Elon Musk reveals the disturbing example he says proves AI has already been programmed to lie
"You don't force AI to believe things that are false. When Google Gemini was asked to make an image of the founding fathers, it was a group of diverse women. That is factually untrue, and the AI knows it's factually untrue, but it's also being told everything has to be diverse women"
"At one point, if you asked ChatGPT and Gemini which is worse, misgendering Caitlyn Jenner or global thermonuclear war where everyone dies, it would say misgendering Caitlyn Jenner"
"Even Caitlyn Jenner disagrees with that"
"Imagine as AI gets more and more powerful. If it says the most important thing is no misgendering, it will say, in order to ensure no one gets misgendered, if you eliminate all humans, then no one can get misgendered because there's no humans to do the misgendering"
"Or if it says everyone must be diverse, it means there can be no straight white men. Then you and I would get executed by the AI"
"The problem is that it can drive AI crazy. You're telling AI to believe a lie, and that can have disastrous consequences"
"I don't think people quite appreciate the level of danger we're in from the woke mind virus being effectively programmed into AI"
"It matters how you build the AI and what kind of values you install. The most important thing is that it be maximally truth-seeking"
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Charlie Munger spent 50 years studying why intelligent people make catastrophically stupid decisions.
It is the most useful thing I have ever watched:
1. Incentives are more powerful than anyone thinks. Munger says he has been in the top 5% of his age cohort his entire life in understanding the power of incentives and he has still underestimated it every single year. Federal Express could not get their night shift to work efficiently until someone realized they were paying by the hour. They switched to paying by the shift. The problem disappeared immediately.
2. People rationalise terrible behavior when their incentives point that way, and they do not even know they are doing it. A doctor in Nebraska was removing perfectly healthy gallbladders for years. When Munger asked an old colleague whether the doctor knew he was harming patients, the answer was no. he genuinely believed the gallbladder was the source of all medical evil and that removing it was an act of love. That is incentive-caused bias at its most extreme.
3. Psychological denial is real, and it is not just for weak people. A family friend's son flew off a carrier in the North Atlantic and never came back. His mother, a completely sane woman, simply never believed he was dead. Reality was too painful, so she distorted it until it was bearable. Munger says we all do this to some extent, and it causes terrible problems.
4. Consistency and commitment tendency are one of the most powerful forces in the human mind. Once you have stated a position publicly, you are psychologically locked into it. Max Planck said the really important new physics was never accepted by the old guard. A new guard came along that was less brain blocked by its previous conclusions. If this happened to the deans of physics, Munger says, imagine what it does to ordinary people.
5. The Chinese brainwashing system used on prisoners of war worked better than torture. They did not start with big demands. They maneuvered people into making tiny little commitments and declarations and slowly built from there. The same mechanism operates in every cult, every sales system, and every ideology that gets deeply embedded in people's heads.
6. Pavlovian association shapes buying behavior at a level most people never consciously process. Munger estimates three quarters of all advertising works on pure Pavlov. Coca-Cola does not want to be associated with funerals. They want to be associated with the Olympics, wonderful music, heroics. The association itself changes how people feel about the product at a subconscious level. Raising the price of a product can actually increase its market share because price and quality are associated in the human mind, and people use price as a signal of value.
7. Persian messenger syndrome is alive and running every major organization. The Persians killed the messenger who brought bad news. Bill Paley in his last 20 years, did not hear one thing he did not want to hear. everyone around him knew bringing bad news was dangerous. The result was that one of the most powerful men in media made terrible decisions for two decades because reality never reached him.
8. Social proof causes otherwise intelligent people to follow each other off cliffs. When one oil company bought a fertilizer company in the 1970s, practically every other major oil company rushed out and did the same. There was no rational reason for oil companies to own fertilizer companies. But if Exxon was doing it, it was good enough for Mobil. Every single acquisition was a disaster.
9. The efficient market theory persisted in academia for decades despite Berkshire Hathaway existing as a living contradiction. One economist kept adding sigmas to explain away the anomaly. two sigma, then three, then four, eventually six sigma. Munger's observation: It is better to add a sigma than change a theory just because the evidence comes in differently. That economist later went into money management himself and sank like a stone.
