Supporting Human-Centered Explanations in Legal AI

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.

Supporting Human-Centered Explanations

Explanation: An AI tool may 'give' an explanation, but as humans we may not be able to 'understand' it.

Challenge:

Explanations not easily understandable by humans - they are based on feature attributions and complex concepts

Research Direction:

Design methods aligned with human cognitive processes

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.