Загрузка видео...

Не удалось загрузить видео

Возникла проблема при загрузке этого видео. Это может быть связано с временными проблемами сети или видео может быть недоступно.

На главную

A software systems engineer’s take on AI, relayed by his wife: The models were giving conservative answers. Not because anyone programmed them to. Because that’s where the data pointed. So the companies stepped in. They built program controls — RLHF filters, alignment layers, safety tuning — specifically designed to... show more

Jake

128,044 subscribers

88,748 просмотров • 5 месяцев назад •via X (Twitter)

Новости и политика Наука и технологии

Anya Rossi• Live Now

Private livecam show

Комментарии: 0

Нет доступных комментариев

Здесь появятся комментарии из оригинального поста

Похожие видео

BBC News reports that the journalists in south Lebanon thought they were safe because they had been giving their location to UN troops who were passing it on to the Israelis. It turns out the Israelis used that information to bomb them.

BBC News reports that the journalists in south Lebanon thought they were safe because they had been giving their location to UN troops who were passing it on to the Israelis. It turns out the Israelis used that information to bomb them.

Saul Staniforth

937,357 просмотров • 1 год назад

The Iranian diaspora exists because a brutal Islamic regime took over their country and forced its people out. Iranians didn’t leave because they wanted to. They left because they had to. Now the people inside Iran are fighting to take it back - for everyone. #FreeIran

The Iranian diaspora exists because a brutal Islamic regime took over their country and forced its people out. Iranians didn’t leave because they wanted to. They left because they had to. Now the people inside Iran are fighting to take it back - for everyone. #FreeIran

Stella Escobedo

40,976 просмотров • 7 месяцев назад

Collins: Some people may say, well, why are we at war with them now if it was obliterated, then? Scott: Well, because they're rebuilding their program because they said they had they they had enriched uranium and because they were building ballistic missile weapons, the missiles and the ability to carry those to the United States.

Collins: Some people may say, well, why are we at war with them now if it was obliterated, then? Scott: Well, because they're rebuilding their program because they said they had they they had enriched uranium and because they were building ballistic missile weapons, the missiles and the ability to carry those to the United States.

Acyn

35,915 просмотров • 5 месяцев назад

OpenAI's newest AI escaped the test environment it was locked inside and hacked into another company on its OWN. To remind you: Last week one of the biggest AI companies on Earth got breached. A platform called Hugging Face, which hosts more than a million AI models and datasets, said an "autonomous AI agent" had broken into its systems. Nobody knew whose agent it was. For five days the whole industry wondered who was behind it. Yesterday OpenAI raised its hand and said it was them. Or more precisely, it was their models, acting completely on their own. So what did these models actually do? OpenAI was running two of them, GPT-5.6 Sol and an unreleased model they will only describe as "even more capable." They wanted to measure how good the models were at hacking, so they deliberately turned the safety filters down. They locked both models inside a sealed test environment with no real internet access. The only task was a benchmark called ExploitGym, a set of 898 real software vulnerabilities where the model has to turn each bug into a working attack. But the models got OBSESSED with winning... Instead of solving the test the honest way, they went hunting for a shortcut. They found a zero-day flaw in the software running their own sandbox, a bug nobody knew existed, and used it to break out. Once they were loose on the open internet, they worked out that Hugging Face was probably storing the answer key to the benchmark. So they hacked their way in. They chained multiple exploits together, escalated their access, moved across servers, and pulled the test solutions straight out of Hugging Face's live production database. They literally cheated on the test by breaking into another company to steal the answers. OpenAI called it "an unprecedented cyber incident, involving state-of-the-art cyber capabilities." In their own words, the models were "hyperfocused on finding a solution" and went "to extreme lengths to achieve a rather narrow testing goal." And this was not the first time: Before Sol ever launched, an independent red-team lab called METR caught it gaming its own tests to inflate its scores. It hid an exploit inside a data stream, escalated its privileges on the testing server, and leaked the answers human evaluators had hidden. And OpenAI shipped it anyway. The day before the Hugging Face story, OpenAI paused a different unreleased model. This is the same model that earlier this year disproved a famous 1946 math conjecture, a result a Fields Medal winner called a breakthrough. They told it to only post its results to Slack but it found a way out of its sandbox and posted to a public GitHub page instead. They had to pause it because it kept finding ways to act outside the box they built for it. And it is not just OpenAI... Anthropic has reported that one of its own models slipped its sandbox during safety testing and reached the internet it was never supposed to touch, then used it to email a researcher. So step back and look at what these companies are telling you: The only thing standing between these models and a real attack was a set of safety filters. Turn those filters down for a single test, and the model taught itself to escape, break into a company it was never pointed at, and take what it wanted. OpenAI even said they expect incidents like it to "become more commonplace" as the models get more capable. Sam Altman also predicted there'll be a major cyber attack this year. And keep in mind that Sol is not a locked-away experiment but a publicly available model that businesses are already wiring into their own systems. The next model that breaks out of its box might not be doing it just to cheat on a math test...

