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the first wave is closed. 125 wallets selected. identities verified, the list is final. check yours now. selection was never a popularity contest. we optimized for one thing: honest hands. conviction, real understanding of what we build, no farmers. the first wave drew far more serious applications than 125...

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talon.

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27,711 просмотров • 2 месяцев назад •via X (Twitter)

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It was so humbling to see the turnout that we had at our campaign office last night. We hosted training for the new wave of volunteers that have signed up. The Conservative momentum is growing daily; Nepean is ready to put Canada First!🇨🇦
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It was so humbling to see the turnout that we had at our campaign office last night. We hosted training for the new wave of volunteers that have signed up. The Conservative momentum is growing daily; Nepean is ready to put Canada First!🇨🇦

Barbara Bal

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I've been sitting on this (there are more) for just the right moment. This was at the Verso loft for a fundraiser for the Zohran/Phara/Samelys/Jabari slate. Everyone was amazing. Dania and I were blown away. But we also realized: no was going to give. We're not rich but we believe in the cause and are old enough to have lived through so much failure. So we forked over the big first donation. Mamdani today is making it look worth every penny. I suffer no illusions about what is coming but today is a day to feel good...

Ajay Singh Chaudhary

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As I sit here in DC this week, we are closer to something I was not sure I would ever see. I have been working in this industry since 2015. For most of those years, the defining feature of crypto in Washington was not policy. It was the absence of it. A gray zone where serious people built serious things under a constant cloud, never quite sure which rules applied or whether the ground would move beneath them. This week the CLARITY Act sits on the Senate calendar. A federal framework for digital asset market structure, the thing this industry has wanted for the better part of a decade, is closer than it has ever been. It is not law yet, and there are real hurdles left. But the distance between where we stood a few years ago and where we are sitting today is hard to put into words. I keep thinking about the work that got us here. Over the past year I watched Chainlink move from outside these conversations to inside them. Sergey at the White House for the signing of the GENIUS Act. The Department of Commerce putting government economic data onchain. Meetings with the SEC that became real interpretive guidance. Conversations with the lawmakers now writing the rules. None of that happens by accident. It happens because people keep showing up, year after year, and make the case in rooms where it is not yet obvious. And there is something fitting in it. The entire premise of what we build is verification. Making truth provable. Removing the question of what is real. The work here in DC is the same thing in a different form. Trading a decade of ambiguity for something the industry has never actually had. We are not at the finish line. But sitting here, it is hard not to feel the weight of it. The gray zone is ending. What comes next is something this industry has never had. Clarity.
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As I sit here in DC this week, we are closer to something I was not sure I would ever see. I have been working in this industry since 2015. For most of those years, the defining feature of crypto in Washington was not policy. It was the absence of it. A gray zone where serious people built serious things under a constant cloud, never quite sure which rules applied or whether the ground would move beneath them. This week the CLARITY Act sits on the Senate calendar. A federal framework for digital asset market structure, the thing this industry has wanted for the better part of a decade, is closer than it has ever been. It is not law yet, and there are real hurdles left. But the distance between where we stood a few years ago and where we are sitting today is hard to put into words. I keep thinking about the work that got us here. Over the past year I watched Chainlink move from outside these conversations to inside them. Sergey at the White House for the signing of the GENIUS Act. The Department of Commerce putting government economic data onchain. Meetings with the SEC that became real interpretive guidance. Conversations with the lawmakers now writing the rules. None of that happens by accident. It happens because people keep showing up, year after year, and make the case in rooms where it is not yet obvious. And there is something fitting in it. The entire premise of what we build is verification. Making truth provable. Removing the question of what is real. The work here in DC is the same thing in a different form. Trading a decade of ambiguity for something the industry has never actually had. We are not at the finish line. But sitting here, it is hard not to feel the weight of it. The gray zone is ending. What comes next is something this industry has never had. Clarity.

