Forensic digit test · live
FraudAI.ai
The Math Doesn’t Lie.
Benford’s Law predicts a striking pattern: ~30% of amounts begin with 1, and fewer than 5% begin with 9.
Benford’s Law · Forensic Accounting · Audit Trail
Tap a column to cook the books. Watch the pattern shift.
WP A-1The Name
Fraud, by AI.
AI vs Fraud.
From Latin fraus, “a cheating, deceit,” through Old French fraude; in English since the mid-14th century as criminal deception. Add two letters and the word books to both sides of the ledger.
FraudAI
Dr. Fraud, by AI
Jan 2024 · Hong Kong
A finance employee made 15 transfers totalling HK$200 million, about US$26 million, after a video conference in which every other participant was a deepfake built from public video and audio, according to Hong Kong police.
Cr. AI vs Fraud
1881 · 1938
Simon Newcomb noticed that the first pages of logarithm tables wore out fastest. Frank Benford tested 20,000 numbers from twenty sources and found the same law: low leading digits dominate. Forensic accountants still screen ledgers with it, the test running in the hero above.
- 130.1%
- 217.6%
- 312.5%
- 49.7%
- 57.9%
- 66.7%
- 75.8%
- 85.1%
- 94.6%
Sources: Newcomb, American Journal of Mathematics 4 (1881) 39–40 · Benford, “The Law of Anomalous Numbers,” Proceedings of the American Philosophical Society 78 (1938) 551–572 · conformity bands after Nigrini (2012).
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