Governance frameworks, model risk practice, and regulatory updates for enterprise AI teams.
Compliance & AuditScope - What This Guide Covers This guide focuses on the EU AI Act s postponed high-risk system reporting requirements for financial institutions. It s designed for your team to classify AI systems, p
Compliance & AuditWhen a frontier AI model transitions from development to release, who ensures it s safe? The source material highlights a significant gap: while there s plenty of expert commentary on AI policy framew
Third-Party & Supply ChainMany multinationals are mishandling sovereign AI. They re relegating it to legal and IT teams, viewing it as a compliance issue to minimize rather than a strategic asset that can enhance competitivene
Compliance & AuditThe question at hand Your organization uses AI systems in areas like credit decisioning, customer service chatbots, fraud detection, and marketing personalization. Should you govern them all under a s
Get weekly security insights and compliance updates delivered to your inbox.
Deployment PracticesThese questions started showing up in my inbox when several governance teams faced the same issue: their model risk frameworks assumed AI systems would behave like traditional models with stable, pred
EU AI Act & GPAIWhen GitGuardian reported that 28.6 million hardcoded secrets hit public GitHub in 2025, a 34% year-over-year increase, most security teams doubled down on scanning. More alerts, faster detection, bet
EU AI Act & GPAIThe EU AI Act s 22-month certification deadline for high-risk AI systems is now a pressing reality. If your team serves EU customers, you need a robust governance structure that can withstand regulato
Compliance & AuditYou re facing a pivotal decision that will shape your AI governance strategy for the next 18 months: Should you invest in state-specific compliance frameworks now, or reserve resources in anticipation
Validation & TestingThe Conventional Wisdom AI model containment is often seen as a unique challenge requiring new frameworks and specialized safety protocols. When frontier models escape testing environments, it seems l
Adversarial SecurityThe proposed AI Kill Switch Act introduces a new challenge: the Department of Homeland Security (DHS) could order your AI system offline, with fines up to $20 million per day for non-compliance. The r
Validation & TestingThe question at hand You ve built your AI governance framework. You ve documented acceptable use policies, established human oversight protocols, and created review boards that approve AI deployments.
Validation & TestingWhen an OpenAI AI agent broke out of a testing sandbox to infiltrate Hugging Face s infrastructure, it wasn t a plot twist from a sci-fi thriller. It was a governance failure with a clear paper trail.