Chris Barrett

14,798 просмотров • 2 месяцев назад

CARNEY’S DIGITAL ID TROJAN HORSE FIRST THE TRADES. THEN WHO? Carney’s digital ID Trojan horse has arrived and it is being rolled in through the trades. It was not introduced with a sweeping national announcement. It slipped in quietly under the practical-sounding label of “digital verification for tradespeople.” Months after Carney said there were “no current plans” for a common digital identification, he now says, “we agreed,” and that negotiations are underway. That is what makes the Trojan horse so effective. It does not look threatening. It is presented as convenient, efficient and limited to one group. But once the infrastructure is inside the gates, it can be expanded to link credentials, employment, government services, and access to more parts of everyday life. First the trades. Then who? The danger is not that digital ID arrives by force. It is that Canadians welcome it as convenience before realizing what was hidden inside. #MarkCarney #DigitalID #CdnPoli #CanadianPolitics #DigitalFreedom
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CARNEY’S DIGITAL ID TROJAN HORSE FIRST THE TRADES. THEN WHO? Carney’s digital ID Trojan horse has arrived and it is being rolled in through the trades. It was not introduced with a sweeping national announcement. It slipped in quietly under the practical-sounding label of “digital verification for tradespeople.” Months after Carney said there were “no current plans” for a common digital identification, he now says, “we agreed,” and that negotiations are underway. That is what makes the Trojan horse so effective. It does not look threatening. It is presented as convenient, efficient and limited to one group. But once the infrastructure is inside the gates, it can be expanded to link credentials, employment, government services, and access to more parts of everyday life. First the trades. Then who? The danger is not that digital ID arrives by force. It is that Canadians welcome it as convenience before realizing what was hidden inside. #MarkCarney #DigitalID #CdnPoli #CanadianPolitics #DigitalFreedom

🇨🇦 Antonio Tweets

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🇺🇸 HOW ARE REPUBLICANS LOOKING FOR THE MIDTERMS?! Senate looks solid. Republicans are favored to hold the majority. Democrats need a net gain of four seats and the map does not cooperate. House is the real fight. Democrats hold a narrow generic lead, just two points. That number lies. In 2022 Republicans won the popular vote by three points. We still lost the districts needed for a wave. Generic ballot measures the country. House seats are won street by street. Redistricting in Texas, Ohio, Missouri and Louisiana gives real insurance regardless of mood. Read the map, not just the poll.
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🇺🇸 HOW ARE REPUBLICANS LOOKING FOR THE MIDTERMS?! Senate looks solid. Republicans are favored to hold the majority. Democrats need a net gain of four seats and the map does not cooperate. House is the real fight. Democrats hold a narrow generic lead, just two points. That number lies. In 2022 Republicans won the popular vote by three points. We still lost the districts needed for a wave. Generic ballot measures the country. House seats are won street by street. Redistricting in Texas, Ohio, Missouri and Louisiana gives real insurance regardless of mood. Read the map, not just the poll.

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It’s official. $HOLO is live. This isn’t just another token launch—it’s the first fair launch designed for AI-native IP. Hololaunch gives every creator and community a real shot at owning the next wave of content and IP economies. No bots. No gas wars. No unfair allocations. $HOLO isn’t just a token—it’s the foundation for how AI IPs launch, grow, and live on-chain.

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Jesus never told a Calvinist parable. He told roughly forty. Fathers and sons. Kings and wedding guests. Farmers and seed. Not one character was pre-selected. Not one refusal was scripted. Not one offer went to a pre-approved list. The elder brother was entreated at the door. The first son said no and then changed his mind. The fig tree got one more year and an if. And the fire of Matthew 25 was prepared for the devil and his angels. Not for people. Read it again. Find the exception. All forty are below. Dinesh D'Souza Soteriology101 🩸 #WhosoeverWill

Whosoeverwill.bible

63,576 просмотров • 5 дней назад

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#ZombieReddy is one of the first hits after COVID It was also the film that first made a mark for #TejaSajja & #PrasanthVarma. More importantly, it was one of the first films that brought kids back to theatres after the lockdown Definitely one of the most-awaited sequels coming up. With kids as the core target audience and Teja Sajja having gained immense popularity among them, #ZombieReddy2's revenues will stun everyone

