Embedded Videos Cannot Be Edited?

If you explicitly customized the video, then those specific settings are fixed; for other settings, global settings in the admin settings page will always (dynamically apply.

While you cannot arbitrary go back and edit an embed via the wizard, you can look at the shortcode for those explicit settings you made to decide whether to keep or drop.