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Vision-language models introduce attack vectors that text-based guardrails cannot address. The 2023 Aigos Blueprint covers visual prompt injection, six categories of multimodal risk, and the implementation requirements for effective multimodal security.

The Aigos AI Audit Blueprint provides a structured methodology for evaluating AI systems across security, bias, data governance, and ethical alignment — going well beyond traditional security assessment to address the full spectrum of enterprise AI accountability.