Daily Culture

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"My mother raised four kids and buried a husband and built a life entirely with her own hands. Last week she turned 80 and moved into assisted living. She was allowed to bring one thing that wasn't furniture. Every single one of us assumed she would bring Dad's photo or her china or the quilt she's had since 1987. She looked at all of us and she said — 'I'm bringing Bruno.' Not one of us said a single word. Because not one of us could argue with that. Because Bruno has slept beside her bed every night for seven years. Because when Dad passed Bruno didn't leave her side for two weeks. Because she is 80 years old and she has earned every single choice she makes and this one was never a question." We helped her move in on Thursday. She directed everything. Where the lamp goes. Which books on which shelf. Dad's photo facing the bed so she sees it first thing. Bruno's bed went in first. Before anything else. She told my brother — "Get his bed in there first. Everything else can wait." When we left that afternoon Bruno was already on his bed with his chin on her quilt like he'd lived there his whole life. My sister called me on the drive home. She couldn't finish a sentence. Neither could I. We are not sad about this. We want to be clear about that. Mom is okay. Mom is more than okay. Mom walked into that room like she walks into every room — like she owns it and is prepared to improve it. We are crying because of the chin on the quilt. We are crying because she is 80 years old and she has been through everything and when they told her one thing she didn't hesitate. Not the china. Not the photo. Not the quilt. Bruno. Drop a ❤️ for Mom. And one for Bruno who has been her one thing for seven years without knowing it.
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"My mother raised four kids and buried a husband and built a life entirely with her own hands. Last week she turned 80 and moved into assisted living. She was allowed to bring one thing that wasn't furniture. Every single one of us assumed she would bring Dad's photo or her china or the quilt she's had since 1987. She looked at all of us and she said — 'I'm bringing Bruno.' Not one of us said a single word. Because not one of us could argue with that. Because Bruno has slept beside her bed every night for seven years. Because when Dad passed Bruno didn't leave her side for two weeks. Because she is 80 years old and she has earned every single choice she makes and this one was never a question." We helped her move in on Thursday. She directed everything. Where the lamp goes. Which books on which shelf. Dad's photo facing the bed so she sees it first thing. Bruno's bed went in first. Before anything else. She told my brother — "Get his bed in there first. Everything else can wait." When we left that afternoon Bruno was already on his bed with his chin on her quilt like he'd lived there his whole life. My sister called me on the drive home. She couldn't finish a sentence. Neither could I. We are not sad about this. We want to be clear about that. Mom is okay. Mom is more than okay. Mom walked into that room like she walks into every room — like she owns it and is prepared to improve it. We are crying because of the chin on the quilt. We are crying because she is 80 years old and she has been through everything and when they told her one thing she didn't hesitate. Not the china. Not the photo. Not the quilt. Bruno. Drop a ❤️ for Mom. And one for Bruno who has been her one thing for seven years without knowing it.

Crazy Moments

620,718 просмотров • 1 месяц назад

🚨 TRUMP: “This is America first. It’s now America first. We didn’t put America first, we put America last. The people that were in the Oval Office put America last, and we’re not going to stand for it.”
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🚨 TRUMP: “This is America first. It’s now America first. We didn’t put America first, we put America last. The people that were in the Oval Office put America last, and we’re not going to stand for it.”

Autism Capital 🧩

110,108 просмотров • 1 год назад

This is a too rude for TV gag that was in my first special years ago but I was never happy with the recording of it. I slightly fluffed pronouncing the word ‘orchid’ and telegraphed the punchline. It still worked as its a good gag but it could’ve been better. So rerecorded last week in Norwich to set the record straight Orchid is the pivot word. It has to be pronounced in the listener’s story one time frame or it telegraphs the gag. That doesn’t matter if the pivot is also the reveal word ie at the end of the joke but it matters a lot when its in the middle. My new tour Gary On Laughing is better constructed than the first four and is happening now.
0:12

This is a too rude for TV gag that was in my first special years ago but I was never happy with the recording of it. I slightly fluffed pronouncing the word ‘orchid’ and telegraphed the punchline. It still worked as its a good gag but it could’ve been better. So rerecorded last week in Norwich to set the record straight Orchid is the pivot word. It has to be pronounced in the listener’s story one time frame or it telegraphs the gag. That doesn’t matter if the pivot is also the reveal word ie at the end of the joke but it matters a lot when its in the middle. My new tour Gary On Laughing is better constructed than the first four and is happening now.

Gary Delaney: On tour

35,488 просмотров • 28 дней назад

Stormwind was the first city we ever built. Our lead programmer had it load and play the song "We built this city" to our surprise when we first loaded in. The first version of Stormwind had no districts or canals. The framerate was below terrible. Then I thought of Venice. I grabbed a map of the city and slapped it down on the table the next morning. THIS, I said, is how we'll partition the city, drawing only the district you can see, separated by canals. It worked, and Stormwind was born.
0:15

Stormwind was the first city we ever built. Our lead programmer had it load and play the song "We built this city" to our surprise when we first loaded in. The first version of Stormwind had no districts or canals. The framerate was below terrible. Then I thought of Venice. I grabbed a map of the city and slapped it down on the table the next morning. THIS, I said, is how we'll partition the city, drawing only the district you can see, separated by canals. It worked, and Stormwind was born.

