Perspective
AI Cannot Have a Moral Owner: A Response to Dario Amodei
Dario Amodei is right that frontier AI demands stronger safeguards. But safety cannot become a moral monopoly that preserves power for those who already hold it.
Leadership mandate
Risk & Resilience
Cyber, continuity, quality, auditability, compliance, and enterprise resilience.
Perspective
Why Enterprise AI Needs a Red Team Before Trust Becomes Assumption
AI assurance becomes credible only when controls survive realistic challenge. A practical NetworkGain view of AI red teaming as a continuous operating discipline.
Perspective
Stop AI Agent Sprawl Before It Becomes an Enterprise Control Failure
AI agent sprawl is an authority problem, not a tool-count problem. CIOs need a federated control plane for identity, access, APIs, runtime evidence, cost, and accountability.