What does selecting a page for GDPR privacy actually do?

It will add a link to the selected page to wp-login.php and a link to it is included in the Erase Personal Data confirmation email.

It also makes it easy for themes and plugins to link to it using the the_privacy_policy_link() function. The default themes all use this to add a link to the selected page to the footer.