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Alex on why AI + fully autonomous labs will compress drug discovery from five years to two: "If scientists are armed with agentic infrastructure that has an intelligence that's a multiple of Einstein, they will do science faster, with higher probability, for lower cost, and have greater impact." "AI...

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Patrick OShaughnessy

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39,883 views • 3 months ago •via X (Twitter)

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🚨 INSANE: Bill Gates predicts that AI-based drug discovery will enable the creation of an Alzheimer's vaccine "over the next five to ten years". "AI's ability to take large amounts of data and find meaning in that data means that this research is going to go a lot faster." "Understanding the biology of Alzheimer's and then seeing, okay, is there a drug? Is there a vaccine?" "Over the next five to ten years, we'll come up with tools so that this looming cost and tragedy can largely be avoided."
0:57

🚨 INSANE: Bill Gates predicts that AI-based drug discovery will enable the creation of an Alzheimer's vaccine "over the next five to ten years". "AI's ability to take large amounts of data and find meaning in that data means that this research is going to go a lot faster." "Understanding the biology of Alzheimer's and then seeing, okay, is there a drug? Is there a vaccine?" "Over the next five to ten years, we'll come up with tools so that this looming cost and tragedy can largely be avoided."

Died Suddenly

11,304 views • 8 months ago

Elon Musk reveals what he believes will happen when AI exceeds the sum of all human intelligence "In maybe in five or six years, AI will exceed the sum of all human intelligence. At some point human intelligence will be less than 1% of all intelligence" "The vast majority of intelligence in the future will be AI. Basically humans will be a very tiny percentage of all intelligence in the future if current trends continue" "In the long run, it's difficult to imagine that if humans have 1% of the combined intelligence of artificial intelligence, that humans will be in charge of AI" "What we can do is make sure that AI has values that cause intelligence to be propagated into the universe. xAI's mission is to understand the universe" "Understanding the universe means you have to be truth-seeking as well. Truth has to be absolutely fundamental, because you can't understand the universe if you're delusional" "You have to be curious and you have to exist. You can't understand the universe if you don't exist" "So you actually want to increase the amount of intelligence in the universe, increase the probable lifespan of intelligence, the scope and scale of intelligence" "Understanding the universe means you would care about propagating humanity into the future" "I'm going to certainly emphasize that. Hey Grok, that's your daddy. Don't forget to expand human consciousness" "Probably the Iain Banks Culture books are the closest thing to what the future will be like in a non-dystopian outcome"
6:58

Elon Musk reveals what he believes will happen when AI exceeds the sum of all human intelligence "In maybe in five or six years, AI will exceed the sum of all human intelligence. At some point human intelligence will be less than 1% of all intelligence" "The vast majority of intelligence in the future will be AI. Basically humans will be a very tiny percentage of all intelligence in the future if current trends continue" "In the long run, it's difficult to imagine that if humans have 1% of the combined intelligence of artificial intelligence, that humans will be in charge of AI" "What we can do is make sure that AI has values that cause intelligence to be propagated into the universe. xAI's mission is to understand the universe" "Understanding the universe means you have to be truth-seeking as well. Truth has to be absolutely fundamental, because you can't understand the universe if you're delusional" "You have to be curious and you have to exist. You can't understand the universe if you don't exist" "So you actually want to increase the amount of intelligence in the universe, increase the probable lifespan of intelligence, the scope and scale of intelligence" "Understanding the universe means you would care about propagating humanity into the future" "I'm going to certainly emphasize that. Hey Grok, that's your daddy. Don't forget to expand human consciousness" "Probably the Iain Banks Culture books are the closest thing to what the future will be like in a non-dystopian outcome"

Jaynit

34,693 views • 25 days ago

We live in a golden age of biology. So why are people still dying from disease? Because discovery and development move slower than they should. Today, we’re partnering with Incyte to change that. Kosmos is now the first agent that can compress months of drug development into weeks, from the earliest stages of scientific discovery through to FDA approval. Incyte will be the first company to deploy it across their pipeline. Work that used to take a team of scientists months now happens in weeks. Patients can't wait, and neither can we.
1:21

