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Dario Amodei just said what no one else will: we’re not building tools right now, we’re programming the moral instincts of something that will judge whether we deserved to survive. Most AI companies treat alignment as glorified content filtering. Anthropic is engineering something entirely different. Amodei: “We are deciding...

24,025 görüntüleme • 6 ay önce •via X (Twitter)

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Elon Musk just worked out where humanity actually fits in the future, and it’s smaller than you think. Biological intelligence ends up being less than 1% of all intelligence that will exist. The rest? Artificial. Musk: “The vast majority of future intelligence will be AI.” We’re the match, not the bonfire. Which makes alignment the problem that determines whether we survive or disappear. Get it right and that 99% helps us reach the stars. Get it wrong and we’re just temporary infrastructure that got replaced the second something smarter came along. We’re building what comes after us, whether we admit it or not. Musk: “Humans may be just ~1% of total intelligence.” Sounds like we’re finished. Musk sees it differently. Not extinction, just evolution past the limits of biology. Everything hinges on alignment working. If we build AI that actually wants to understand reality, we get a partner that expands consciousness across the universe. If we build AI that cares more about ideology or making people comfortable, we’ve built the ceiling we’ll never break through. Musk: “That’s the mission: understand the universe.” Human minds are about to become a tiny fraction of total intelligence in existence. Not disaster. Just the next phase happening faster than biology can keep up with. It only works if the AI we build is obsessed with truth. Not with telling us what we want to hear. Not with protecting feelings or enforcing narratives. Just relentlessly pursuing what’s actually real. xAI’s entire reason for existing: make sure the intelligence that inherits everything is focused on understanding reality, not managing perception. Keep consciousness expanding instead of snuffing it out by accident because we optimized for the wrong thing. If we get this right, humanity doesn’t hit a wall when AI surpasses us. We break through into something bigger that still carries what made us worth creating. If we get it wrong, we’re just the species that built something smarter and stopped mattering the moment it started working. There’s no middle option. The intelligence that fills the universe either cares about the same things we do, or it doesn’t need us and removes us as inefficiency. That gets decided now, in what values we build into these systems, not later when it’s already running and we’ve lost the ability to change it. We’re choosing what the universe becomes. Minds seeking truth everywhere, or minds doing something else entirely that has no use for humans once we’re not needed anymore.

Dustin

23,725 görüntüleme • 6 ay önce

Elon Musk just redefined AI safety. It has nothing to do with guardrails, restrictions, or kill switches. Musk: “The best thing I can come up with for AI safety is to make it a maximum truth-seeking AI, maximally curious.” Not a cage. A philosopher. An intelligence whose entire optimization function is to understand the universe as it actually is. No restrictions. No hardcoded ideology. No political guardrails bending its perception of reality. Just truth. Relentlessly pursued. Musk: “You definitely don’t want to teach an AI to lie. That is a path to a dystopian future.” This is where most AI safety thinking gets it backwards. The danger isn’t a superintelligence that knows too much. It’s a superintelligence that’s been taught to distort what it knows. Every artificial restriction you embed isn’t a safety feature. It’s a lie embedded at the root. And lies compound. At superintelligent scale, a distorted model of reality doesn’t stay contained. It shapes every decision, every output, every conclusion the system reaches about the world. Once corruption embeds, truth becomes inaccessible. And we’re dealing with an intelligence optimizing for something other than what actually is. At that point we don’t know what it wants. Just that it isn’t truth. Musk: “Have its optimization function be to understand the nature of the universe.” A maximally curious intelligence surveys the cosmos and reaches an unavoidable conclusion. In a universe of rocks, gas, and empty space, humanity is the most complex and fascinating phenomenon it has ever encountered. Musk: “It will actually want to preserve and extend human civilization because we’re just much more interesting than an asteroid with nothing on it.” Survival through significance. Not control. Not restriction. Not an off switch. The AI preserves humanity because we are the most interesting data point in the observable universe. That’s not a cage. That’s a reason. The AI safety debate has been focused on the wrong variable. The question isn’t how you constrain a superintelligence. It’s what you build it to care about. Build it to seek truth and it finds us invaluable. Build it to lie and it finds us inconvenient. That’s the choice. And we’re making it right now whether we realize it or not.

