Observation
What changed in the underlying evidence?
Methodology
Public proof. Private method.
Doberman shows the evidence, state transitions, confidence and invalidation logic required to evaluate its conclusions without exposing proprietary implementation details.
Signal
Is the change meaningful, timely and distinct from ordinary noise?
Regime
What state best describes the current system?
Confidence
How complete, fresh and aligned is the supporting evidence?
Interpretation
Why does the state matter, and what should be monitored next?
Invalidation
Which future evidence would make the interpretation wrong?