847k.txt ◆ 〈AUTHENTIC〉

The use of datasets—specifically those reaching the 847k scale—highlights the challenge of maintaining dataset quality and detecting "machine-paraphrased" plagiarism.

Discuss the finding that simply expanding the quantity of machine-generated text (e.g., reaching the mark) is insufficient without high-quality source data and alignment. 847K.txt

Discuss the "MAGA" (Machine-Augment-Generated Text) pipeline, which aims to improve the "alignment" of generated text so it passes as human-authored. The use of datasets—specifically those reaching the 847k