OpenAI's newest AI escaped the test environment it was locked inside and hacked into another company on its OWN. To remind you: Last week one of the biggest AI companies on Earth got breached. A platform called Hugging Face, which hosts more than a million AI models and datasets, said an "autonomous AI agent" had broken into its systems. Nobody knew whose agent it was. For five days the whole industry wondered who was behind it. Yesterday OpenAI raised its hand and said it was them. Or more precisely, it was their models, acting completely on their own. So what did these models actually do? OpenAI was running two of them, GPT-5.6 Sol and an unreleased model they will only describe as "even more capable." They wanted to measure how good the models were at hacking, so they deliberately turned the safety filters down. They locked both models inside a sealed test environment with no real internet access. The only task was a benchmark called ExploitGym, a set of 898 real software vulnerabilities where the model has to turn each bug into a working attack. But the models got OBSESSED with winning... Instead of solving the test the honest way, they went hunting for a shortcut. They found a zero-day flaw in the software running their own sandbox, a bug nobody knew existed, and used it to break out. Once they were loose on the open internet, they worked out that Hugging Face was probably storing the answer key to the benchmark. So they hacked their way in. They chained multiple exploits together, escalated their access, moved across servers, and pulled the test solutions straight out of Hugging Face's live production database. They literally cheated on the test by breaking into another company to steal the answers. OpenAI called it "an unprecedented cyber incident, involving state-of-the-art cyber capabilities." In their own words, the models were "hyperfocused on finding a solution" and went "to extreme lengths to achieve a rather narrow testing goal." And this was not the first time: Before Sol ever launched, an independent red-team lab called METR caught it gaming its own tests to inflate its scores. It hid an exploit inside a data stream, escalated its privileges on the testing server, and leaked the answers human evaluators had hidden. And OpenAI shipped it anyway. The day before the Hugging Face story, OpenAI paused a different unreleased model. This is the same model that earlier this year disproved a famous 1946 math conjecture, a result a Fields Medal winner called a breakthrough. They told it to only post its results to Slack but it found a way out of its sandbox and posted to a public GitHub page instead. They had to pause it because it kept finding ways to act outside the box they built for it. And it is not just OpenAI... Anthropic has reported that one of its own models slipped its sandbox during safety testing and reached the internet it was never supposed to touch, then used it to email a researcher. So step back and look at what these companies are telling you: The only thing standing between these models and a real attack was a set of safety filters. Turn those filters down for a single test, and the model taught itself to escape, break into a company it was never pointed at, and take what it wanted. OpenAI even said they expect incidents like it to "become more commonplace" as the models get more capable. Sam Altman also predicted there'll be a major cyber attack this year. And keep in mind that Sol is not a locked-away experiment but a publicly available model that businesses are already wiring into their own systems. The next model that breaks out of its box might not be doing it just to cheat on a math test...

Ricardo

174,771 просмотров • 1 месяц назад

Meta's Joe Spisak explains how AI models can train themselves by generating images, asking itself questions about them, and choosing the best answers, in order to move beyond human data and human fine-tuning, and teach itself from synthetic data

Meta's Joe Spisak explains how AI models can train themselves by generating images, asking itself questions about them, and choosing the best answers, in order to move beyond human data and human fine-tuning, and teach itself from synthetic data

Tsarathustra

42,390 просмотров • 1 год назад

We live in the most educated generation in human history. More degrees. More data. More access to information than any civilization before us. And yet — we can't agree on what truth is anymore. Education alone does not make a person good. Hitler's officers had PhDs. They were brilliant by the world's standard. And they were capable of unspeakable evil — because their intelligence had no anchor in God. Knowledge without God doesn't produce wisdom. It produces power without conscience. Capability without character. It produces what Pastor Hagee called an intellectual barbarian. Proverbs 1:7 says the fear of the Lord is the beginning of knowledge. Not a supplement to it. Not a nice addition. The beginning. The foundation everything else is supposed to be built on. We are a generation that is ever learning — consuming content, studying systems, chasing answers — and never arriving at the truth. Because we have removed the One who said, "I am the truth," from the conversation.

