AI Model Auditing
Independent technical evaluation of advanced AI systems for capability, bias, robustness, misuse pathways, and alignment risks.
Core metadata
- ID: ai_model_auditing
- Era: Future
- First known date: 2035 (unknown)
- Region: Forecast / not yet broadly established
- Review status: source_checked
- Maturity: emerging
Prerequisites
- AI Governance & Ethics Frameworks (Robust) (ai_governance_ethics_frameworks_robust)
- Robust Explainable AI (XAI) (explainable_ai_xai)
- Large Language Models (large_language_models)
Dependents
- AI-Native Government Services (ai_native_government_services)
- Foundation Model Operating Systems (foundation_model_operating_systems)
- Privacy-Preserving AI Markets (privacy_preserving_ai_markets)
- Privacy-Preserving AI (privacy_preserving_ai)
Fields
Field lanes
- Artificial Intelligence & Machine Learning: Safety & Governance
Node sources
- Improving Transparency in AI Language Models: A Holistic Evaluation (Stanford HAI, 2022, weak_web) • Supports: node, maturity
- Artificial Intelligence Risk Management Framework (AI RMF 1.0) (NIST, 2023, official_agency) • Supports: node, maturity
Prerequisite edge evidence
Edge/source evidence summary:
- Prerequisite edges: 3
- Average edge confidence: 35%
- Prerequisite sources: 3
- speculative: 3
| Prerequisite | Type | Confidence | Evidence level | Note | Sources |
|---|---|---|---|---|---|
| Large Language Models (large_language_models) | speculative | 35% | speculative | Large Language Models is a plausible dependency for a forecast technology and should be treated as speculative. |
|
| Robust Explainable AI (XAI) (explainable_ai_xai) | speculative | 35% | speculative | Robust Explainable AI (XAI) is a plausible dependency for a forecast technology and should be treated as speculative. |
|
| AI Governance & Ethics Frameworks (Robust) (ai_governance_ethics_frameworks_robust) | speculative | 35% | speculative | AI Governance & Ethics Frameworks (Robust) is a plausible dependency for a forecast technology and should be treated as speculative. |
|
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