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Sam Altman says the next AI safety problem is not a chatbot being wrong. It is an agent taking actions you cannot audit. "We are going to have AI systems clicking around the internet." "This is the most interesting and consequential safety challenge we have yet faced." Because once...

31,208 görüntüleme • 1 ay önce •via X (Twitter)

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Sam Altman explains the fire code model for AI safety: stop pretending labs can block every dangerous use, build resilience before bio or cyber goes visibly wrong. "The shift that I think the world needs to make for AI security generally, and biosecurity in particular, is to move from one of blocking to one of resilience." "Fire did all these wonderful things for society. Then it started burning down cities. We tried to do all of these things to restrict fire." "Curfew comes from when you were not allowed to have fires anymore because they were burning down cities. And then we got better at resilience to fire. We came up with fire code and flame resistant materials." "I think we need to think about AI the same way. AI is going to be a real problem for bioterrorism. AI is going to be a real problem for cybersecurity. AI is also a solution to those things." "We need a society-wide effort to provide the infrastructure for this resilience, not labs that we trust to always block what they are supposed to block." "If something goes really wrong, visibly really wrong for AI this year, I think bio would be a reasonable bet for what that could be. And then as we get into next year and the following year, you can imagine lots of other things going really wrong too." Most AI safety debates still treat the model lab as the main checkpoint. Sam is describing a different stack: fire code for AI, resilience infrastructure, bio researchers, cyber defense, many good models, and public systems that keep working when blocking fails. Call it the assurance layer: who tests, who audits, who verifies, who discloses, who is accountable when AI enters biological, cyber, medical, financial, and government workflows. P.S. This is exactly why we are convening the AI Assurance & Governance Summit at Stanford Faculty Club on Oct 1, 2026: frontier labs, regulated industries, VCs, researchers, insurers, and practical trust evaluation in one room. Reserve a seat: Source: Sam Altman (Sam Altman), CEO of OpenAI, at OpenAI Town Hall.

Karl Mehta

14,990 görüntüleme • 1 ay önce

Sam Altman's new interview: AI should not be designed to pursue goals that are disconnected from human needs. People must remain at the center of AI development. “I have no interest in building a super-smart AI that accomplishes some non-human goals. People should react. People should say, ‘Hey, this is what I want, and this is what I do not want.’ I do not think the issue is that we have failed to explain the benefits. We say, ‘AI is going to cure a bunch of diseases,’ and people say, ‘Okay, that is great, but that is not really my question. My question is: What is my role in the future? What is my economic future? What is my agency? How do I know that my kids and my family will still be able to have fulfilling, creative expression, struggle, drive the world forward, grow, and do this thing together in a way that has worked for a long time?’ When people in AI say, ‘Sure, there are going to be no jobs,’ or ‘50% of jobs are going to go away,’ or ‘90% of jobs are going to go away,’ and ‘AI is going to be smarter than you at everything,’ and ‘We will give you some basic income, but you are not really going to have a role,’ that is horrible. And by the way, if an AI company says, ‘Maybe we are going to destroy all the jobs, and we will be the most valuable company in the world,’ people should look at you like, ‘Yeah, that is a terrible message.’ I do not think the problem is that we have not articulated the upsides. I think people actually believe us. They hear, ‘AI may cure your cancer,’ and they think, ‘That sounds great.’ I think we, as an industry, have failed to explain how people stay in control of determining the future at every step, and how people can still have a meaningful life in all the ways we care about.” ---- From "CNBC Television" YouTube channel, (link in comment)

