Unverified50% confidenceOpinionExact time
Owing to its black-box nature, SPOOK's method can be applied to any queryable vision encoder, including closed-source APIs.
1
Sources
50%
Confidence
Long-term
Relevance
10/26/2026
First Seen
Sources
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Related Claims
UnverifiedThe probe needs access to the model's internal activation states, so it cannot be used directly for fully black-box API services.63% similarVerifiedOpenSpec's Explore mode lets the AI freely explore the codebase, helping to analyze architecture, identify bottlenecks, and understand existing designs.60% similarUnverifiedThe detector requires a free API key to use, and its detection capability relies on a remote service, while the integration layer code is fully open-source and transparent.60% similar
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