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
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