You can absolutely talk your way out of situations. Jeffery Dalhmer infamously convinced cops that his drugged victim was his boyfriend and they let him go. Probably not going to be able to do that after you're booked and in jail.

I don't think it's terrible advice to not talk to the cops but it tends to discount the reality of the world. Going through any sort of criminal trial is expensive and has devastating life impacts. Cops are the first step in that process and convincing them not to arrest you is the easy path out.

Exactly. You have to remember you're not just interacting with a faceless legal system, you're interacting with a human cop. There's some nuance to it. I've talked god knows how many fishing stops down to 5min papers checks. I'd still rather have not had them, but better than if I'd have been all "officer, I have a right to remain silent" which likely would've resulted in a whole bunch of hoopla, bringing the dog around to find nothing, etc, etc, all for a petty fine.

If the cops were seeking me personally (i.e the system is seeking me out) out it'd be a different story though.