Methodology
Truth → Proof Framework
From verified reality to measurable change: measure, diagnose, improve, retest, prove.
The sequence
- Measure — establish machine understanding under documented conditions
- Diagnose — locate the claims, environments and scenarios driving the gap
- Improve — strengthen evidence and clarity where it is weak
- Retest — repeat the same observations under the same conditions
- Prove — document what changed, and what did not
Why retesting is the proof
A single measurement describes a state. Change is only demonstrable when the same observation is repeated under equivalent conditions, which is why observation design and provenance are treated as part of the evidence.
Where a change cannot be attributed with confidence, Vorentus reports it as an observed change rather than a caused one.