In-depth coverage of AI governance, model risk management, and regulatory compliance for enterprise teams.
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
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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
