Working Group 1 and holds the Relativity Master Certification. Phil Weldon is the Director of eDiscovery and Litigation Support Technology at Kaplan Hecker & Fink LLP, a boutique litigation powerhouse based in the heart of New York City. KHF earned the recognition of being named "Boutique Firm of the Year" by Benchmark Litigation for four of the past five years. He can be reached at pweldon@kaplanhecker.com.

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