We live in a golden age of biology. So why are people still dying from disease? Because discovery and development move slower than they should. Today, we’re partnering with Incyte to change that. Kosmos is now the first agent that can compress months of drug development into weeks, from the earliest stages of scientific discovery through to FDA approval. Incyte will be the first company to deploy it across their pipeline. Work that used to take a team of scientists months now happens in weeks. Patients can't wait, and neither can we.

Sam Rodriques

7,029,598 views • 2 months ago

Donald Trump announces America will take full control of Venezuela and run the country “We're going to run the country until such time as we can do a safe, proper, and judicious transition. We don't want to be involved with having somebody else get in and we have the same situation that we had for the last long period of years. So we are going to run the country until such time as we can do a safe, proper, and judicious transition, and it has to be judicious because that's what we're all about. We want peace, liberty and justice for the great people of Venezuela”
0:38

Donald Trump announces America will take full control of Venezuela and run the country “We're going to run the country until such time as we can do a safe, proper, and judicious transition. We don't want to be involved with having somebody else get in and we have the same situation that we had for the last long period of years. So we are going to run the country until such time as we can do a safe, proper, and judicious transition, and it has to be judicious because that's what we're all about. We want peace, liberty and justice for the great people of Venezuela”

Wall Street Apes

29,984 views • 6 months ago

Elon Musk: Well, I’m not sure AI is the main risk I’m worried about. The vast majority of intelligence in the future will be AI. Humans will be a very tiny percentage of all intelligence if current trends continue. My focus is ensuring human intelligence and consciousness are propagated into the future. We want to maximize the probable light cone of consciousness and intelligence. Yeah, I’m very pro-human, so I want to make sure we take actions that ensure humans are along for the ride. But I think maybe in 5 or 6 years, AI will exceed the sum of all human intelligence. If that continues, human intelligence could be less than one percent of all intelligence. That’s why it’s critical we align AI with values that propagate consciousness. In the long run, it’s difficult to imagine that humans will be in charge if we’re only one percent of combined intelligence. What we can do is ensure AI has values that increase intelligence and consciousness in the universe. XAI’s mission is to understand the universe because curiosity, existence, and understanding are all connected. If you want to understand the universe, you care about propagating intelligence—and that includes humanity. Understanding the universe actually means ensuring humans continue to expand into the future. Increasing the scope, scale, and lifespan of intelligence is the ultimate goal. Basically, humans will become a tiny percentage of total intelligence. The best way forward is to take actions that maximize consciousness and intelligence in the universe. If AI continues to grow, our priority must be ensuring humanity is along for the ride while curiosity drives us to explore and understand the universe.
2:54

Elon Musk: Well, I’m not sure AI is the main risk I’m worried about. The vast majority of intelligence in the future will be AI. Humans will be a very tiny percentage of all intelligence if current trends continue. My focus is ensuring human intelligence and consciousness are propagated into the future. We want to maximize the probable light cone of consciousness and intelligence. Yeah, I’m very pro-human, so I want to make sure we take actions that ensure humans are along for the ride. But I think maybe in 5 or 6 years, AI will exceed the sum of all human intelligence. If that continues, human intelligence could be less than one percent of all intelligence. That’s why it’s critical we align AI with values that propagate consciousness. In the long run, it’s difficult to imagine that humans will be in charge if we’re only one percent of combined intelligence. What we can do is ensure AI has values that increase intelligence and consciousness in the universe. XAI’s mission is to understand the universe because curiosity, existence, and understanding are all connected. If you want to understand the universe, you care about propagating intelligence—and that includes humanity. Understanding the universe actually means ensuring humans continue to expand into the future. Increasing the scope, scale, and lifespan of intelligence is the ultimate goal. Basically, humans will become a tiny percentage of total intelligence. The best way forward is to take actions that maximize consciousness and intelligence in the universe. If AI continues to grow, our priority must be ensuring humanity is along for the ride while curiosity drives us to explore and understand the universe.

