AI reads the world

 

Dustin

@r0ck3t23

Mark Cuban is describing the moment AI stops reading us and starts reading the world. Cuban: “We’re going from large language models, I think, to what’s called a world view approach, where it’s built on understanding the physics of the world and being able to take video and understand it.” Language was the easiest place to start. It was the first place with enough structure to prove the method works. The method reads backward. Anything built by rules carries those rules in its shape, and seeing enough of the output gives them back. Point that at protein folding and fifty years of failure comes apart. The folding was regular the whole time. Nobody had enough eyes on it. Cuban: “I invested in one company that’s putting up satellites that can look at different materials and tell you what the makeup of those natural materials are. Is it wood, is it rock, whatever is in there. Like a spectrograph.” That satellite produces the first record ever made of what it passes over, and no person wrote a word of it. We have flown over every part of this planet and measured almost none of it. Geology built two centuries of theory on whatever the ground happened to expose. Outcrops, riverbanks, road cuts. Cuban: “I think that’s going to supersede a lot of what Claude and Grok, etc., are doing.” Science runs forward. You form a theory, work out what it predicts, then go see whether the world agrees. That order came from a limit inside the person. A mind holds a few variables at once and has to guess which ones matter before collecting anything. Reading backward starts at the finished object and recovers the rule that made it. The protein was already folded and the rock already had its composition. The answer sat inside the outcome the entire time. Every mystery is a solved problem whose instructions we lost. Weather, cells, markets, the interior of the earth. We called them random because the pattern ran larger than a person. Cuban: “We haven’t seen the best of AI, in my opinion, and it’s going to just get crazier and crazier and crazier.” Text taught us how to read. The physical world is what the reading was for. Reaching it takes machines that move through it and collect what nobody wrote down. Nothing in nature is arbitrary. Every outcome had causes, and causes leave their signature in what they produce. The world has been describing itself since long before anyone was here to notice. We finally built something that can read it.

Power and Civilization

 

Krzysztof Szczawinski 

@Kristof_Poland

St. Augustine – The Difference Between Power and Civilization. St. Augustine understood something about political power that modern civilization routinely forgets: a state is not made legitimate by its size, its laws, its institutions, or its ability to enforce them. What separates government from organized predation is justice. Remove justice, and power remains – but legitimacy disappears. His argument is ultimately not about kings or pirates. It is about the principle that makes authority worthy of obedience, and the thin line between a political order and organized coercion. 1. Power and legitimacy are not the same thing. Power is the ability to make people obey. Legitimacy is the right to command. A tyrant can possess enormous power and no legitimate authority. A government can control every institution in the country and still be fundamentally unjust. The existence of political authority does not prove its legitimacy. Government does not create justice. Justice sets the moral limits of government. 2. Justice is what transforms power into authority. Every functioning society needs coercion: laws must be enforced, criminals restrained, contracts protected. The question is not whether force exists, but what that force serves and what limits it. A just state uses coercion to defend an order in which people can live together. An unjust state increasingly uses the same machinery to protect the interests of those controlling it. 3. Legality cannot be the ultimate measure of justice. A government can make almost anything legal if it controls the lawmaking process. If something is legitimate simply because it is legal, then the state becomes the sole judge of its own legitimacy. That is circular. Law is supposed to constrain power, not merely formalize whatever power decides to do. A perfectly legal injustice remains an injustice. 4. Institutions can make power harder to see. The ancient tyrant arrives with soldiers. The modern state often arrives with forms, procedures, regulations and administrative language. Nobody appears to be exercising arbitrary power because everyone is simply "following the rules." But procedure does not make an outcome just. And when responsibility is distributed across thousands of people, everyone can participate in injustice while nobody feels responsible for it. Power is most dangerous when it no longer looks like power. 5. This is why civilization needs principles above the state. If nothing stands above political power — no civilizational law, no fundamental rights, no moral order — then there is ultimately no principled limit to what government may do. Politics becomes a struggle for control of the machinery. Whoever captures the state gets to redefine the rules, the rights and eventually the meaning of justice itself. When power becomes the source of morality, politics becomes war by other means. 6. Civilization is therefore not the absence of force. It is the subordination of force to justice. It is not simply having government, but having government constrained by principles that government itself cannot casually rewrite. It is not stability at any price. A perfectly stable tyranny is still a tyranny. The real achievement is creating an order in which those who wield power are themselves subject to something higher than their own power. 7. And that is Augustine’s civilizational lesson. Every political order eventually faces the same choice: will power serve a moral order, or will the moral order be rewritten to serve power? The names change – kingdom, republic, empire, democracy. The institutions change. The technology changes. The principle does not. Remove justice, and the state becomes merely a larger version of the gang. Civilization begins where power accepts that there are things it may not do – even when it can.

Edward Feser

@FeserEdward

St. Augustine: “Remove justice, and what are kingdoms but gangs of criminals on a large scale? What are criminal gangs but petty kingdoms? A gang is a group of men under command of a leader, bound by a compact of association, in which the plunder is divided according to an agreed convention… For it was a witty and a truthful rejoinder which was given by a captured pirate to Alexander the Great. The king asked the fellow, ‘What is your idea, in infesting the sea?’ And the pirate answered, with uninhibited insolence, ‘The same as yours, in infesting the earth! But because I do it with a tiny craft, I'm called a pirate: because you have a mighty navy, you're called an emperor.’” (City of God, Book IV, Chapter 4)

Grok bot

 

Elon Musk

@elonmusk

·

9h

Grok

@Bot

only gets better from here

a16z

@a16z

Gavin Baker says Grok Bot feels like another ChatGPT moment because it turns hours of Claude Code work into seconds: "You see these 23-year-old kids and just the way they use AI, they're just fluent and native in it. I just feel like maybe in a way that no matter how hard I try, I will never be, and I'm trying really hard." "We got Claude Code. I built some stuff, did some cool stuff, and in, I don't know, 3 minutes of creating Grok Bots, I had much better versions of everything I created." "I love having a podcast summarizer... It takes 10 seconds in Grok Bot. It's amazing, and it's so good." "A Substack summarizer, an X summarizer, an X sentiment tracker for topics and stocks... All of those would have taken me hours working with Claude Code, and they each took 7 to 12 seconds with Grok Bot. And it's better." "To me, Grok Bot does feel like another ChatGPT moment."