TopicSpectrum AI ResearchMurali Chillakuru
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AI Security Measurement

Static analysis can find real defects in an agent's software substrate, but a clean report cannot prove that model-mediated intent, framework semantics, delegated authority, and multi-step behavior are secure. This series measures that boundary and develops an honest assurance envelope for reporting what was checked, what was missed, and what remains unknown.

1 series · 10 articles

Static-Analysis Confidence Gap