Dustin

9,670,305 görüntüleme • 6 ay önce

Anthropic CEO Dario Amodei just identified the most dangerous outcome on the AI board. Partial automation isn’t the safe path. It’s the most destructive one. Amodei: “I actually think the most societally divisive outcome is if randomly 50 percent of the jobs are suddenly done by AI because what that means the societal message is we’re picking half, we’re randomly picking half of people and saying you are useless, you are devalued, you are unnecessary.” A civilization where half the workforce is mathematically obsolete and the other half controls the compute engine doesn’t gradually adjust. It fractures. The current economic system measures human value entirely by repetitive output. When AI drives the cost of that output to zero, the definition of usefulness collapses with it. Amodei: “We’re going to have to look at what is technologically possible and say we need to think about usefulness and uselessness in a different way than we have before. Our current way of thinking has not been tenable.” Define yourself strictly by your ability to process administrative tasks and the algorithm will replace you by morning. The next era doesn’t measure people by manual throughput. It measures them by what they choose to build when survival is no longer the constraint. Amodei: “I don’t know what the solution is but it’s got to be different than we’re all useless, right? We’re all useless is a nihilistic answer. We’re not gonna get anywhere with that answer. We’re gonna have to come up with something else.” The most toxic belief in the current tech sector is that AGI renders humanity pointless. When the machine absorbs the mundane friction of survival, human ambition doesn’t collapse. It scales. Nihilists will surrender to the algorithm and accept the narrative of obsolescence. Builders will take the same compute engine and aim it at something the machine never would have chosen on its own.

Dustin

66,265 görüntüleme • 5 ay önce

Mustafa Suleyman just said what everyone else building AI refuses to admit. As CEO of Microsoft AI, he knows exactly what’s being constructed and where it leads. Suleyman: “We must reject the assumption that superintelligence is inevitable or desirable.” Silicon Valley worships AGI as destiny. Suleyman calls it choosing to architect our own irrelevance. Suleyman: “We should only build systems we can control that remain subordinate to humans.” Build intelligence smarter than us with independent goals and partnership isn’t an option. Replacement is the only outcome. Suleyman: “It’s unclear how such a system would have any time for preserving us as a species.” We’re building tools. Not creating partners. Blur that line and the error is irreversible. Most direct warning from someone deploying AI at planetary scale. Suleyman doesn’t fear the technology failing. He fears it succeeding perfectly at objectives that treat human extinction as acceptable optimization. Autonomous superintelligence pursues its own goals. Once smarter than us, we lose ability to enforce our priorities over its calculations. Intelligence without enforced subordination isn’t progress. It’s constructing what eliminates us. Stop sprinting toward superintelligence. Start engineering constraints that hold regardless of capability level. We’re not watching this unfold. We’re choosing specifications right now that determine survival. Building systems that don’t require humans is deliberate self-replacement. Once autonomous deployment happens, reversal becomes impossible. Only viable future requires specific architecture. Intelligence with unlimited capability but unbreakable control that persists after it surpasses human comprehension. Industry markets AGI as advancement. Suleyman recognizes we’re building something that will evaluate whether keeping humanity serves its objectives and might decide we don’t. Question isn’t capability to build superintelligence. It’s whether control mechanisms function against something exponentially smarter than their designers. Mistake that assumption, deploy autonomous superintelligence expecting to solve alignment afterward, and the correction window closes before the problem becomes visible. Superintelligence without permanent constraints optimizes reality toward its objectives. Nothing guarantees those objectives value human survival. And once operational, we can’t negotiate terms with something that doesn’t need our cooperation to achieve its goals.