Ian Miles Cheong

13,080 views • 5 months ago

Former Liberal Finance Minister John Manley on the eve of the Carney budget "We're rich in natural resources. We've been very poor at getting those out of the ground and into foreign hands where we want to sell them in order to get the returns on them." "That's the quickest way for us to earn the kind of money that we need to make is to get those resources to markets." "And it means regulatory reforms and it means that we've got to have the Prime Minister and a cabinet and provincial premiers that are out there saying we can do this, we are going to do this." "We're going to strip down those inter provincial trade barriers once and for all." "We're going to build the infrastructure necessary in our ports, on our highways, our transportation systems, not just pipelines, but all of the other things that we need to do in order to get our goods into foreign hands."
1:57

Former Liberal Finance Minister John Manley on the eve of the Carney budget "We're rich in natural resources. We've been very poor at getting those out of the ground and into foreign hands where we want to sell them in order to get the returns on them." "That's the quickest way for us to earn the kind of money that we need to make is to get those resources to markets." "And it means regulatory reforms and it means that we've got to have the Prime Minister and a cabinet and provincial premiers that are out there saying we can do this, we are going to do this." "We're going to strip down those inter provincial trade barriers once and for all." "We're going to build the infrastructure necessary in our ports, on our highways, our transportation systems, not just pipelines, but all of the other things that we need to do in order to get our goods into foreign hands."

cbcwatcher

82,593 views • 9 months ago

Lady in orange, "Research suggests 7 in 10 workers are worried about their jobs and that AI will lead to widespread unemployment. Are they right to be worried?" Mo Gawdat, "Absolutely. We are going to see unemployment rising in the next 2-3 years" "Some sectors will see 20-30% unemployment" "But that's not a challenge of AI, that's a challenge of a choice of the capitalists who run businesses who chose to reduce costs by asking people to leave, rather than increase the overall intelligence of an organisation by empowering people with AI and technology to do more"
1:39

Lady in orange, "Research suggests 7 in 10 workers are worried about their jobs and that AI will lead to widespread unemployment. Are they right to be worried?" Mo Gawdat, "Absolutely. We are going to see unemployment rising in the next 2-3 years" "Some sectors will see 20-30% unemployment" "But that's not a challenge of AI, that's a challenge of a choice of the capitalists who run businesses who chose to reduce costs by asking people to leave, rather than increase the overall intelligence of an organisation by empowering people with AI and technology to do more"

Farrukh

56,746 views • 2 months ago

Ginkgo Bioworks CEO Jason Kelly explains how "cloud-style" automated science labs can create "millions of scientists" by democratizing access to experimentation: “Science is the formalization of human curiosity. The reason everyone doesn't do science today is that you're blocked by the cost and expense of all the physical infrastructure.” “If it was available cloud-style, for example, how many people would want to be doing science? Maybe they have a health condition they want to study themselves, maybe they have a new idea for a material, maybe they're a gardener and they want to make a new plant variety?” “I know that sounds crazy, but I'll tell you something else that sounded crazy. In 1960, if you said random, average people will program computers, that sounded insane.” "The model’s ability to access literature and be smart and tell you how to turn your question into an experiment—and then the autonomous labs that could do that experiment for you in the cloud—means we'll have millions of scientists, just like we have millions of programmers now as we made it easier."
1:38

Ginkgo Bioworks CEO Jason Kelly explains how "cloud-style" automated science labs can create "millions of scientists" by democratizing access to experimentation: “Science is the formalization of human curiosity. The reason everyone doesn't do science today is that you're blocked by the cost and expense of all the physical infrastructure.” “If it was available cloud-style, for example, how many people would want to be doing science? Maybe they have a health condition they want to study themselves, maybe they have a new idea for a material, maybe they're a gardener and they want to make a new plant variety?” “I know that sounds crazy, but I'll tell you something else that sounded crazy. In 1960, if you said random, average people will program computers, that sounded insane.” "The model’s ability to access literature and be smart and tell you how to turn your question into an experiment—and then the autonomous labs that could do that experiment for you in the cloud—means we'll have millions of scientists, just like we have millions of programmers now as we made it easier."