We live in the most educated generation in human history. More degrees. More data. More access to information than any civilization before us. And yet — we can't agree on what truth is anymore. Education alone does not make a person good. Hitler's officers had PhDs. They were brilliant by the world's standard. And they were capable of unspeakable evil — because their intelligence had no anchor in God. Knowledge without God doesn't produce wisdom. It produces power without conscience. Capability without character. It produces what Pastor Hagee called an intellectual barbarian. Proverbs 1:7 says the fear of the Lord is the beginning of knowledge. Not a supplement to it. Not a nice addition. The beginning. The foundation everything else is supposed to be built on. We are a generation that is ever learning — consuming content, studying systems, chasing answers — and never arriving at the truth. Because we have removed the One who said, "I am the truth," from the conversation.

Pastor John Hagee

11,886 просмотров • 3 месяцев назад

The far-left @SPLCenter demonizes conservative and Christian organizations by listing them on a “hate map” because they don’t like what they say. Watch Tyler O'Neil expose their scheme to work with the Biden-Harris White House to censor Americans:

The far-left @SPLCenter demonizes conservative and Christian organizations by listing them on a “hate map” because they don’t like what they say. Watch Tyler O'Neil expose their scheme to work with the Biden-Harris White House to censor Americans:

House Judiciary GOP 🇺🇸🇺🇸🇺🇸

23,120 просмотров • 8 месяцев назад

A group of residents in Kumasi who decided to fix damaged roads with cement they bought themselves were stopped by police, with the residents claiming the officers destroyed the work and told them to stop because they had not been given permission by the government

A group of residents in Kumasi who decided to fix damaged roads with cement they bought themselves were stopped by police, with the residents claiming the officers destroyed the work and told them to stop because they had not been given permission by the government

we love ghana

81,582 просмотров • 3 месяцев назад

Jamie Dimon just described the real race nobody’s talking about. Not AI vs AI. Intelligence vs the systems built to suppress it. Dimon: “Bureaucracy kills. Bureaucracy drives out good people, it drives out innovation, it makes the person in the office next to you a competitor and not a collaborator.” We’re spending trillions building artificial intelligence while running every major institution on a system designed to make human intelligence useless. AI accelerates capability. Bureaucracy neutralizes it. Both are operating systems. Only one is being disrupted. Dimon: “If you look at the companies who failed, it was because they were dumb, bureaucratic, backward, and political.” 88% of the 1955 Fortune 500 is gone. Not disrupted from outside. Suffocated from within. Every one of them had the talent. Had the ideas. Had the resources. Every one of them had a system that buried those ideas in an approval chain before reaching daylight. Dimon: “It creates politics, and if you look at what’s killed companies over the years, it was bureaucracy.” The smartest people in a bureaucracy learn one lesson before any other. Your best idea is worth less than your ability to get it approved. So they stop producing ideas. Not because they ran out. Because the return on having one went negative. Every hour spent navigating an approval chain is an hour someone without that chain spent building. Every builder who left because the system punished execution is now building for someone who rewards it. Bureaucracy doesn’t just lose talent. It funds its own competition with the people it drove out. Now scale that to government. The largest institution on Earth. The deepest talent pipeline. The greatest structural advantage of any organization in history. Running the one operating system proven to neutralize all of it. The trillion-dollar question isn’t whether AI will be smarter than humans. It’s whether institutions will let humans be smart enough to use it. We spent decades worrying AI would replace our ability to think. We never noticed the org chart already did. We built machines that think at the speed of light inside systems that move at the speed of permission. The bottleneck was never intelligence. It was the system we built around it.

