There are very strict rules for scientific experiments _because_ we know that without them, just guided by "common sense" or "be reasonable", someone would get blinded by ambition or "the potential" and go further than the majority want to accept.
Anyone can "experiment" without it being an accepted scientific experiment. But then they're personally responsible for any and all bad outcomes. If you follow the rules and get the experiment pre-approved, you'll likely be covered by your employer's insurance and free from criminal liability . That's a very good incentive.