KRYOS-XS Hypercube method
Contradiction Detection and Evidence Validation
Sources that disagree are surfaced rather than averaged, and every contributing record is scored for reliability, freshness, independence, and completeness.
What it is
The method in plain terms
When the mail gateway says benign, the user says suspicious, and threat intelligence says the infrastructure is hostile, most systems resolve the conflict silently by weighting one source. KRYOS-XS retains the disagreement and reports it as part of the decision.
Each record is scored on four axes: how reliable the source is, how recent the observation is, whether it is genuinely independent of other records, and how complete it is.
Why it matters
The evidence that contradicts the leading explanation is usually the evidence that would have prevented the mistake. Preserving it is what makes a decision defensible to a board or a court.
Applied
How it is used in a nonprofit environment
- Distinguishing urgent field collaboration from data exfiltration when both look identical in a log
- Preventing a single stale intelligence record from driving a lockout decision
- Showing a trustee exactly what was known, and what was disputed, at the moment of the decision
Limits
Where the method stops
- Scoring reflects the metadata the source system exposes
- Contradiction detection reduces error; it does not eliminate the possibility of a wrong determination
Applied to evidence read from existing systems in place. Nothing is copied out of a source system to be scored.
Continue
Related methods
High-Dimensional Geometric Reasoning
Security evidence from separate consoles is placed into one high-dimensional space so signals that were never comparable can be compared.
Adversarial Red Teaming
The organization's own architecture, policy, and response plan are attacked analytically across eight dimensions before a real adversary attempts it.
Digital Twin Simulation
A model of the organization's systems, dependencies, and field operations is used to test a decision before it is executed for real.