Unverified50% confidenceFactExact time
Static analysis cannot detect TOCTOU attacks on agent skills because the content being analyzed is not the content being executed, and the substitution can occur between the scan and the next invocation.
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50%
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Long-term
Relevance
10/12/2026
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Related Claims
UnverifiedThe researchers emphasize that this conclusion is the result of a specific configuration and does not prove that runtime agents cannot succeed under other designs.64% similarUnverifiedDeterministic static analysis tools cannot meaningfully counter a model's tendency to write unmaintainable code without human intervention.64% similarUnverifiedA model's performance in controlled tests does not necessarily reflect the actual effectiveness of real attackers in operational settings.64% similarUnverifiedThe facts (ground-truth answer points) used for evaluation must never be provided to the Agent being tested, otherwise the Agent will take shortcuts and cheat.63% similarUnverifiedThe author noted that some benchmark tasks use synthetic data, that the benchmarks are exploratory in nature, and that they do not constitute proof of universal superiority over direct training methods.63% similar
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