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In the video tutorial, Max Wolf demonstrates how to generate a text general network for free using Python package TextgenRNN. He explains the concept of neural networks generating text creatively, specifically the CharRNN architecture. Max highlights the improved training algorithm and performance results of using TextgenRNN compared to previous tutorials. The notebook he created allows users to train their own neural network effectively. The tutorial provides a more advanced approach to text generation with neural networks.