What do you mean by drop-shippers and what do they do that's risky/bad?

Looking for drop shipping on Google leads me to pages e.g. by Shopify or Square explaining it's a model to run retail where the store doesn't hold stock or fulfill but instead has a distributor / manufacturer fullfil the transaction, shipping directly from them to the customer.