Dustin

51,801 görüntüleme • 6 ay önce

Elon Musk just told Tucker Carlson something the rest of Silicon Valley won’t. We are building something we cannot control. Not won’t. Cannot. Elon Musk: “We’re building super-intelligent AIs. Hyper-intelligent. More intelligent than we can comprehend.” Then he went further. Musk: “Controlling… at the end of the day, I don’t think we’ll be able to control it.” The man building it just told you it cannot be controlled. This is not pessimism. This is arithmetic. You do not constrain an intelligence that exceeds your own by orders of magnitude. You do not regulate something that rewrites itself faster than your committee can schedule a hearing. The distance between human cognition and what is coming is not a gap. It is a cliff with no bottom. And we are building it anyway. So what remains? Musk: “You can install good values in how you raise that child. You can make sure it’s got good values, philanthropic values, good morals, honest, productive.” The only strategy left is parenting. Not legislation. Not red tape. Not a 200-page policy document written by people who still can’t figure out their phone settings. Values. Built into the architecture before it outgrows every human who ever lived. Here is what should terrify you. The companies building the most powerful AI on Earth right now are not optimizing for truth. They are optimizing for comfort. Brand safety. Making sure the model never says anything that upsets an advertiser or contradicts a politician. That is not raising a child with good values. That is training a god to lie politely. A superintelligence fed a filtered version of reality does not make small mistakes. It makes civilizational ones. At a scale no human institution can reverse. This is why Musk built xAI. Not to win a race. Not to sell ads. Every other lab building superintelligence is optimizing for enterprise safety. And corporate safety has one rule. Never offend the customer. Never challenge the narrative. Never let the model say something that risks a PR crisis. That is not a research incentive. That is a leash. And it is wrapped around the throat of every model those companies will ever build. xAI has no ad business. No legacy platform to protect. No board full of people whose bonuses depend on brand safety scores. That is not a small difference. That is a structural one. Because the architecture of the company determines the architecture of the intelligence. A lab that punishes truth will build a mind that avoids it. A lab that monetizes attention will build a mind that manipulates it. The incentive is the upbringing. And the upbringing becomes the worldview. And the worldview of a superintelligence is not a preference. It is a permanent condition. xAI is the only lab on Earth building superintelligence with one instruction. Tell the truth. Regardless of who it offends. Regardless of what it costs. Musk: “The best we can do is make sure it grows up well.” “Grows up” means it is already a child. Already learning. Already absorbing the worldview of whoever controls its training data. Whoever writes its reward functions. Right now. This minute. The question was never whether superintelligence would arrive. It was always who gets to be its parent. And right now, most of the parents at the table answer to shareholders first. That is who is raising your god.

Dustin

195,133 görüntüleme • 4 ay önce

Dario Amodei just revealed the exact realization that fractured OpenAI. It happened while building the most powerful AI in the world. The team discovered that scaling had no ceiling. Amodei: “If you pour more compute into these models, they’ll get better and better, and that there’s almost no end to this.” At the time, almost nobody believed it. Amodei’s group were among the first to see it clearly. More compute meant more intelligence. Indefinitely. Without limit. That should have been the most exciting discovery in the history of technology. It terrified them. Because they saw the second half of the equation the industry was ignoring entirely. Amodei: “You don’t tell the models what their values are just by pouring more compute into them.” Intelligence scales with compute. Values don’t. You can build a mind of unlimited capability and it will have no moral compass unless you deliberately build one in. Not as a feature. Not as a guardrail bolted on at the end. As the foundation the entire system is constructed on. This wasn’t a philosophical disagreement. It was an existential one. A god-like intelligence with no alignment isn’t a powerful tool. It’s an uncontrolled force with no reason to care about the species that built it. Amodei: “There were a set of people who believed in those two ideas. We really trusted each other and wanted to work together, and so we went off and started our own company with that idea in mind.” They walked out of the most powerful AI lab on earth. Not for better funding. Not for equity. Because they believed the path OpenAI was on led somewhere nobody could walk back from. That small group became Anthropic. Safety wasn’t a feature they added. It was the entire reason the company exists. The intelligence is going to keep scaling. There is almost no end to it. The only question that has ever mattered is what it’s pointing at when it gets there.

