ai-hallucination

name	ai-hallucination
description	Detect and mitigate hallucinations in AI-generated content. Use when this capability is needed.
metadata	{"author":"dtmc-marketplace"}

AI Hallucination Detection

Category: Trust EU AI Act Reference: Art. 15 Source: methodology

When to Use This Skill

Use this skill when:

• AI Hallucination Detection tasks - Working on detect and mitigate hallucinations in ai-generated content
• Compliance assessment - Evaluating AI systems against Art. 15 requirements
• Risk mitigation - Implementing controls for trust risks

Overview

Detect and mitigate hallucinations in AI-generated content. Implement factual grounding, source verification, and confidence calibration to reduce confabulation.

Key Requirements

Regulatory Context (Art. 15)

This tool supports compliance with the following EU AI Act requirements:

1. Assessment - Evaluate current state against Art. 15 requirements
2. Implementation - Deploy appropriate controls and measures
3. Documentation - Record findings, decisions, and evidence
4. Monitoring - Establish ongoing monitoring and review processes

Assessment Checklist

• Identify applicable Art. 15 requirements
• Assess current compliance status
• Document gaps and findings
• Develop remediation plan
• Implement required controls
• Verify effectiveness of measures
• Maintain ongoing documentation

Integration Notes

Source Type: methodology Category: Trust

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