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NEURALINK CO FOUNDER: AI ISN’T COPYING US, IT’S FINDING THE SAME TRUTHS WE DID Max Hodak, a Neuralink co-founder, says something remarkable is happening between AI and neuroscience. The deeper researchers look, the more they see the same mathematical patterns emerging in machines that exist in human thought. Different...

88,154 görüntüleme • 7 ay önce •via X (Twitter)

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.David Deutsch: "What's currently called AI and AGI are not only different from each other, they are very close to being the exact opposites of each other. The reason is that an AI, current AI is like an AI that diagnoses diseases or an AI that plays chess or an AI that controls a huge factory. Those things have objective functions, that is they have a function that they are designed to maximize and that is why they are used in those particular applications. Or in military terms, you could say the objective is to hit the target. You might say the objective is to hit the target unless some thing specified, but it's a specified thing comes up in which case don't hit the target and so on. This is, as I said, almost the opposite of what humans do when humans think. For a start, the AI has to be obedient, that is it has to actually do the things it is programmed to do, whereas a human is fundamentally disobedient, especially when being creative. When a human plays chess, they are performing a completely different kind of computation. They don't do the same things, they don't investigate the same possibilities that the artificial chess playing machine does, because the artificial one is capable of looking at billions and billions of possibilities, whereas the human can only look at hundreds or something. They are doing something completely different. Another difference is that the human can explain, can write a book later, having become world champion, can write a book saying how I did it, as the computer program that beats the world champion can write no such book, because it has no idea how it did it. It was just following a program. I was doing this and that and that and none of that is illuminating. Also, third thing, the chess player can decide I don't want to play chess anymore, from now on I will play Go or from now on I will play tennis. If commanded to play chess, the functionality will deteriorate completely. Those things are different. What we want in an AGI is that it behaves in a way that cannot be specified in advance, because if you specified it, you would already have the answer. The AGI program has to give unexpected answers, answers to questions we didn't even know how to ask."

Deutsch Explains

72,455 görüntüleme • 1 yıl önce

Sometimes the thing that hurts you, isn’t the moment itself, it’s the fact that you keep reliving it. Not once. Not twice. But in patterns that look different outside and feel identical inside. You start wondering why it keeps happening. Why the same fears return. Why the same version of you shows up even when you swore you were done with him. Most people think life moves in a straight line. But the Vishnu Purana says something completely different: “Krita, Treta, Dvapara and Kali, these ages turn like a wheel.” A wheel. Not a timeline. A rotation that keeps circling back until something in you changes. Centuries later, Nietzsche said almost the same thing, his idea of “eternal recurrence.” If you had to live this day again and again, would you be proud of it, or terrified that you’re still choosing the same life? And even modern physics keeps stumbling toward the same shape, cyclic universe models, Big Bangs followed by cosmic “bounces,” universe after universe rising from the ashes of the last. Once you see this, your own life starts making a different kind of sense. You stop blaming fate and start noticing your habits. You stop praying for a new life while living the old one on autopilot. Because you’re not trapped in a cycle. You’re participating in one. So ask yourself, What keeps returning because you haven’t faced it yet? What pattern keeps knocking like a teacher you ignore? What moment repeats because you haven’t shown up differently? In a universe where time moves in circles, even the smallest choice isn’t small. It becomes a pattern. A future. A repetition, or a release. Maybe this is the moment where the wheel comes back around and you finally choose a different version of you. Maybe this is your cycle break.

Wisdom Walk

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David Sacks: The AI Regulatory Frenzy at the State Level is “Very Concerning” “Let me give you some stats on this.” “All 50 states have introduced AI bills in 2025.” “There's been over 1,000 bills in state legislatures.” “118 AI laws have already been passed across the 50 states.” “Everyone just seems to be motivated by the imperative to ‘do something’ on AI, even though no one's really sure what that something should be.” “And there's no real agreement on what all these AI regulations are supposed to do, or what the risks are, so they're just making things up.” “So you've got 50 different states each with their own reporting regime, which is going to be a trap for startups because they've all gotta figure this out about what they're supposed to report on, what the deadlines are, who to report to.” “And if you wanna see where this is going, look at Colorado.” “This has already been passed into law, SB 24-205, Consumer Protections for Artificial Intelligence. It bans something they call ‘algorithmic discrimination.’” “Algorithmic discrimination is defined as unlawful differential treatment or disparate impact based on protected characteristics. So things like age, race, sex, disability.” “If any of those factors drive an AI decision and it results in a disparate impact, then both the developer of the AI model and the deployer, which means the business that's using it, can be in violation of this law and they can be prosecuted by the Colorado Attorney General.” “The only way that I see for model developers to comply with this law, is to build in a new DEI layer into the models, to basically somehow prevent models from giving outputs that might have a disparate impact on protected groups.” “So we're back to Woke AI again, and I think that's the whole point.”

The All-In Podcast

186,860 görüntüleme • 10 ay önce