How Does AutoML work and how to see the hyperparameter tuning?

Hello,
How does AutoML work, does it always choose the same hyperparameters for each ML algorithm or does it tune based on the data in the model? Also, if I want to report the hyperparameter tuning for a paper, how can I do so after using autoML?
Thank You.