Slide 10 · the receipt moment

Training-corpus receipt.

Paste AI-generated text. The printer marks a few familiar tells: stock phrases, hedging, em-dash density, and the tiny word cloud around delve, leverage, and optimize.

Heuristic only. This cannot prove authorship, training origin, or model use. It just names visible patterns in the pasted text.

Non-definitive by design

These checks are receipts, not verdicts. Human writers can hedge, use em dashes, and say leverage. AI systems can avoid every marker here. Use this as a pattern-naming aid, not an accusation machine.

Pastebox

PUNK ROCK AI

TRAINING-CORPUS TELLS

0000-00-00 00:00

Paste text and print the tells.