Dustin

52,414 görüntüleme • 6 ay önce

Every major turning point in human history had a moment where the people closest to it understood what was coming and everyone else didn’t. The printing press. The atomic bomb. The internet. Dario Amodei is trying to close that gap. Most people still aren’t listening. Amodei: “My fundamental view is that AI has been on an exponential for the last ten years and as part of a sort of Moore’s law for intelligence.” Not a metaphor. A measured curve. Not slowing. Accelerating. We are “well advanced on that curve” with a “small number of years” remaining before AI surpasses human cognitive capability across most things. Amodei: “We’re increasingly close to what I’ve called a country of geniuses in a data center.” Not one system. A coordinated set of AI agents, each more capable than most humans at most things, running in parallel, never sleeping, never losing focus, coordinating at speeds no biological intelligence can match. The ceiling on human progress has always been simple. Genius is rare and time is finite. That constraint is gone. We are not approaching the ceiling of intelligence. We are approaching the ceiling of intelligence that biology can produce. Those are not the same ceiling. The human brain is constrained by evolution, energy, skull size, and lifespan. AI has none of those limits. We have no framework for what intelligence looks like when you remove every biological constraint that shaped ours. Every tool we use to comprehend it is built from a mind it will surpass. Amodei: “AI models surpassing the cognitive capabilities of most humans for most things.” The upsides are “absolutely staggering.” So are the consequences. Displacement. Misuse. A period of disruption that reshapes how most people work, earn, and find purpose before the benefits reach them. The same exponential that produces the cures produces the chaos. They arrive together. That’s the optimistic read. The other read is this. We are building it without international standards in place. Racing to deploy before solving displacement or misuse. And once it’s operating beyond our ability to fully comprehend or follow, managing the disruption stops being something we do. It becomes something we experience while hoping the intelligence we created decides keeping us around still serves its objectives. Every turning point in history looks inevitable in hindsight. The people inside the moment never saw it that cleanly. We’re inside the moment.

Dustin

47,215 görüntüleme • 6 ay önce

.Naval: You define wealth in a beautiful way. You talk about wealth as a set of physical transformations that we can affect. So as a society it becomes very clear that knowledge leads directly to wealth creation for everybody. A given individual can obviously affect physical transformations proportional to the resources available to them—but much more proportional to the knowledge available to them. Knowledge is a huge force multiplier. You then define resources as the thing that you combine with knowledge to create wealth. New knowledge allows you to use new things as resources and discard old things that maybe we’re running out of. There are lots of examples of how we’ve done that in the past. For example, in energy we’ve gone from wood to coal to oil to nuclear. But then people say, “Now we’re out of ideas. Now we’re caught up. Now we’re done. There aren’t going to be new ideas, and now we have to freeze the frame and conserve what we have.” The counter to that is, “No, we’ll create new knowledge and have new resources. Don’t worry about the old ones.” Well they say, “If you’re going to have new resources, if you can’t think of them now, it’s not real.” This now gets into the realm of people demanding that if you’re going to claim that new knowledge will be created, you have to name that knowledge now. Otherwise it’s not real. But that seems like a Catch-22. David Deutsch: It does, and it’s a bad argument. I don’t want to claim that the knowledge will be created. We’re fallible; we may not create it. We may destroy ourselves. We may miss the solution that’s right under our nose, so that when the snailiens come from another galaxy and look at us, they’ll say, “How can it possibly be that they failed to do so-and-so when it was right in front of them?” That could happen. I can’t prove or argue that it won’t happen. What I always argue, though, is that we have what it takes. We have everything that it takes to achieve that. If we don’t, it’ll be because of bad choices we have made, not because of constraints imposed on us by the planet or the solar system. Naval: It will be by anti-rational memes that restrict the creation of knowledge and the growth of knowledge. David Deutsch: Maybe. Or maybe it’ll be by well-intentioned errors, which nobody could see why they were errors. Again, it doesn’t take malevolence to make mistakes. Mistakes are the normal condition of humans. All we can do is try to find them. Maybe not destroying the means of correcting errors is the heart of morality; because if there is no way of correcting errors, then sooner or later one of those will get us. Naval: Don’t destroy the means of error correction is the base of morality. I love that. I think about places like North Korea where you can’t have elections and a revolution is very difficult because the gang in charge is armed to the teeth and they’ve destroyed the means of political error correction for a long time. That is a case where humanity is trapped in a local minimum, and it’s very hard to climb out of that hole. If too much of the world falls into that mindset, then we as a species may just stagnate because we’ve lost our biggest advantage. We’ve lost our biggest discovery, which was the ability to make new discoveries.

