Ad-hoc reports are not just saved queries, they're saved queries + something like Word's mail merge feature so that you get a data-driven, print-quality document, like an invoice.

Forms are data entry views that save to the backing tables. Nowadays the most well-known forms are probably https://docs.google.com/forms/