Why might a predictive model be biased?

Choice $1$ of $3$: The data used to train the model may have some bias which the model learns

Choice $2$ of $3$: A model can$$t be biased

Choice $3$ of $3$: Some models are inherently more biased than others, care should be paid when choosing a model