Adjusting XAI Methods for Different Legal Contexts

Note: This article is just one of 60+ sections from our full report titled: The 2024 Legal AI Retrospective - Key Lessons from the Past Year. Please download the full report to check any citations.

Adjusting XAI Methods for Different Contexts

Explanation: You'd explain a legal concept differently to a client than a colleague. We should try and create AI explanations which ensure everyone gets information in the way that makes the most sense to them.

Challenge: Diverse stakeholder needs

Research Direction: Develop adaptable, personalized XAI methods

Challenge: Domain-specific explanation requirements

Research Direction: Incorporate domain knowledge into XAI methods

Challenge: Varying explanation goals

Research Direction: Design goal-specific XAI methods

Alex Denne

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Advisor

Alex Denne, Head of Growth (Open Source Law) at Genie AI, is a legal tech leader and serial founder with over a decade of experience driving innovation and making legal services more accessible. Since joining in 2021, he has scaled the platform from 200 to over 120,000 users, combining deep contract law expertise with a data-driven, open-source approach. He is passionate about democratizing legal knowledge through AI, backed by strong academic credentials and experience leading major product and innovation initiatives.

Interested in joining our team?‍Explore career opportunities with us and be a part of the future of Legal AI.