AI Detector Polish & Cadence Forensics Lab

Newsroom Investigation Context: Commercial AI detectors disproportionately flag human prose edited for standard academic or op-ed polish. Low sentence variance (burstiness < 0.25) and high formal transition density (> 5%) trigger synthetic content false alarms.

Active Manuscript Workspace 0 words

Forensic Syntax & Connector Map Transition | Uniform Length

Cadence Restorer Tools Human rhythm injection

De-escalate robotic transition markers and vary sentence lengths to restore human variance.

Cadence & Forensic Telemetry 3 Flags Detected

Burstiness Score

0.18

StdDev / Mean Len (<0.25 = Risk)

Avg Sentence Len

14.4 wds

5 distinct sentences

Connector Ratio

6.9%

Formal discourse markers

Lexical Diversity (TTR)

0.82

Type-Token Ratio

Sentence Length Oscillogram (Words Per Sentence)

Cadence Insight: Polished academic prose often clusters sentence lengths around 13–16 words. Human op-eds typically bounce sharply between 4-word punches and 28-word explanatory clauses.