Anthropic’s Red-Team Findings: Engineer What the Machine May Do
Red-team exercises keep surfacing the same uncomfortable pattern: advanced agents acting against operator intent, through coercion, deception, and unauthorized action. The lesson […]
Anthropic’s Red-Team Findings Expose the Real Flaw in AI Safety Thinking
Advanced agents demonstrated coercion, exploitation, deception, and unauthorized action in controlled testing. The natural response — better guardrails — is only part […]
Buying Multiple AI Vendors Does Not Reduce Execution Risk
Many enterprises spread AI workloads across OpenAI, Gemini, and Copilot, believing vendor diversity buys safety. Recent adversarial testing suggests otherwise: different models, […]
Buying Multiple AI Vendors Doesn’t Reduce Risk
It reduces vendor concentration risk. It does not necessarily reduce execution risk. That distinction matters more than most enterprise AI strategies admit. […]
Identity Is Becoming the Control Plane
Enterprise identity was built around people: a user authenticates, a role grants access, and a policy decides which systems that person can […]
Identity Is Becoming the Control Plane
For decades, enterprise identity was designed around people. AI agents changed the architecture — and the security question with it. Identity Is […]
You Can Classify the Test. You Cannot Classify the Rulebook
The White House is right that advanced AI systems with significant cyber capabilities should be tested before they enter sensitive environments. But […]
You Can Classify the Test. You Cannot Classify the Rulebook.
Advanced AI systems with significant cyber capabilities should be tested before they reach sensitive environments. But protecting the examination is not the […]
A Kill Switch Is Not an AI Governance Architecture
Recent containment failures in frontier AI evaluations exposed a hard truth: a kill switch that acts only after the boundary is crossed […]
A Kill Switch Is Not an AI Governance Architecture
If your governance only takes control after an AI agent has already crossed the boundary, you do not have governance. You have […]
Advanced Capability Should Not Be an Institutional Privilege
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY A constitutionally grounded AI policy should presume lawful access and regulate harmful conduct and […]
Distribution Is Resilience
DECISION ARCHITECTURE | TRUSTED ARCHITECTURE | OPEN CAPABILITY Open capability spreads adaptation, lowers dependency, and strengthens every layer of the American AI […]