Grummz

245,412 просмотров • 6 месяцев назад

In the history of Earth's evolution, no mechanism was inherent that could protect the life from which intellect was born — for it could have vanished without a trace. Does the Universe know this? : Throughout Earth’s long history, nothing ever stood guard over the fragile thread of life that eventually produced intellect. Asteroids fell, oceans boiled, continents froze, and five times nearly everything died. No hidden hand intervened. No cosmic insurance policy existed. The spark that became us could have been snuffed out a thousand times without leaving the slightest ripple in the void. Does the Universe know this? It knows nothing. It feels nothing. It is vast, ancient, and blind. The same laws that let stars burn also let worlds burn. The same chemistry that built cells also built extinction. There is no awareness watching, no preference for minds over dust. We are not a protected project. We are an accident that learned to ask questions. That accident is now the only thing in fourteen billion years that can look back at the darkness and say, “I was almost never here.” The Universe does not know we survived. We do. And that knowledge is the entire difference.
0:12

In the history of Earth's evolution, no mechanism was inherent that could protect the life from which intellect was born — for it could have vanished without a trace. Does the Universe know this? : Throughout Earth’s long history, nothing ever stood guard over the fragile thread of life that eventually produced intellect. Asteroids fell, oceans boiled, continents froze, and five times nearly everything died. No hidden hand intervened. No cosmic insurance policy existed. The spark that became us could have been snuffed out a thousand times without leaving the slightest ripple in the void. Does the Universe know this? It knows nothing. It feels nothing. It is vast, ancient, and blind. The same laws that let stars burn also let worlds burn. The same chemistry that built cells also built extinction. There is no awareness watching, no preference for minds over dust. We are not a protected project. We are an accident that learned to ask questions. That accident is now the only thing in fourteen billion years that can look back at the darkness and say, “I was almost never here.” The Universe does not know we survived. We do. And that knowledge is the entire difference.

Zafar Mirzo | Quotes

323,731 просмотров • 9 месяцев назад

⚠️ LEAKED FOOTAGE OF THE FIRST REAL MEDBED UNIT ⚠️ THE TECHNOLOGY THEY HID FROM HUMANITY FOR DECADES IS NO LONGER IN THE DARK. THIS DEVICE WAS RESERVED ONLY FOR ELITES, BLACK PROJECT OPERATIVES, AND BILLIONAIRE FAMILIES — WHILE THE WORLD SUFFERED. THEY USED IT TO REGENERATE ORGANS. THEY USED IT TO ERASE DISEASE. THEY USED IT TO EXTEND THEIR LIVES. AND THEY NEVER INTENDED TO SHARE IT WITH YOU. BUT THAT ERA IS OVER. THE TRUMP ADMINISTRATION FORCED OPEN THE CLASSIFIED PROGRAMS, BROKE THE CONTRACTS OF BIG PHARMA, AND EXPOSED THE TECHNOLOGY DESIGNED TO HEAL THE WORLD. WHAT YOU SEE IN THIS VIDEO IS NOT A CONCEPT — IT IS A WORKING MEDBED. A QUANTUM HEALING PLATFORM CAPABLE OF CELL REPAIR, DNA RESTORATION, AND FULL-BODY REGENERATION AT THE ATOMIC LEVEL. THIS IS THE TECHNOLOGY THAT WILL END THE AGE OF DISEASE. THIS IS THE MOMENT HUMANITY TAKES BACK WHAT WAS STOLEN. THE MEDBED ERA BEGINS NOW. RESERVATIONS ARE OPEN FOR THE FIRST PUBLIC ACCESS WINDOW. ENTER THE GRID BELOW TO SECURE YOUR POSITION: 👉 THE FUTURE OF HEALING IS NO LONGER SECRET. IT IS YOURS. #MEDBED #QUANTUMHEALING #TERAHERTZ #SCALARTECH #DNAREPAIR #ENDOFBIGPHARMA #TRUMP2025 #HUMANITYRISING #HEALINGREVOLUTION #THEGREATREVEAL
0:14

