# 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 .

**Author:** Alex Denne  
**Category:** Insights  
**Published:** 2024-12-18  
**Reading time:** 3 min

**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](https://www.genieai.co/blog/legal-ai). 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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