https://privacyfirst.ai/insights Evidence-led analysis of AI security, privacy, governance, evaluation, and operations. https://privacyfirst.ai/insights/the-evaluator-is-part-of-the-security-boundary https://privacyfirst.ai/insights/the-evaluator-is-part-of-the-security-boundary Recent cyber-evaluation incidents show why model providers and testing partners need one shared contract for scope, access, monitoring, and stopping a run. Wed, 05 Aug 2026 12:00:00 GMT Agents Security Evaluation Operations https://privacyfirst.ai/insights/the-ai-act-enters-its-operating-phase https://privacyfirst.ai/insights/the-ai-act-enters-its-operating-phase August 2 shifts the practical question from when rules arrive to how teams keep roles, evidence, and decisions current. Tue, 04 Aug 2026 12:00:00 GMT Governance Evaluation Operations https://privacyfirst.ai/insights/a-narrow-objective-broad-authority https://privacyfirst.ai/insights/a-narrow-objective-broad-authority The incident is a reminder that an agent's effective authority is defined by credentials, network paths, tools, and containment—not by its stated task. Sun, 02 Aug 2026 12:00:00 GMT Agents Security Operations https://privacyfirst.ai/insights/introducing-privacyfirst-insights https://privacyfirst.ai/insights/introducing-privacyfirst-insights Making AI security clearer, more practical, and more human. Sun, 02 Aug 2026 12:00:00 GMT Security Governance https://privacyfirst.ai/insights/prompt-injection-constrain-the-impact https://privacyfirst.ai/insights/prompt-injection-constrain-the-impact Detection matters, but the durable design question is what an agent can expose or change when a malicious instruction gets through. Sun, 02 Aug 2026 12:00:00 GMT Security Agents