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

Evaluating the Efficacy of Hybrid Deep Learning Models in Distinguishing AI-Generated Text