# 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 .

**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.

**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

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