Rohan Paul

79,111 görüntüleme • 2 ay önce

the system is broken and you know it you feel it every single day when you look at your bills when you check your bank account when you see the price of food gas rent clothes everything crawling up while your pay stays the same or goes down inflation is not some natural thing it is engineered it is theft it is the slow bleeding of the people so the few at the top can keep the machine running they print fake money they move digits around and you pay the price with your time your sweat your life and it is not going to stop because inflation is their weapon it is how they keep you working forever it is how they erase any progress you think you made you save for years and suddenly the money buys half of what it used to this is deliberate this is control and while you struggle they laugh they invent new ways to trap you in debt credit mortgages interest rates numbers and contracts designed so you never actually own anything you just rent your life from them until you die and then your children inherit the same chains now they bring ai and they tell you it will help you it will make your life easier but it is not for you it is for them ai is the final weapon to render humans obsolete they took your land they took your labor and now they are taking your mind your creativity your value soon everything you can do will be cheaper faster automated and you will be told you are worthless because a machine does it better this is not progress this is extermination with a smile look around people already feel powerless they accept the rising costs they accept being replaced they accept debt and slavery because they think there is no alternative but there is an alternative there is the overtake the collapse the tearing down of the machine before it tears us down first alone we are weak together we are unstoppable we must stand together because no one is coming to save us governments are owned by banks banks are owned by corporations corporations are owned by the same elites who see you not as human but as numbers in their ledgers they are not going to change it they are not going to give you freedom we must take it the cost of doing nothing is extinction of human worth a future where we are consumers and nothing else where ai runs the machines and the elites live like gods while the rest of us starve in silence that is what is coming if we do not step up now we must rise not tomorrow not next year but now we must see through their lies and break their chains together because they cannot control all of us if we act as one we are not powerless we are infinite we are the many and they are the few the overtake is survival it is not a dream it is not an idea it is the only way out if we do not act there will be nothing left worth saving wake up

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38,240 görüntüleme • 11 ay önce

🚨 “Utah is planning on taking water away from farmers and ranchers right now” “They are currently writing new legislation that is going to put new regulations on farmers and ranchers water use — We need your help. We need to save the farmers and ranchers” “The verbiage in the bill is that they are going to require them to use less water, water that has been already granted to them from generations past, or they're going to require them to use more water saving technologies. But who is going to pay for that? It sure as hell isn't going to be the legislators, it's not going to be the senators, it's not going to be the governor. It's going to be the taxpayers and the farmers and ranchers who are going to have to equip for this. So right now we need your help. We need you to call all of the state senators, we need to call all the city offices, we need to send as many emails as we possibly can. Leave the farmers out of this bill. There should be no reason that they're included in this whatsoever —- So if you guys can please make the calls, please send the emails. We need your help.” ‘The Utah farmers and ranchers truly need your help. We barely have enough water as it is to raise our crops to feed and grow our animals. If there is any more regulation, we will lose more and more and more of our family farms and ranches. They will not be able to survive this. This is just a stepping stone and if it happens in one place, it will continue to happen all across the nation please if you can share with your family and friends please leave your comments below. We need your help.”

Wall Street Apes

107,117 görüntüleme • 1 yıl önce

"Long-horizon tasks are still a joke. They do not work, and I do not care what anybody says. Do not show me a stupid evaluation. Do not tell me about some dumb script you ran for 48 hours. Long-horizon tasks are not handled well. They simply do not work." - Chamath at Stanford AI Club "Second, complex problems also do not work. They are neither addressed nor handled well. Why is this important? If AI develops like any other technology, we are going to experience an initial rise—the hype cycle. Then, we will see a natural contraction because, somehow and somewhere, something is going to fail. We are all going to see this, and then we will enter what is called the “trough of disillusionment.” I think the business and MBA folks will confirm whether that is true. Afterward, you typically see the slow and gradual adoption of the real, final solution. This happened with the internet, and it has happened in many other cases. The problem is that we are spending hundreds of billions, potentially trillions, of dollars trying to figure out how to cross this chasm. So, what do we do? If we do not figure this out, people will reach the trough of disillusionment and say that AI was a joke. I think we need to be able to bring AI into highly complicated environments and make it work. What is my solution? At a very basic level, you need a symbolic space that guides the embedded space." ---- From "techniahqrobot" YouTube channel, (full video link in comment)

Rohan Paul

35,423 görüntüleme • 11 gün önce