← Front page

Equity · Wednesday, September 2, 2026

Pangram's Training Data: 50% Human, 50% AI for Detection

Pangram trains its AI detection models using a dataset composed of 50% human-written text and 50% AI-generated text. This approach allows the model to learn stylistic differences and estimate the degree of AI influence in written content.

companyPangram

The tape

2 quotes
So basically the total training set is 50% human text and 50% AI text.
Max Biro
And then we're able to teach our model to estimate the degree of change by just looking at the final product.
Max Biro
Heard on Equity — “We're ‘dangerously close’ to dead internet theory according to Pangram's CEO, published Wednesday, September 2, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
Transcribed via Gemini audio transcription · $0.04
Pangram's Training Data: 50% Human, 50% AI for Detection — Heardvine