The attention mechanism has reshaped the world of Artificial Intelligence.Attention is a paradigm shift in how machines process information, moving closer to human cognition.Self-attention is a key component of the Transformer architecture in AI models like BERT, GPT, and AlphaFold.Self-attention allows the model to weigh the importance of different elements within the same sequence.