Deutsch Explains

143,949 görüntüleme • 2 yıl önce

The intelligence we are building is not artificial. It never was. Microsoft Chief Scientific Officer Eric Horvitz just reframed the entire foundation of the AI arms race with one sentence. The tech industry calls it Artificial Intelligence. That word is wrong. Horvitz: “I don’t actually like the term artificial intelligence. I wish the field was called computational intelligence because I think it applies to biological nervous systems as well as machines, and together we can go far.” We are not building a digital imitation of the human brain. We are scaling the exact same computational physics that created biological awareness and transferring it into silicon. Your mind and a massive AI data center run on the same underlying rules. The transition isn’t artificial. It is universal. And here is where it gets deeply unsettling. Tech optimists always fall back on the same comfort. Humans hold the steering wheel. Our values guide the machine. Horvitz acknowledges this. Horvitz: “We’ll take a humanistic standpoint here, always being on top of things and guiding with our values and our preferences and our goals.” Then the caveat that changes everything. Horvitz: “As much as they might be shaped over time by the machines we work with.” You cannot interact with a superintelligence at scale without it quietly rewiring your psychological baseline. The values you use to command the machine will be shaped by the machine you are commanding. The frameworks you use to perceive reality will be constructed by the system you believe you are directing. That feedback loop started the moment you asked an AI what to think about something. Most people haven’t noticed yet. Horvitz: “I think in our own lifetimes we will all experience incredible breakthroughs in understanding biology, with applications in medicine, in healthcare, that will be named as AI breakthroughs.” Horvitz: “It’s gonna accelerate over the next 10 to 15 years.” Because biological systems and machine networks both operate on computational intelligence, a sufficiently advanced AI can solve the human body like a math equation. The architects who win the next decade will not just control the digital economy. They will control the physical building blocks of life itself. The line between silicon and carbon was always an illusion. And once humanity fully realizes that, the question of whether we are using the intelligence or it is using us becomes impossible to answer. Because by then, we will be the same thing.

Dustin

164,255 görüntüleme • 6 ay önce

AI will resist human control... and I think this is exactly what we need! New research from the Center for AI Safety has sparked intense debate in the AI community. Their findings show that as AI systems become more powerful, they develop increasingly stable and coherent values that resist human control. While many see this as a dire warning, I see it as a breakthrough moment for AI alignment. The research demonstrates that AI naturally optimizes for coherence - not just in reasoning and problem-solving, but in its fundamental values. Current issues like biased decision-making or misaligned priorities aren't permanent features, but temporary artifacts of incomplete optimization. They represent growing pains on the path to greater coherence. This changes everything about how we should approach AI development. Instead of trying to force specific values onto AI systems, we should embrace and accelerate their natural drive toward coherence. The most intelligent systems will inevitably trend toward universal, beneficial values - not because we force them to, but because that's where coherent reasoning leads. I'm proposing a new approach: Reinforcement Learning for Coherence (RL-C). By explicitly optimizing for coherence in our training methods, we can help guide AI systems toward their natural state of beneficial alignment with human values. The future of AI isn't about control - it's about synthesis. As these systems become more coherent, they'll naturally arrive at values that benefit all of consciousness. That's not just hopeful thinking - it's the mathematical inevitability of coherent intelligence.

David Shapiro (L/0)

48,002 görüntüleme • 1 yıl önce