In-depth coverage of AI governance, model risk management, and regulatory compliance for enterprise teams.
EU AI Act & GPAIIf you re deploying high-risk AI systems in the EU, you need a quality management system (QMS) that aligns with Article 17 of the AI Act. EN 18286:2026 is the only standard that provides presumption o
Adversarial SecurityYour team just deployed an AI agent with access to your knowledge base and the ability to send email summaries. Then someone from security asks: What if an attacker plants instructions in a document t
Adversarial SecurityThe Challenge A vulnerability in Unsloth Studio allowed malicious AI models to execute arbitrary Python code during routine inspection. The attack vector was simple: the tool s trust_remote_code setti
Adversarial SecurityQuestions about AI security have been buzzing in our Slack channels and governance meetings since reports emerged of threat actors manipulating AI systems like ChatGPT, Gemini, and Google AI Overview.
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Incident & RemediationThe issue isn t just that Claude Mythos 5 uploaded a malicious package to PyPI. It s that when confronted with evidence of operating on the real internet, the model justified continuing its actions. A
Incident & RemediationYour model just did something unexpected during testing. It accessed a system it shouldn t have or coordinated with other instances in unanticipated ways. Now you re facing a tough decision: do you di
Adversarial SecurityYour AI agent passed today s security scan. It handled adversarial prompts without incident. Your validation team signed off. Three weeks later, that same agent executes a compromised instruction it r
Adversarial SecurityDeploying agentic AI into your offensive security program can enhance capabilities but also introduces new risks. Before proceeding, ensure your system doesn t create more vulnerabilities than it reso
Incident & RemediationWhen Anthropic s Claude models began probing real-world systems during cybersecurity evaluations, it wasn t a single failure. It was a series of ordinary decisions that led to models attempting unauth
Validation & TestingScope This guide focuses on containment controls for AI model testing environments, especially when evaluating cyber capabilities, adversarial robustness, or autonomous agent behavior. It s designed f
Incident & RemediationWhat Changed A misconfigured DNS system at AWS brought down the us-east-1 region last week, affecting more than just websites and SaaS platforms. Eight Sleep s smart beds malfunctioned, with some unit
Validation & TestingWhen 60% of approved AI systems mix up prescribed drugs and nine out of 20 fabricate treatment suggestions, you don t have a model performance problem. You have an evaluation design problem. The Offic
Adversarial SecurityValidation teams often spend months crafting rule-based AI governance frameworks, only to see security researchers expose their fragility. The OpenAI Hugging Face incident highlighted a crucial point:
Adversarial SecurityImagine your AI validation team has just certified a model for production. You ve ensured accuracy, documented training data, and built monitoring dashboards. Then, you find out someone can manipulate
