LSTM (Long Short-Term Memory) is a powerful neural network architecture designed to handle long-term dependencies in sequential data. In this blog, we explain LSTMs intuitively using a simple story, compare them with traditional RNNs, and break down forget, input, and output gates in a clear, beginner-friendly way.