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Applied AI·July 27, 2026·1 min read

Microsoft says MAI-Cyber-1-Flash and MDASH, its vulnerability identification harness, deliver "world-class performance at 50% of the cost of leading models"

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Specialized cyber models at half the cost of general LLMs push security toward continuous, AI-saturated scanning rather than periodic audits. CISOs should be budgeting for model-driven vuln discovery as a baseline control and asking vendors to prove cost-per-finding, not just accuracy on benchmarks.