Dubitor.
When a fluent answer is already ready to become policy: an external human gaze — signed, methodological — on the justification, not only the output.
A fluent answer is not a justified decision
Models produce rhetorical certainty faster than ordinary verification can keep up. They are less good at saying where an approach is fragile, ethically blind, or legally exposed. Dubitor puts the decision in the open and has it attacked by people who know where to look.
It is not the office approving itself. It is judgment outside the perimeter — philosophers, ethics officers, risk and legal — annotating risks, blind spots, and unasked questions, in their own name.
The output is not another score: it is light on the judgment. Keep, correct, or stop — with external accountability, not only model confidence.
Three gestures
Document. Attack. Decide with more light.
Make it plain
The real question, what was discarded, the decision, when to stop. No opaque slides.
Have it attacked
Verified experts annotate risks, residual bias, and stop conditions — in their own name.
Decide with more light
Keep, correct, or stop: with external human judgment, not only model confidence.
In the same thesis
Vektor verifies the forms of risk. Dubitor verifies the forms of justification. Both answer the same gap: self-assured outputs, verification that lags behind.