Prove the source
Shift the question from a universal real-or-fake claim to specific, testable hypotheses about origin, transformation, identity, and custody.
Defeat synthetic deception and evidentiary ambiguity without replacing human judgment with an opaque machine score.
The mission is to make strong evidence easier to see and unsupported certainty harder to hide.
Shift the question from a universal real-or-fake claim to specific, testable hypotheses about origin, transformation, identity, and custody.
A useful system records what conflicts, what remains unknown, and what new collection could change the answer.
Consequential outcomes require accountable human judgment, explicit policy, and a visible route to correction.
Analysis begins with the exact input.
The mission is to make strong evidence easier to see and unsupported certainty harder to hide.
Technology should make evidence more legible without pretending that people, motives, or reality can be reduced to a score.
DISCUSS THE MISSION