Humanums certificate
Verified Human

Why AI detectors are broken — and what we built instead

by Humanums Blog

Human confidence score
89/100
Signal breakdown6 dimensions
Keystroke cadence91.2
Pause frequency83.4
Revision ratio88.1
Paste ratio95.0
Session distribution75.0
Content/time ratio87.6
Writing statistics
Duration
1h 12m
across 3 sessions
Words
0
38.0 wpm avg
Revisions
87
edits made during writing
Typed vs pasted
98% typed
2% pasted
Certificate details
Certificate IDHM-WR7T-4EVR
Content hash
IssuedApril 17, 2026

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Verified Human — Why AI detectors are broken — and what we built instead [HM-WR7T-4EVR] | Humanums