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Automation and scale create their own threats.

Security cameras have existed for a long time, but storage cheap enough to keep years of footage and algorithms capable of processing thousands of streams in real time create massive privacy problems that didn't exist even with the richest companies paying humans to watch.



>Automation and scale create their own threats.

I don't know why such a simple fact needs to be repeated over and over again. It's either naivete or malice that makes people ignore that fact.

A change in scale can easily lead to a change in kind. A party popper and a flashbang are functionally the same thing, but their scale makes them have wildly different implications.


Another example is the police. Most people agree the existence of a police force to enforce laws is a good thing (society would function very differently otherwise). But if there was a policeman for each other person on the planet following them 24x7 and enforcing every possible law on them, not so much anymore.

Quantity is a quality all of its own.


On the other hand, why have a law if it’s not meant to be enforced universally and consistently?

When laws are applied selectively it creates an unequal experiences in the population.

No one wants the tyranny of oppressive applications of overbearing laws. So, in those instances, change the law to be fair enough and compassionate enough that it can be applied in all instances where the letter of the law is broken.

And obviously privacy is important and ubiquitous surveillance would undermine our ability to enjoy life. But in public spaces, consistently applying fairly written compassionate laws wouldn’t necessarily be a bad thing.


Because the real world has nuance and is not black and white. Humanity relies on people using their judgment; trying to make absolute laws with zero tolerance has been a failure everywhere it's tried. It is impossible to numerate all reasonable exceptions, and impossible to specify exceptions precisely enough that bad actors can't exploit them.

If you make the rules overly strict and enforce them universally, you end up with people in jail for offenses no one cares about.

If you make the rules at all loose, bad actors instantly seize on any loopholes and ruin the commons for anyone.


Yeah, but that’s why you have a “human in the loop”, to handle the infinite number of edge cases. You’d never want end-to-end AI for anything mission critical like justice.


You have a human in the loop explicitly to, in your words, not "enforce universally and consistently".

* Most people agree that stealing from a store is wrong.

* Most people agree that opening food/medicine and consuming it in the store before paying is stealing

* Most people believe that helping those in a medical emergency is important

If I was in a store and saw someone going into hypoglycemia and grabbed a candy bar and handed it to them, or if they were having a heart attack and I grabbed a bottle of aspirin and opened it to give them one, I am committing a crime. Most reasonable people would say that even if a police officer was standing in front of me watching me do it that I should not be charged.

That's why we don't want universal enforcement.


> Most people agree that opening food/medicine and consuming it in the store before paying is stealing

In my jurisdiction, that is only stealing if you do it with intention of not paying for it.

Sometimes I go to the supermarket, pick a drink off the shelf, start drinking it, take the partially drunk (or sometimes completely empty) bottle to the checkout to pay. Never got in trouble, staff have never complained - I know the law is on my side, and pretty confident the staff training tells them the same thing.


If you’re depending on sussing out peoples intent then you’re accepting that we can’t be clear/zero tolerance about it. If you catch me stealing and I just go “oh no dude, I was totally going to pay” but you don’t believe me, what then? You can’t possibly know what my actual intention was.


The physical design of the store makes it clear in most cases. The checkouts form a physical barrier between the “haven’t paid yet” area and the “have paid“ area. It is difficult to assume an attempt to steal in the former, much easier once one passes to the later with unpaid goods.

The legal definition of theft - at least where I live - is all about intention. It involves an intention to deprive another of their property. No intention, no theft. If you absent-mindedly walk out of a store without paying for something, no theft has occurred. When our kids were babies, we used to put the shopping in the pram. One day I left the supermarket and down the street discovered a loaf of bread in a different section of it, that I’d forgotten to pay for. I went back and explained myself to the security guard, did he call the police? No, he commended me for my honesty, and let me pay for it with the self-serve checkouts.

For a supermarket, their biggest concern with theft is the repeat offenders. If it is an unclear situation, it is in their best interest to give the customer the benefit of the doubt. But, if the same unclear situation happens again and again, that’s when the intent (which is legally required to constitute stealing) becomes obvious. Ultimately though, it is up to the store staff, police, prosecutors and magistrates to apply a bit of common sense in deciding what is likely to be intentional and what likely isn’t. But yes, given theft is defined in terms of inferring people’s intentions, “zero tolerance” is a concept of questionable meaningfulness in that context.


“I forgot it was in my pocket.”

And yes, I do realize that intention is part of the law. That wasn’t what I was saying really. I am saying that because we have that, we are implicitly accepting that a lot of this stuff cannot be ironclad. There has to be room for interpretation and enforcement.


This is where the law ends up discriminating in practice. The law professor who claims “I forgot it was in my pocket” is far more likely to be believed than the homeless person who makes the same claim. If it makes it as far as the prosecutors - and it probably won’t - they’ll see the homeless person as an easy win (gotta make that quota, keep up those KPIs), the law professor’s case will be put in the “too hard” basket.

Unless they have the law professor on video “forgetting it was in their pocket” again and again and again. With enough repetition, claims that it was an accident cease to be believable. Although then the law professor will probably have three esteemed psychiatrists willing to testify to kleptomania, and the case will go back in the too-hard basket again


>This is where the law ends up discriminating in practice. The law professor who claims “I forgot it was in my pocket” is far more likely to be believed than the homeless person who makes the same claim.

Totally agree.


> That's why we don't want universal enforcement.

We’re on the same page there.

> if they were having a heart attack and I grabbed a bottle of aspirin and opened it to give them one, I am committing a crime

Only if the store insists you pay for it and you refuse. And maybe the law needs to be rewritten to include some type of “good Samaritan eminent domain” clause.

But let’s say you misdiagnose the incident and the stranger refuses the medicine and you refuse to pay. Even then, the punishment for tampering with a product should be a small fine.

Laws could have linear or compounding penalties to account for folks that tamper with greater numbers of products or over multiple instances in a given time period.

But if there’s an automated system that catches people opening products and alerts the property owner or police then they could decide if it’s a high enough concern to investigate further.

But the alert would be the end of the AI involvement.


I think the main problem is not in universal law enforcement but in constant surveillance which is a bit orthogonal.

Why should people be under constant surveillance even at times when they are not breaking any laws? Why should someone else have access to every moment of your life?


Good point, but I think my main point still stands: being ocasionally surveilled by the police is OK (I don't mind them looking at me in public places if I'm near them), but if you scale this up to constant surveillance it's a very different story.


This is a fantastic question for the NSA!


>A change in scale can easily lead to a change in kind. A party popper and a flashbang are functionally the same thing, but their scale makes them have wildly different implications.

What a fantastic example. Borrowing this for sure.


Yes, quantity is a quality all its own.




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