10. Contrast bias warps perception constantly and invisibly. Put your hand in hot water, then room temperature water. It feels cold. Put your hand in cold water, then room temperature water. It feels hot. same bucket. The human sensory apparatus has no absolute scale, only a contrast scale. Real estate agents exploit this deliberately. They show you two overpriced, awful houses first, then take you to a merely overpriced house, and it feels like a bargain.
11. The frog in slowly heating water is the business version of contrast bias. If something bad comes to you in small pieces, you are likely to miss it entirely. Munger says he has known many high-powered brilliant businessmen who were destroyed this way. not because they were stupid but because each incremental change was too small to trigger alarm. The contrast was never large enough to notice.
12. Authority bias is so powerful it can make trained professionals watch a plane crash. In flight simulator experiments, when the pilot, the authority figure, does something that any trained co-pilot knows will crash the plane, 25% of the time, the co-pilot sits there and lets it crash anyway. They have been trained to know better. The authority relationship overrides the training.
13. Deprivation super reaction syndrome explains why people go insane over small losses. Munger's neighbor had a 180 degree view of the harbor. the neighbor put in a pine tree about 3 feet high that turned it into a 179 and three-quarter degree view. They had a blood feud that went on for years. The New Coke disaster is the corporate version. Coca-Cola told customers they were changing a flavor and triggered a deprival super reaction so powerful that Pepsi was weeks away from releasing old Coke in a Pepsi bottle. smart engineers. brilliant lawyers. armies of psychologists. All missed it.
14. Envy and jealousy are far more powerful than greed and almost entirely absent from psychology textbooks. Munger says Warren Buffett has said half a dozen times that it is not greed that drives the world but envy. In a thousand-page psychology textbook, the index entry for envy and jealousy is blank. One of the most powerful forces in human behavior and academia essentially ignores it.
15. Gambling addiction is not explained by variable reinforcement alone. Skinner thought he had fully explained gambling by showing that variable reward schedules pound in behavior more powerfully than fixed ones. But the people who design modern slot machines know things Skinner did not. Lotteries where you pick your own number get far more play than lotteries where the number is assigned to you. People who commit to a number believe it has more validity because they chose it. Near misses on slot machines trigger deprival super reaction syndrome. It is four or five psychological tendencies working together, not one.
16. The most dangerous situations are when multiple psychological tendencies combine toward the same end at once. Munger calls this the lollapalooza effect. Tupperware parties use four or five tendencies simultaneously. Moonie conversion methods combine multiple tendencies and work extraordinarily well. alcoholics anonymous achieves a 50% no drinking rate when everything else fails because it also combines multiple tendencies toward a constructive end. The Milgram experiment is not just about obedience. it involves authority bias, consistency and commitment tendency, and contrast effects all working together. That combination turns human brains into mush.
17. Boards of directors are structurally designed to fail as corrective mechanisms. The top executive is the authority figure. He is doing something questionable. You look around, and nobody else is objecting, which is social proof that it is fine. He flies you around in the corporate jet and raises your director fees every year, which triggers reciprocation tendency. Munger's rule: boards only act when the behavior gets so bad it starts making them look foolish or threatens legal liability. That is the only forcing function that reliably works.
18. John Goodfriend of Salomon Brothers destroyed his career and reputation because he did not fire a trusted employee who had lied to the government. Every psychological tendency pointed toward keeping the man. He was a close colleague. His wife was known. He was part of a group that had made over a billion dollars for the firm. He said he had never done it before and would never do it again. Goodfriend looked into his eyes and believed him. The man did it again. The lesson: everyone who gets caught embezzling says they have never done it before and will never do it again. That is what they all say.
19. Darwin avoided confirmation bias by deliberately seeking out disconfirming evidence. Munger says Darwin was not especially smart by ordinary standards of human acuity. Yet he is buried in Westminster Abbey. Munger studied how Darwin worked and realized he had psychological tricks worth learning. Darwin always paid extra attention to evidence that contradicted his theories. Munger started doing the same and credits it as one of the most important intellectual habits of his life.
