tomevault-io 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:
- Assessment - Evaluate current state against Art. 15 requirements
- Implementation - Deploy appropriate controls and measures
- Documentation - Record findings, decisions, and evidence
- 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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