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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