I find the idea, that anything in a modern economy could be unregulated, to be simply incoherent. Property is acquired and transferred according to law. Contracts are governed by contract law. Whenever someone goes to court, they are appealing to one of the 3 branches of government. Enforcing these decisions involves another branch of the government.

I think that has to do with culture and historical experience. On the European continent, people emphasize the break that came with the French Revolution. British people talk about the Magna Carta and pretend that civil rights are something, that somehow always existed.

US Americans also focus on discontinuities in some things; the American Revolution, Civil War, and maybe even the civil rights movement. But always the English Common Law remained an unquestioned background. It’s perhaps understandable if one forgets that the Common Law is law, and the judicial system is government.

If you look at the German experiences, it becomes impossible to ignore that everything can be different. The end of the Holy Roman Empire after the French Revolution, the Wars of Liberation, the codification of german civil law, the Unification, the birth and end of the Weimar Republic, Nazi Terror, the two German states, capitalist and socialist.

The only constant is that society continues on. It never collapses, no matter what the strain. People are not naturally selfish. When push comes to shove, they do their duty, which is not, as such, a good thing.

So, it’s no surprise that Germany came up with Ordoliberalism. It emphasizes the role of government as creating the framework in which businesses exist. The government directly creates some markets and heavily influences others (eg illegal drug markets). Mind that there are a many specific policies associated with this ideology, that don’t result from this insight.

Of course, views that see government and its laws as the foundation of markets/markets as a tool wielded for the public benefit are hardly alien to the USA. It’s implicit in the copyright clause of the US Constitution.

I’m now all out of steam. I remind you that law-makers do not have the option of marking all AI generated content.

Most harmful what AI could do is already illegal. So most new regulations who add stricter rules, will unavoidable be damaging one way or the other. For example, if we regulate too much, we leave all the progress to mega corps. Or we punish curious people too much or shift issues around instead of solving them. It’s going to get wild, for sure. My2Cents

Me again, re:watermarks.

Frauds, liars and even pranksters will not watermark their content, or remove watermarks. Best you can do is get genAI services to implement one, which they already do. It’s an insignificant business expense.

So there is a situation where most genAI content is marked, except that content which you actually want to identify. The result of watermarks must be to make fraudulent content more credible. It makes the situation worse.

My biggest worry is that we reach a situation similar to the war on drugs, where unthinking moral panic causes society to double down on harmful “solutions”. You have to think about how this could possibly be enforced and against whom.

GenAI models are about the size of movie. That is to say that they can be torrented just as easily. Stopping people from sharing non-watermarked generators would require an unprecedented level of internet surveillance. The people caught would, IMHO, be the same kind of people caught torrenting movies; mainly kids. The fraudsters can be prosecuted for fraud, anyway, if you catch them. A seriously enforced watermarking law would, IMHO, only prosecute kids and other, basically, harmless people (though they may be using genAI to bully and harass their peers).

Training AI models is not as expensive as one may think. The expensive part is the custom-made training data, as well as the research; the trial and error. Even something as massive as ChatGPT could be trained for less than $5 million. An image generator can probably be trained for less than $100k. In light of that report that someone defrauded a company for $25 million, that’s a cheap investment; maybe something you could monetize on the dark net. You’d have to successfully crack down on the dark net in unprecedented ways.

You’d need close monitoring of anything happening with cloud computing. You’d need to require licenses for high-end GPUs.

The problem isn’t that new in principle. I remember police advice to hang up and call back under a known number, if someone identified as a police office on the phone. I also remember the 1964 move Fail Safe; a Cold War classic. A squadron of US bombers is accidentally sent on a nuclear raid against Moscow. IDK if the depiction of military practice is in any way accurate. The bombers pass the fail-safe point, after which they can no longer be recalled. In an attempt to stop them, they are radioed by the president and even their wives. They ignore it as trained, because it might be a soviet trick, imitating the voices. So, IDK if bomber crews were really ever trained to expect voice imitators, but even in the early 60ies it must have seemed sufficiently credible to movie audiences.

Of course poor regulation can be bad, it was a silly question that was loaded. Look at, for example the 2002 tort reforms and the damage that did to public safety.

Imagine how much damage could be done to individual privacy and freedom by an ill informed legislature if they elect to regulate gradient descent.