⚠️ LEAKED FOOTAGE OF THE FIRST REAL MEDBED UNIT ⚠️ THE TECHNOLOGY THEY HID FROM HUMANITY FOR DECADES IS NO LONGER IN THE DARK. THIS DEVICE WAS RESERVED ONLY FOR ELITES, BLACK PROJECT OPERATIVES, AND BILLIONAIRE FAMILIES — WHILE THE WORLD SUFFERED. THEY USED IT TO REGENERATE ORGANS. THEY USED IT TO ERASE DISEASE. THEY USED IT TO EXTEND THEIR LIVES. AND THEY NEVER INTENDED TO SHARE IT WITH YOU. BUT THAT ERA IS OVER. THE TRUMP ADMINISTRATION FORCED OPEN THE CLASSIFIED PROGRAMS, BROKE THE CONTRACTS OF BIG PHARMA, AND EXPOSED THE TECHNOLOGY DESIGNED TO HEAL THE WORLD. WHAT YOU SEE IN THIS VIDEO IS NOT A CONCEPT — IT IS A WORKING MEDBED. A QUANTUM HEALING PLATFORM CAPABLE OF CELL REPAIR, DNA RESTORATION, AND FULL-BODY REGENERATION AT THE ATOMIC LEVEL. THIS IS THE TECHNOLOGY THAT WILL END THE AGE OF DISEASE. THIS IS THE MOMENT HUMANITY TAKES BACK WHAT WAS STOLEN. THE MEDBED ERA BEGINS NOW. RESERVATIONS ARE OPEN FOR THE FIRST PUBLIC ACCESS WINDOW. ENTER THE GRID BELOW TO SECURE YOUR POSITION: 👉 THE FUTURE OF HEALING IS NO LONGER SECRET. IT IS YOURS. #MEDBED #QUANTUMHEALING #TERAHERTZ #SCALARTECH #DNAREPAIR #ENDOFBIGPHARMA #TRUMP2025 #HUMANITYRISING #HEALINGREVOLUTION #THEGREATREVEAL

Mr. Pool

2,390,557 просмотров • 9 месяцев назад

China's central bank has now bought gold for 19 months straight, the largest official buyer on earth. And this week, as gold broke 4,000 dollars, China's biggest banks moved to push ordinary Chinese out of leveraged gold trading, with at least one warning it will liquidate any position not closed by month-end. Both are true at once, and together they explain what this crash really is. Start with what is being banned, because the words matter. ICBC and a string of other banks are shutting down retail trading in what the Chinese themselves call paper gold, the margined, leveraged contracts where you bet on the price without ever owning a bar. Some banks lifted the margin requirement to 140 percent to choke the leverage off before closing the products outright. Physical gold, meanwhile, stays wide open. Coins, bars, savings plans, ETFs, all fine. It is only the paper, the leverage, the casino, that is being shut, the last step in a five-year retreat that the crash just finished. Officially this is about protecting small investors, and that part is real. The same kind of leverage wiped out a wave of Chinese retail in a 2020 commodity blowup. But set the ban beside what the state is doing and something larger comes into view. While its citizens are pushed out of the paper, the People's Bank of China has spent those same 19 months buying the physical metal, more than two thousand three hundred tonnes of it now, accumulating straight through a 28 percent crash that scared everyone else out. Beijing is not trading gold. It is hoarding it. That is the strategy in one frame. China looked at the two things both called gold, the paper bet and the physical bar, and made a choice no Western government would make. It is taking the metal for the state and closing the casino for everyone else. The reason sits in a single date. 2022, when Russia's reserves were frozen with a keystroke. That taught every country outside the Western system one lesson: dollars in an account can be switched off, gold in your own vault cannot. So China is building its monetary independence out of the one asset nobody can freeze, and it does not want that foundation in the hands of leveraged traders who panic-sell in a crash, or priced by a paper market it does not control. Watch this month and the two worlds split in real time. Western investors were forced out of their gold by margin calls and a rate scare. China's central bank bought that exact dip with both hands. One side treats gold as a trade. The other treats it as the floor under a currency. The West is selling paper gold and calling it a crash. China is buying physical gold and calling it a foundation. In ten years, only one of them will look like it understood what gold was for. The metal is already moving to that side.
0:10