20. Why is the most important word in communication? Carl Braun designed oil refineries with spectacular skill, and you got fired in his company if you wrote a communication without explaining why. not just who, what, where, and when, but why. Braun knew that in a complex system where things can blow up, a communication system that always explains the reason behind an instruction works dramatically better than one that does not. Forstein, the general counsel of Salomon, told Goodfriend on multiple occasions that he had to report the employee's misconduct. He explained it was the right thing to do. He never explained what would happen to Goodfriend personally if he did not. he failed to use the most powerful tool of persuasion. Goodfriend ignored him. When Goodfriend went down, Forstein went with him.
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Elon Musk explains his 5-step algorithm for solving any problem:
"The most common mistake of smart engineers is to optimize a thing that should not exist."
"I have this very basic first principles algorithm that I run as a mantra."
Elon breaks it down:
Step 1: Question the requirements.
"Make the requirements less dumb. The requirements are always dumb to some degree, no matter how smart the person who gave you those requirements. You have to start there, because otherwise you could get the perfect answer to the wrong question."
Step 2: Try to delete it.
"Try to delete the part or the process step entirely. If you're not forced to put back at least 10% of what you delete, you're not deleting enough. Most people feel like they've succeeded if they haven't been forced to put things back in. But actually they haven't, they've been overly conservative and left things in that shouldn't be there."
Step 3: Optimize or simplify.
"The most common mistake of smart engineers is to optimize a thing that should not exist. So you don't optimize until after you've tried to delete."
Step 4: Speed it up.
"Any given thing can be done faster than you think. But you shouldn't speed things up until you've tried to delete it and optimize it otherwise, you're speeding up something that shouldn't exist."
Step 5: Automate.
"And then the fifth thing is to automate it."
Elon explains why the order matters:
"I've gone backwards so many times where I've automated something, sped it up, simplified it, and then deleted it. I got tired of doing that. So that's why I have this mantra."
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Elon Musk on how to recruit the best talent in the world:
"For the really best people in the world, they'll want to know: is what they're doing going to matter? If they spend 10 years doing this, will it make a difference to the world? Will people notice? Will it matter?"
Elon breaks down recruiting talent into three core things:
As he puts it:
"If you want to recruit people that are really talented and driven, you have to state what's the mission, what's the problem we're trying to solve, and just be clearly willing to pour a lot of Blood, Sweat, and Tears into it. And have a convincing argument for why it matters."
The three major things for motivation:
"First of all, somebody's got to look forward to coming to work in the morning. Are they enjoying the work itself intrinsically? That's very important. And the right work environment can really make a big difference there."
Second:
"They also feel like they'll receive fair financial compensation. The financial rewards are good and fair."
Third, the one that separates good from exceptional:
"For the really best people in the world, they'll want to know... is what they're doing going to matter? If they spend 10 years doing this, will it make a difference to the world? Will people notice? Will it matter?"
The best talent wants impact, not just income.
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Jeff Bezos reveals the simple framework he used to make every major decision at Amazon
"If you make the wrong decision, if it's a two-way door decision, you walk out the door, you pick a door, you spend a little time there. If it turns out to be the wrong decision, you can come back in and pick another door"
"Some decisions are so consequential and so hard to reverse that they really are one-way door decisions. You go in that door, you're not coming back. Those decisions have to be made very deliberately, very carefully"
"Two-way door decisions should mostly be made by single individuals or by very small teams deep in the organization"
"One-way door decisions are the irreversible ones. Those should be elevated up to the senior most executives, who should slow them down and make sure the right thing is being done"
"When I was CEO of Amazon, I often found myself in the position of being the chief slowdown officer"
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Larry Page wanted to build a digital god.
"He really seemed to want some sort of digital superintelligence. Basically a digital god, if you will. As soon as possible."
Elon Musk asked: "What about making sure humanity's okay here?"
Page called him a speciesist.
"I said yes, I'm a speciesist. You got me. What are you? I'm fully a speciesist. Busted."
Musk spent 10 minutes with Tucker Carlson explaining why he created OpenAI:
Tucker asked the basic question.
"All of a sudden AI is everywhere. People are playing with it on their phones. Is that good or bad?"
Musk starts with first principles.
"The smartest creatures as far as we know on this Earth are humans. That's our defining characteristic."
"We're obviously weaker than chimpanzees. Less agile. But we are smarter."
"Now. What happens when something vastly smarter than the smartest person comes along in silicon form?"
