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This is a massive leap forward in cybersecurity, deploying teams of specialized AI agents that simulate attacks, detect threats and fix vulnerabilities automatically. MAI-Cyber-1-Flash delivers world-class performance at half the cost of leading models, making frontier-grade security accessible. This is what enterprises need right now: agentic AI that owns the full threat lifecycle.
This looks impressive until you ask who owns the audit trail when an agent changes a production system. A lower system price doesn't mean a cheaper workflow once routing, storage, monitoring and human review get added to the bill. Enterprises that let one vendor own the memory, permissions and context around these agents are trading short-term convenience for long-term loss of control.