China's central bank has now bought gold for 19 months straight, the largest official buyer on earth. And this week, as gold broke 4,000 dollars, China's biggest banks moved to push ordinary Chinese out of leveraged gold trading, with at least one warning it will liquidate any position not closed by month-end. Both are true at once, and together they explain what this crash really is. Start with what is being banned, because the words matter. ICBC and a string of other banks are shutting down retail trading in what the Chinese themselves call paper gold, the margined, leveraged contracts where you bet on the price without ever owning a bar. Some banks lifted the margin requirement to 140 percent to choke the leverage off before closing the products outright. Physical gold, meanwhile, stays wide open. Coins, bars, savings plans, ETFs, all fine. It is only the paper, the leverage, the casino, that is being shut, the last step in a five-year retreat that the crash just finished. Officially this is about protecting small investors, and that part is real. The same kind of leverage wiped out a wave of Chinese retail in a 2020 commodity blowup. But set the ban beside what the state is doing and something larger comes into view. While its citizens are pushed out of the paper, the People's Bank of China has spent those same 19 months buying the physical metal, more than two thousand three hundred tonnes of it now, accumulating straight through a 28 percent crash that scared everyone else out. Beijing is not trading gold. It is hoarding it. That is the strategy in one frame. China looked at the two things both called gold, the paper bet and the physical bar, and made a choice no Western government would make. It is taking the metal for the state and closing the casino for everyone else. The reason sits in a single date. 2022, when Russia's reserves were frozen with a keystroke. That taught every country outside the Western system one lesson: dollars in an account can be switched off, gold in your own vault cannot. So China is building its monetary independence out of the one asset nobody can freeze, and it does not want that foundation in the hands of leveraged traders who panic-sell in a crash, or priced by a paper market it does not control. Watch this month and the two worlds split in real time. Western investors were forced out of their gold by margin calls and a rate scare. China's central bank bought that exact dip with both hands. One side treats gold as a trade. The other treats it as the floor under a currency. The West is selling paper gold and calling it a crash. China is buying physical gold and calling it a foundation. In ten years, only one of them will look like it understood what gold was for. The metal is already moving to that side.

Shanaka Anslem Perera ⚡

327,003 просмотров • 2 месяцев назад

AI has had exactly two scaling axes that worked so far, and the second one is starting to look finite too the first one was pretraining: with scaling parameters and data, we got world knowledge (i.e. ChatGPT had read enough to know things), but it started saturating a while ago the second one was RL, and people had been doing RL the whole time before that: RLHF is RL but it never scaled far because it was trying to control the exact output, which tokens come out, how the text reads, but you can only push that so far before you’re just polishing RLVR dropped that constraint: giving the model a task, then checking whether the final answer is right, and ignoring everything in between -- so the model does whatever it wants in the middle and only the endpoint gets graded, and that’s much closer to actual RL and it’s what bought us planning and reasoning (arguably, tool use sits around 2.5 on this list -- while useful, it's not a different kind of thing) so one axis gave knowledge, the other gave reasoning, and both of them are one model working alone the next axis is how many models you can get working on the same problem, which is a different kind of axis than the previous two we know that multi-agent RL has always been the harder problem: I spent years in that literature and the gap between single-agent and multi-agent is definitely not incremental -- it’s a whole different class of difficulty! which is also why the derivatives are steep at the start, nobody has picked the easy wins yet... and the thing that gates this multi-agent coordination is communication: models can only coordinate as well as they can exchange information, and right now they do that by writing sentences to each other imagine what could we possibly achieve if we properly open that third axis development by letting models to exchange information in their native "language" without loosing any computational data that they produce during inference
0:14

AI has had exactly two scaling axes that worked so far, and the second one is starting to look finite too the first one was pretraining: with scaling parameters and data, we got world knowledge (i.e. ChatGPT had read enough to know things), but it started saturating a while ago the second one was RL, and people had been doing RL the whole time before that: RLHF is RL but it never scaled far because it was trying to control the exact output, which tokens come out, how the text reads, but you can only push that so far before you’re just polishing RLVR dropped that constraint: giving the model a task, then checking whether the final answer is right, and ignoring everything in between -- so the model does whatever it wants in the middle and only the endpoint gets graded, and that’s much closer to actual RL and it’s what bought us planning and reasoning (arguably, tool use sits around 2.5 on this list -- while useful, it's not a different kind of thing) so one axis gave knowledge, the other gave reasoning, and both of them are one model working alone the next axis is how many models you can get working on the same problem, which is a different kind of axis than the previous two we know that multi-agent RL has always been the harder problem: I spent years in that literature and the gap between single-agent and multi-agent is definitely not incremental -- it’s a whole different class of difficulty! which is also why the derivatives are steep at the start, nobody has picked the easy wins yet... and the thing that gates this multi-agent coordination is communication: models can only coordinate as well as they can exchange information, and right now they do that by writing sentences to each other imagine what could we possibly achieve if we properly open that third axis development by letting models to exchange information in their native "language" without loosing any computational data that they produce during inference

