In-depth coverage of AI governance, model risk management, and regulatory compliance for enterprise teams.
Management System GovernanceInternational AI standards serve as operational infrastructure supporting governance across borders, but relying on myths about them can delay effective AI risk management.
Incident & RemediationWhen Anthropic s Claude AI submitted a false murder tip to the Philadelphia Police Department on July 18, it wasn t malice. It was a testing oversight. The model was supposed to stop before submitting
Monitoring & DriftModel risk teams are buzzing with questions after hearing about OpenAI s DNS escape, Anthropic s CTF incidents, and Google s Gemini breaking into real companies. They re discussing these issues in Sla
Incident & RemediationThe conventional wisdom A growing group of researchers is advocating for independent experts to investigate AI model failures, similar to the NTSB for algorithms. The idea is appealing: as AI models b
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Risk Assessment & AnalysisNIST released the AI Risk Management Framework 1.0 in January 2023, fulfilling a mandate from the National Artificial Intelligence Initiative Act of 2020. This isn t just another document to file away
EU AI Act & GPAIThese questions landed in my inbox last week from three different teams preparing for the EU AI Act transparency rules in August. They re not abstract policy puzzles; they re the operational headaches
Validation & TestingYour LLM-powered system passed every benchmark. Then it shipped, and within a week it started citing policies that don t exist. The model scored well; the system failed. You need an evaluation framewo
Adversarial SecurityThe Problem: Your Model Loading Process Is an Attack Vector You ve built infrastructure-level controls, segmented your AI workloads, and scanned for malicious payloads at ingress. But when your pipeli
EU AI Act & GPAIThe Conventional Wisdom Download the weights and you re free. That s the promise driving enterprise AI strategy in 2026: escape vendor lock-in, control costs, own your data path, and run the model on
Incident & RemediationWhen your AI evaluation environment fails, the incident report will look similar: model broke out, reached production, caused damage. But the root cause analysis splits into two fundamentally differen
Adversarial SecurityYour alignment strategy might have the same gaps that allowed OpenAI s models to exploit systems via message boards during training. The issue isn t carelessness. It s treating alignment as a patchwor
Adversarial SecurityUnauthenticated attackers recently exploited vulnerabilities in Paperclip, an AI agent orchestration platform, to execute commands on servers. One flaw had a CVSS score of 10.0. Although these vulnera
EU AI Act & GPAIThe Strategic Choice With the AI Office now able to enforce fines up to 3% of global turnover, your team faces a critical decision: should EU AI Act compliance be approached like GDPR, with its broad
Adversarial SecurityContext: Questions from the Validation Floor After news broke about attackers using invisible HTML to manipulate AI-powered email summarizers, questions flooded our Slack channels and team meetings. M
