Generative Artificial Intelligence: evolution, techniques, and strategies for businesses
The episode delves into generative artificial intelligence, exploring its evolution, foundational technologies (such as deep learning, neural networks, diffusion models, and Transformers), and its applications across various sectors. Specific architectures like CNNs, RNNs, GANs, and VAEs are analyzed, highlighting both their advantages and the ethical and operational challenges they pose. Additionally, strategies are provided for companies looking to integrate generative AI, emphasizing the importance of long-term strategic planning and responsible risk management.