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EW-AiRM™ — Enterprise-Wide AI Risk Management v1.0
Click any element to explore · Three layers · HAiPECR ethical filter · MIT AI Risk Repository · Eight AI Black Swan categories
www.Human-Ai.Institute
Prof. Markus Krebsz
H A i P E C R HAiPECR — ETHICAL FILTER FULL ⊇ STD ⊇ CORE STANDARD ⊇ CORE CORE foundation Tiers (cumulative) STRATEGIC LAYER — Six Pillars of AI Implementation P1 Strategic alignment & necessity assessment CSF P2 Organisational readiness CSF P3 Data & technological maturity CSF P4 Risk tolerance & prioritisation CSF P5 Governance & accountability CSF P6 Through-the-lifecycle monitoring & adaptability CSF C=Core S=Std F=Full OPERATIONAL LAYER — MIT AI Risk Repository 7 risk domains: D1 D2 D3 D4 D5 D6 D7 · 1,700+ risks · 24 subdomains D1 Discrim. & toxicity · D2 Privacy & security · D3 Misinformation · D4 Malicious actors D5 Human–computer interaction · D6 Socioeconomic & environmental · D7 AI system safety 831 controls: Q1 Governance Q2 Technical Q3 Operational Q4 Transparency MIT FutureTech · CC BY 4.0 · peer-reviewed Augments existing ERM (ISO 31000, COSO, etc.) Slattery et al. 2024 (risks) · Saeri et al. 2025 (controls) Risk↔Controls Master Mapping 831 controls linked to 1,700+ risks across all 7 domains (Primary · Secondary · Tertiary) RESILIENCE LAYER — AI Black Swan Governance C1 Emergent capability C2 Systemic concentration C3 Alignment failure C4 Multi-modal integration C5 Adversarial breakthrough C6 Supply chain vulnerability C7 Multi-agent emergence C8 Quantum crypto. transition THREE RESILIENCE CAPABILITIES (across all 8 categories) ROBUST FOUNDATIONS CONTINUOUS SENSING ADAPTIVE RESPONSE cyber, model, data, ops horizon scanning · AI-RT incident response · adapt Click each capability for full detail
EW-AiRM™ AUGMENTATION Quantum Risk (QR) mitigations — extends MIT's 831 controls ⓘ overview
QR1
Crypto inventory
QR2
HNDL risk
QR3
PQC migration
QR4
Crypto-agility
QR5
Hybrid deployment
QR6
Supply chain PQC
QR7
Standards tracking
Closes the gap MIT does not yet cover: quantum-cryptographic transition (Black Swan C8)
Implementation tiers are cumulative: each outer tier contains all inner ones.
FULL — >1,000 employees · >25 AI systems
+ Complete MIT 831-control mapping · All 8 AI Black Swan categories · Full HAiPECR audit
STANDARD — 100–1,000 employees · 5–25 AI systems
+ Priority MIT controls · Resilience horizon scanning · KXI dashboard with thresholds
CORE — <100 employees · 1–5 AI systems
Five non-negotiables · Essential pillars (P1, P2, P4, P5) · HAiPECR ethical filter applied
www.human-ai.institute
EW-AiRM™ Interactive Reference v1.0  ·  EW-AiRM™ is a trademark of Prof. Markus Krebsz  ·  © 2025 Prof. Markus Krebsz & The Human-AI Institute  ·  HAiPECR listed on OECD.AI  ·  MIT AI Risk Repository: CC BY 4.0