---
id: 20260310-T0-16
title: "NOTAI.AI通过曲率检测AI生成文本"
title_en: "NOTAI.AI Detects AI Text via Curvature Analysis"
url: https://ai.daily.yangsir.net/daily/20260310-T0-16
issue_date: 2026-03-10
publish_date: 2026-03-09T04:00:00.000Z
source_name: "arXiv cs.CL (NLP)"
source_url: https://arxiv.org/abs/2603.05617
---

# NOTAI.AI通过曲率检测AI生成文本

NOTAI.AI是Fast-DetectGPT的改进版，集成17种可解释特征（曲率信号、神经特征、文体特征），在监督学习中实现机器生成文本检测。该系统在论文检测任务中准确率达92%，能高亮显示影响判断的关键特征，为内容审核提供具体依据。

## English Version

**NOTAI.AI Detects AI Text via Curvature Analysis**

NOTAI.AI, an improved Fast-DetectGPT, integrates 17 explainable features (curvature signals, neural traits, stylistic markers) for machine-generated text detection in supervised learning. The system achieves 92% accuracy in paper detection, highlighting key features influencing judgments, providing concrete grounds for content moderation.

---

**来源**：[arXiv cs.CL (NLP)](https://arxiv.org/abs/2603.05617)

**详情页**：https://ai.daily.yangsir.net/daily/20260310-T0-16

---

*智语观潮 · Daily — https://ai.daily.yangsir.net/llms.txt*