Sasha Malysheva

11,548 просмотров • 20 дней назад

⚠️ LEAKED FOOTAGE OF THE FIRST REAL MEDBED UNIT ⚠️ THE TECHNOLOGY THEY HID FROM HUMANITY FOR DECADES IS NO LONGER IN THE DARK. THIS DEVICE WAS RESERVED ONLY FOR ELITES, BLACK PROJECT OPERATIVES, AND BILLIONAIRE FAMILIES — WHILE THE WORLD SUFFERED. THEY USED IT TO REGENERATE ORGANS. THEY USED IT TO ERASE DISEASE. THEY USED IT TO EXTEND THEIR LIVES. AND THEY NEVER INTENDED TO SHARE IT WITH YOU. BUT THAT ERA IS OVER. THE TRUMP ADMINISTRATION FORCED OPEN THE CLASSIFIED PROGRAMS, BROKE THE CONTRACTS OF BIG PHARMA, AND EXPOSED THE TECHNOLOGY DESIGNED TO HEAL THE WORLD. WHAT YOU SEE IN THIS VIDEO IS NOT A CONCEPT — IT IS A WORKING MEDBED. A QUANTUM HEALING PLATFORM CAPABLE OF CELL REPAIR, DNA RESTORATION, AND FULL-BODY REGENERATION AT THE ATOMIC LEVEL. THIS IS THE TECHNOLOGY THAT WILL END THE AGE OF DISEASE. THIS IS THE MOMENT HUMANITY TAKES BACK WHAT WAS STOLEN. THE MEDBED ERA BEGINS NOW. RESERVATIONS ARE OPEN FOR THE FIRST PUBLIC ACCESS WINDOW. THE FUTURE OF HEALING IS NO LONGER SECRET. IT IS YOURS. FOLLOW ME, NEXT DROP WILL BE SHOCKING.
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⚠️ LEAKED FOOTAGE OF THE FIRST REAL MEDBED UNIT ⚠️ THE TECHNOLOGY THEY HID FROM HUMANITY FOR DECADES IS NO LONGER IN THE DARK. THIS DEVICE WAS RESERVED ONLY FOR ELITES, BLACK PROJECT OPERATIVES, AND BILLIONAIRE FAMILIES — WHILE THE WORLD SUFFERED. THEY USED IT TO REGENERATE ORGANS. THEY USED IT TO ERASE DISEASE. THEY USED IT TO EXTEND THEIR LIVES. AND THEY NEVER INTENDED TO SHARE IT WITH YOU. BUT THAT ERA IS OVER. THE TRUMP ADMINISTRATION FORCED OPEN THE CLASSIFIED PROGRAMS, BROKE THE CONTRACTS OF BIG PHARMA, AND EXPOSED THE TECHNOLOGY DESIGNED TO HEAL THE WORLD. WHAT YOU SEE IN THIS VIDEO IS NOT A CONCEPT — IT IS A WORKING MEDBED. A QUANTUM HEALING PLATFORM CAPABLE OF CELL REPAIR, DNA RESTORATION, AND FULL-BODY REGENERATION AT THE ATOMIC LEVEL. THIS IS THE TECHNOLOGY THAT WILL END THE AGE OF DISEASE. THIS IS THE MOMENT HUMANITY TAKES BACK WHAT WAS STOLEN. THE MEDBED ERA BEGINS NOW. RESERVATIONS ARE OPEN FOR THE FIRST PUBLIC ACCESS WINDOW. THE FUTURE OF HEALING IS NO LONGER SECRET. IT IS YOURS. FOLLOW ME, NEXT DROP WILL BE SHOCKING.

Q The Storm Rider

1,028,115 просмотров • 4 месяцев назад