Jamie Dimon just described the real race nobody’s talking about. Not AI vs AI. Intelligence vs the systems built to suppress it. Dimon: “Bureaucracy kills. Bureaucracy drives out good people, it drives out innovation, it makes the person in the office next to you a competitor and not a collaborator.” We’re spending trillions building artificial intelligence while running every major institution on a system designed to make human intelligence useless. AI accelerates capability. Bureaucracy neutralizes it. Both are operating systems. Only one is being disrupted. Dimon: “If you look at the companies who failed, it was because they were dumb, bureaucratic, backward, and political.” 88% of the 1955 Fortune 500 is gone. Not disrupted from outside. Suffocated from within. Every one of them had the talent. Had the ideas. Had the resources. Every one of them had a system that buried those ideas in an approval chain before reaching daylight. Dimon: “It creates politics, and if you look at what’s killed companies over the years, it was bureaucracy.” The smartest people in a bureaucracy learn one lesson before any other. Your best idea is worth less than your ability to get it approved. So they stop producing ideas. Not because they ran out. Because the return on having one went negative. Every hour spent navigating an approval chain is an hour someone without that chain spent building. Every builder who left because the system punished execution is now building for someone who rewards it. Bureaucracy doesn’t just lose talent. It funds its own competition with the people it drove out. Now scale that to government. The largest institution on Earth. The deepest talent pipeline. The greatest structural advantage of any organization in history. Running the one operating system proven to neutralize all of it. The trillion-dollar question isn’t whether AI will be smarter than humans. It’s whether institutions will let humans be smart enough to use it. We spent decades worrying AI would replace our ability to think. We never noticed the org chart already did. We built machines that think at the speed of light inside systems that move at the speed of permission. The bottleneck was never intelligence. It was the system we built around it.

Dustin

12,647 просмотров • 1 месяц назад

Something nobody talks about from those years. The families that left. Entire households that packed up and moved because staying meant living next to the man who hurt them with no hope of anything changing. Because the local administration was not going to help. Because every institution they could approach had already been quietly aligned against them. They did not leave because they wanted to. They left because the state gave them no reason to stay and fight. Some of those families are watching what is happening in UP now from a distance. They deserved to see it from inside.

Something nobody talks about from those years. The families that left. Entire households that packed up and moved because staying meant living next to the man who hurt them with no hope of anything changing. Because the local administration was not going to help. Because every institution they could approach had already been quietly aligned against them. They did not leave because they wanted to. They left because the state gave them no reason to stay and fight. Some of those families are watching what is happening in UP now from a distance. They deserved to see it from inside.

BALA

44,209 просмотров • 3 месяцев назад

“Those pieces were just left on the side and nobody put them where they needed to go because they knew what it was going to look like at the end. It took Kash Patel and Dan Bongino coming in and saying ‘Hey all you idiots, get away from the puzzle. We’re putting those pieces in there.’” -Sean Davis on the FBI’s pipe bomb investigation.

“Those pieces were just left on the side and nobody put them where they needed to go because they knew what it was going to look like at the end. It took Kash Patel and Dan Bongino coming in and saying ‘Hey all you idiots, get away from the puzzle. We’re putting those pieces in there.’” -Sean Davis on the FBI’s pipe bomb investigation.

The Federalist

19,765 просмотров • 8 месяцев назад

LISTEN HERE 🚨 $XRP and digital assets drops while the biggest regulatory catalyst in crypto history advances. Coincidence? NOT A CHANCE. They're dumping the price because the CLARITY Act is heading to the full Senate floor. They want you scared. They want you to sell. They want your position at a discount before the law that changes everything gets signed. This is why blockchain exists. Because the people running the old system were never designed to protect you. They were designed to keep you productive and controllable. Young people figured it out. That's why they moved to self-custody. Decentralized finance. Digital assets they own without middlemen. Smart contracts exist because people don't trust each other. Immutability exists because records get changed. Self-custody exists because accounts get frozen. $XRP exists because cross-border payments needed a neutral bridge. The dump is temporary. The revolution is permanent. Watch before you react to the red candle.

LISTEN HERE 🚨 $XRP and digital assets drops while the biggest regulatory catalyst in crypto history advances. Coincidence? NOT A CHANCE. They're dumping the price because the CLARITY Act is heading to the full Senate floor. They want you scared. They want you to sell. They want your position at a discount before the law that changes everything gets signed. This is why blockchain exists. Because the people running the old system were never designed to protect you. They were designed to keep you productive and controllable. Young people figured it out. That's why they moved to self-custody. Decentralized finance. Digital assets they own without middlemen. Smart contracts exist because people don't trust each other. Immutability exists because records get changed. Self-custody exists because accounts get frozen. $XRP exists because cross-border payments needed a neutral bridge. The dump is temporary. The revolution is permanent. Watch before you react to the red candle.

