Jensen Huang Promotes Open Secure AI Alliance

Jensen Huang's remarks shift AI security from "single model capability" to "ecosystem collaborative capability." His emphasis is not that openness is necessarily better, but that in the face of real attacks, the defense side cannot rely solely on black-box tools. In terms of capital pathways, this means NVIDIA is not only selling computing power but also promoting a model ecosystem that can be utilized in security, forensics, and defense scenarios. Once a security incident proves the need for open weight models, corporate procurement logic will shift from "the strongest model" to "the most auditable and collaboratively defensible model combination." Similar cases can be compared to the evolution of the cybersecurity industry: a single product is not enough; ultimately, it is about threat intelligence, response speed, and ecosystem collaboration. In the AI era, closed-source models may be stronger, but open-weight models offer more operational flexibility in emergencies, forensics, and local deployment. Essentially, this represents a regulatory change, as it redefines AI security responsibilities: it is not only about model performance competition but also about who can provide verifiable, collaborative, and actionable defense capabilities when incidents occur. Huang's message is clear: attacks have become platformized, and defenses must also be platformized. ABAB News · Cognitive Laws 1. Attacks are platformized; defenses must also be platformized. 2. The stronger the capability, the more it must be auditable. 3. Security is not a single-point victory; it is an ecosystem victory.