You must now enter the new password twice and the old password once, and you must click the arrow icon to put the new password into effect.

A notification stating that your password has been changed will appear after a while. To return to the remote computer’s desktop, click OK.
It its always recommended that you use a strong password and consider restricting access to your RDP using a VPN service or strong firewall rules.