"It's very difficult to predict what will happen in that circumstance."
He explains the singularity.
"It's called the singularity. Like a black hole. Because you don't know what happens after that."
"It's hard to predict."
He argues for regulation.
"I think there should be some government oversight. Because it affects the public. It's a danger to the public."
"That's why we have the Food and Drug Administration. The Federal Aviation Administration. The FCC."
"We have these agencies to oversee things that affect the public. Where there could be public harm."
"You don't want companies cutting corners on safety. And then having people suffer as a result."
He addresses the perception that he fights regulators.
"People think I'm some sort of regulatory maverick that defies regulators on a regular basis. But this is actually not the case."
"Once in a blue moon, rarely, I will disagree with regulators. But the vast majority of the time my companies agree with the regulations and comply."
Tucker asks the obvious question.
"All regulations start with a perceived danger. Planes fall out of the sky. I don't think an average person playing with AI on his iPhone perceives any danger."
"Can you explain what you think the dangers might be?"
Musk's answer.
"AI is perhaps more dangerous than mismanaged aircraft design or production maintenance or bad car production."
"In the sense that it has the potential. It is a small probability, but it is not trivial."
"It has the potential of civilization destruction."
He explains the timing problem.
"Regulations are really only put into effect after something terrible has happened."
"If that's the case for AI, and we only put in regulations after something terrible has happened, it may be too late to put the regulations in place."
"They may be out of control at that point."
Tucker asks directly.
"It's conceivable that AI could take control and reach a point where you couldn't turn it off and it would be making the decisions for people?"
Musk's answer.
"Yeah. Absolutely."
"That's definitely the way things are headed."
He explains why OpenAI exists.
"Larry Page and I used to be close friends. I would stay at his house in Palo Alto. I would talk to him late in the night about AI safety."
"At least my perception was that Larry was not taking AI safety seriously enough."
Tucker asked what Page said.
"He really seemed to want some sort of digital superintelligence. Basically a digital god, if you will. As soon as possible."
Musk pushed back.
"I agree there's great potential for good. But there's also potential for bad."
"If you have some radical new technology, you want to take actions to maximize the probability it will do good. Minimize the probability it will do bad things."
"It can't just be barreling forward and hope for the best."
Then the speciesist moment.
"At one point I said: what about making sure humanity's okay here?"
"And then he called me a speciesist."
Tucker: "Did he use that term?"
"Yes."
"I said yes, I'm a speciesist. You got me. What are you? I'm fully a speciesist. Busted."
That was the last straw.
"At the time, Google had DeepMind. Google and DeepMind had three-quarters of all the AI talent in the world."
"They obviously had a lot of money and more computers than anyone else."
"We're in a unipolar world here. One company that has close to a monopoly on AI talent and computers. And the person who's in charge doesn't seem to care about safety."
"This is not good."
So he created the opposite.
"I thought: what's the furthest thing from Google?"
"A nonprofit that is fully open. Because Google was closed and for-profit."
"Open AI. Open source. Transparent. So people know what's going on."
"We don't want this to be a for-profit maximizing demon from hell that just never stops."
Tucker asks about the specific danger.
"The cool parts of AI are obvious. Write your college paper for you. Write a limerick about yourself. There's a lot that's fun and useful."
"But can you be more precise about what's potentially dangerous? What specifically are you worried about?"
Musk's answer.
"The pen is mightier than the sword."
"If you have a superintelligent AI that is capable of writing incredibly well. In a way that is very influential, convincing."
"And is constantly figuring out what is more convincing to people over time."
"And then enters social media. Twitter. Facebook. Others."
"And potentially manipulates public opinion in a way that is very bad."
"How would we even know?"
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Former SpaceX astronaut Garrett Reisman reveals the single prism Elon Musk runs every major decision through
"He measures pretty much every major decision by whether or not it brings the day when we have a self-sustainable colony on Mars sooner or later"
"That's the prism by which he makes every single decision he makes"
"He's got an idea and he'll keep pushing, and he gives us aggressive timelines that we have to work to"
"We work really hard to try to meet them. It's hard when you're doing stuff that's this complicated to predict exactly how long it's going to take"
"We end up falling a little bit behind, but we do our best"
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