Atlas · GenAI 2026

AI Auditability

GenAI system documentation & auditability

conceptPeak: 2025Governance & StandardsAI consensus: 1/3

Prerequisites

hardEU AI Act Compliance
Documentation and auditability are required BY the EU AI Act — the legal framework creates the documentation requirement
mediumLLM Observability
Auditability requires observability data (traces, logs, decisions) as the raw material for documentation

Recommended reference

Mitchell et al. (2019) 'Model Cards for Model Reporting' — FAccT; foundational paper on ML documentation. Plus: Gebru et al. (2021) 'Datasheets for Datasets'

Notes from AI deep research

Anthropic Opus

Model cards, lineage, runbooks. W 2026 audytowalnosc to praktyczny wymog

OpenAI Deep Research

Model cards, lineage, runbooks [OA#80]

Related skills

→ is part of: AI Risk Management(3/3)
→ is part of: EU AI Act Compliance(3/3)
← is part of: AI Watermarking(3/3)
→ is subcategory of: AI Governance(2/3)
← is an instance of: Databricks Unity Catalog(2/3)