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January 01, 2026
EXIF metadata is useful — but it is not proof
Metadata can corroborate a story, but it can also be missing, rewritten, or misleading.
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December 30, 2025
Video MVP signals: what we check first
Video is complex. The MVP focuses on fast structural signals before deep frame-level analysis.
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December 28, 2025
AI is advisory — not the judge
AI signals are useful, but CanonProof outcomes must remain explainable and defensible.
