---
title: Explainable Artificial Intelligence (XAI)
type: concept
frequency: 3
papers_count: 3
related_concepts:
  - AI Literacy
  - Algorithmic Bias in Large Language Models
  - Prompt Engineering
  - Responsible AI Use
  - AI Literacy in Professional Practice
tags:
  - concept
---
# Explainable Artificial Intelligence (XAI)

## Definition

Techniken und Methoden zur Transparentmachung von KI-Entscheidungsprozessen, um die 'Black-Box'-Problematik zu überwinden und Vertrauen bei Fachkräften zu schaffen. Im Kontext der Sozialen Arbeit essentiell für Nachvollziehbarkeit von Risikobewertungen und Fallentscheidungen.

## Co-occurrence

| Konzept | Gemeinsame Papers |
|---------|------------------|
| [[AI Literacy]] | 1 |
| [[Algorithmic Bias in Large Language Models]] | 1 |
| [[Prompt Engineering]] | 1 |
| [[Responsible AI Use]] | 1 |
| [[AI Literacy in Professional Practice]] | 1 |
| [[Algorithmic Bias in Social Services]] | 1 |
| [[Algorithmic Bias]] | 1 |
| [[Algorithmic Fairness]] | 1 |

## Papers

- [[Beyond transparency and explainability- On the need for adequate and contextualized user guidelines (Barman_2024_Beyond_transparency_and_expl)]]
- [[Social work and artificial intelligence- Collaboration and challenges]]
- [[Explainable Artificial Intelligence]]

