Zone 02 · Q7

How do you catch a liar using math?

Legitimate data has order. Fraud does not.

Real text
entropy: bits/char
compression ratio:
classification:
Random text
entropy: bits/char
compression ratio:
classification:

Left: structured. Follows language patterns. Compressible.

Right: random. No structure. Incompressible.

The difference is math, not opinion.

Fraud signal

quiet. entropy within normal range for human writing.

Legitimate data has order. Fraud does not. Random data looks the same as fake data to a math equation.

This is how Inquiro detects anomalies in autonomous systems.

Not rules. Not heuristics. Physics.