Mitigating Negative Impacts of XAI in Legal

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.

Mitigating Negative Impacts of XAI

Explanation: Preventing the manipulation or misuse of explanations, especially in high-stakes situations such as legal proceedings.

Challenge: Potential for deceptive use of explanations

Research Direction: Develop criteria for assessing explanation falsifiability

Challenge: Exploitation of XAI by malicious actors

Research Direction: Develop methods to detect and mitigate explanation manipulation

Challenge: Future AI systems exploiting human cognitive biases

Research Direction: Research XAI limitations in ensuring AI safety

Alex Denne

•

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.