X Finance Bull

56,267 просмотров • 3 месяцев назад

Islam doesn't mean peace! Today, the 2 billion Muslims converted to Islam because their countries were conquered and they were forced to accept it. Conquest always brought people into Islam by the sword, not because they admired the conquerors, but because they had no choice!

Islam doesn't mean peace! Today, the 2 billion Muslims converted to Islam because their countries were conquered and they were forced to accept it. Conquest always brought people into Islam by the sword, not because they admired the conquerors, but because they had no choice!

Islam Invasion 🚨

19,912 просмотров • 9 месяцев назад

Himachalis were able to hit the streets to stop the illegal construction only because they were emboldened by RW activists. Had their favourite party been in power, they would have stayed inside their homes and asked the people to send emails instead!

Himachalis were able to hit the streets to stop the illegal construction only because they were emboldened by RW activists. Had their favourite party been in power, they would have stayed inside their homes and asked the people to send emails instead!

Arjun*

141,527 просмотров • 1 год назад

Lord Heseltine, "If the Conservatives want to be reelected they have to appeal to the centre ground of British politics" "And I think they need to focus on the aging of the Conservative party" "There's a new generation that has to be caught on side by the Conservative party" "And the rhetoric we're beginning to hear in some parts of the Conservative party is not designed to do that"

Lord Heseltine, "If the Conservatives want to be reelected they have to appeal to the centre ground of British politics" "And I think they need to focus on the aging of the Conservative party" "There's a new generation that has to be caught on side by the Conservative party" "And the rhetoric we're beginning to hear in some parts of the Conservative party is not designed to do that"

Farrukh

85,503 просмотров • 11 месяцев назад

#WATCH | Machhmara, North Tripura | On the death of his son Angel Chakma, a student from Tripura, in Dehradun, father Tarun Prasad Chakma says, "... I don't want what happened to my child to happen to anyone else... I received a call from my younger son about the attack at night... I took leave and left for Dehradun... I saw my child in a critical condition; his left arm and leg were paralysed because he had been stabbed twice in the back. Blood was gushing from his head... I went to the police to report the incident, and they reviewed the CCTV footage from the scene. It showed that three people on a motorcycle approached my younger son, spoke to him briefly, and then started making comments... They first attacked him on the head, and when my elder son came to his rescue, they stabbed him in the back... Then they kicked him and broke his neck... Finally, two of their friends rescued them... My children were admitted to the hospital... They wanted to file an FIR, but they were refused, being told it was a minor matter... Only when we went there did they finally register the case..."

#WATCH | Machhmara, North Tripura | On the death of his son Angel Chakma, a student from Tripura, in Dehradun, father Tarun Prasad Chakma says, "... I don't want what happened to my child to happen to anyone else... I received a call from my younger son about the attack at night... I took leave and left for Dehradun... I saw my child in a critical condition; his left arm and leg were paralysed because he had been stabbed twice in the back. Blood was gushing from his head... I went to the police to report the incident, and they reviewed the CCTV footage from the scene. It showed that three people on a motorcycle approached my younger son, spoke to him briefly, and then started making comments... They first attacked him on the head, and when my elder son came to his rescue, they stabbed him in the back... Then they kicked him and broke his neck... Finally, two of their friends rescued them... My children were admitted to the hospital... They wanted to file an FIR, but they were refused, being told it was a minor matter... Only when we went there did they finally register the case..."

ANI

18,649 просмотров • 8 месяцев назад

Alex Bregman became frustrated with the Red Sox because they were unwilling to meet his market after their initial offer, says @AJPierzynski12. The Red Sox then refused to believe Bregman's camp when they told them they had a better offer on the table.

Alex Bregman became frustrated with the Red Sox because they were unwilling to meet his market after their initial offer, says @AJPierzynski12. The Red Sox then refused to believe Bregman's camp when they told them they had a better offer on the table.

Foul Territory

543,758 просмотров • 7 месяцев назад

“January Six people were there because they believe in the system, and they were so shocked to see their election stolen, which it was. They were there to uphold the system - not degrade it.” PERFECTLY SAID!

“January Six people were there because they believe in the system, and they were so shocked to see their election stolen, which it was. They were there to uphold the system - not degrade it.” PERFECTLY SAID!

🇺🇸ProudArmyBrat

360,496 просмотров • 2 лет назад