Equilibrium for whom? Equilibrium for what?

Here's what I know. Every day, I read a 5 to 10 incoming emails from young people in rural Africa, Asia, Europe and (heck) the US. People who have had no other resources and options, but are tremendously gifted and somehow got their hands on an internet connected device (usually a very cheap smartphone and/or cheap old computer).

These people, who are usually teenagers, end up getting connected to Claude, who then gives them a list of things to learn, people to contact, and helps them make things. And they actually do. They make robots. They learn new things and try to improve themselves and others. And some want to change the world / do groundbreaking research.

When you sit down and start pricing and doling out AI from behind regulatory gates, you shut those people out.

There are a lot of smart people in this world who have traditionally been unable to get access to resources and education. MOOCs didn't do much / help. But these AIs? They were born multi-lingual. They can talk in any language. They can tailor their responses to their audience. And they can help broaden these people's horizons.

There are no tutors around them. There is no one who is coming to help. But an AI that can run off of a small battery and a connection to a cellular network can give them access to genuine intelligence to make their world better.

I met one sixteen year old who was accessing Claude surreptitiously (by begging people) and was trying to apply some really fascinating biomimetic fluid dynamics observations to aerospace. This person was born in one of the more under-resourced parts of the world. And Claude gave them a list of people to reach out to who could help.

If you want a golden age for humanity, you should be asking for Licklider's Man-Machine Symbiosis.