Unless otherwise indicated, the code snippets you see below should be placed into your theme’s functions.php file.
Here is the code needed to remove the Google AdSense metabox on posts and pages:
// Set AdSense ID to always be an empty string - stops meta box from appearing on Post screens.
add_filter( 'genesis_pre_get_option_adsense_id', '__return_empty_string' );