I have gotten three speeding tickets in my entire driving life; over 50 years. On a business trip via airplane I sat next to a former cop, a nice guy who told me that he never gave a speeding ticket to someone who admitted that they were speeding so I took that advice to heart did that every time and got a ticket every time. What he said did not at all work for me. The bottom line for me is what you do another cop may not.
As another somewhat related topic: Do you ever wonder why people don’t like cops? Part of that may be that they almost never give each other a ticket for driving infractions. That includes driving while drunk. In the big city near where I live, there were some articles recently in the newspaper about city cops getting away with wife abuse, drunk driving, and more. They have a different standard for themselves than us ordinary mortals.