My research investigates the use of cutting-edge hybrid deep learning models to accurately differentiate between AI-generated text and human writing. I applied a robust methodology, utilising a carefully selected dataset comprising AI and human texts from various sources, each tagged with instructions. Advanced natural language processing techniques facilitated the analysis of textual features. Combining sophisticated neural networks, the custom model enabled it to detect nuanced differences between AI and human content.

翻译：我的研究探讨了利用尖端混合深度学习模型精确区分AI生成文本与人类写作的能力。我采用了一套严谨的方法论，使用了一个精心挑选的、包含来自多种来源的AI和人类文本的数据集，每个文本都附带了标注指令。通过先进的自然语言处理技术，对文本特征进行了分析。结合复杂的神经网络，自定义模型能够检测出AI与人类内容之间的细微差异。