In-depth coverage of AI governance, model risk management, and regulatory compliance for enterprise teams.
Roles & AccountabilityWhy AI Guardrails Matter Your customer-service agent just accessed data it shouldn t have. Your billing agent repeated a task until it exceeded your budget. Your compliance team is asking questions yo
Roles & AccountabilityWhat Happened Hugging Face experienced a security breach caused by an autonomous AI agent. Their forensic team analyzed over 17,000 events but couldn t pinpoint the model responsible. Five days later,
Roles & AccountabilityBanks trying to comply with Article 50 of the EU AI Act , effective August 2, 2026, keep encountering the same misconceptions. These myths lead to governance gaps, stalled deployments, and compliance
Roles & AccountabilityRegulators from the Bank of England and Financial Stability Board have made it clear: human-in-the-loop (HITL) controls alone won t satisfy your accountability obligations for AI systems. Financial in
Get weekly security insights and compliance updates delivered to your inbox.
Roles & AccountabilityThe Challenge A customer calls your fraud operations center at 3 AM. Their card was declined at a hospital pharmacy. Your AI model flagged the transaction as suspicious and blocked it automatically. T
Roles & AccountabilityQuestions about AI accountability are increasingly common. Last week, three model risk managers asked me, Should we own this? after their organizations announced AI initiatives. The anxiety is real: A
Roles & AccountabilityYou ve invested in model registries, risk classification frameworks, and monitoring dashboards. Your board has reviewed the AI governance slides. But when a production model starts generating biased o
Roles & AccountabilityThe Question at Hand Your risk management team faces a fundamental choice: should it treat increasingly autonomous AI systems as just another risk category to monitor, or does AI autonomy demand a com
Roles & AccountabilityScope of This Guide This guide covers governance requirements for agentic AI systems in banking, where AI components make decisions, invoke tools, and execute multi-step processes with minimal human i
Roles & AccountabilityWhy Human-in-the-Loop Alone Falls Short For months, I ve been asked, We ve got human review in our AI workflow. Isn t that enough for governance? The answer is no, and regulators are increasingly clea