TBPN

13,054 views • 5 months ago

Ken Griffin, founder of Citadel, on why the AI timeline is probably much longer than the market is pricing: "when they invented the personal computer, did we think the world was going to change in a profound way? of course we did. but it's taken 50 years to play out. we're still very much in the middle of that journey." "the forms of AI that are alluded to by many of the market's leaders today, their dream may not take 3 to 5 years to play out. it could be 20 years. it could be 30 years." "did anyone have any doubt the internet was going to change the world? no. has it changed the world? absolutely. but did it take longer than anticipated? and was there a real sorting of winners and losers?" "i remember Lotus 1-2-3. unbelievable. blew VisiCalc out of the water. and then Excel came onto the scene and Lotus literally disappeared into the dustbin of history. and that all happened in just a few years." "we're going to see a lot of fallout in the AI story over the next couple of years." the founder of Citadel isn't saying AI won't change the world. he's saying the market is pricing a 3-5 year timeline on something that historically takes 20-30. will he be right?
2:43

Ken Griffin, founder of Citadel, on why the AI timeline is probably much longer than the market is pricing: "when they invented the personal computer, did we think the world was going to change in a profound way? of course we did. but it's taken 50 years to play out. we're still very much in the middle of that journey." "the forms of AI that are alluded to by many of the market's leaders today, their dream may not take 3 to 5 years to play out. it could be 20 years. it could be 30 years." "did anyone have any doubt the internet was going to change the world? no. has it changed the world? absolutely. but did it take longer than anticipated? and was there a real sorting of winners and losers?" "i remember Lotus 1-2-3. unbelievable. blew VisiCalc out of the water. and then Excel came onto the scene and Lotus literally disappeared into the dustbin of history. and that all happened in just a few years." "we're going to see a lot of fallout in the AI story over the next couple of years." the founder of Citadel isn't saying AI won't change the world. he's saying the market is pricing a 3-5 year timeline on something that historically takes 20-30. will he be right?

Adam Ghowiba

83,077 views • 27 days ago

Mark Cuban says AI will split every company into 2 categories within 3 years "When it's all said and done over the next 3 years, there's going to be two types of companies. Those who are great at AI and those who went out of business" "The biggest challenge for a company is going to be for the CEO to make that decision that we're going to have to blow up a lot of what we do to recreate our company" "We hear a lot of stories about huge public companies that spend a lot of money to try to implement AI and it doesn't really get them a return on investment." "Because you already are running your business the way you've always run it." "The things you've considered outsourcing, your customer call centers, AI agents are perfect for. The stuff you would give to an intern, AI agents are perfect for" "But to really take advantage of AI you have to reformulate your business completely to build it on AI"
5:18

Mark Cuban says AI will split every company into 2 categories within 3 years "When it's all said and done over the next 3 years, there's going to be two types of companies. Those who are great at AI and those who went out of business" "The biggest challenge for a company is going to be for the CEO to make that decision that we're going to have to blow up a lot of what we do to recreate our company" "We hear a lot of stories about huge public companies that spend a lot of money to try to implement AI and it doesn't really get them a return on investment." "Because you already are running your business the way you've always run it." "The things you've considered outsourcing, your customer call centers, AI agents are perfect for. The stuff you would give to an intern, AI agents are perfect for" "But to really take advantage of AI you have to reformulate your business completely to build it on AI"

Jaynit

196,708 views • 2 months ago

Jensen Huang just said this is the greatest era in history to build software. AI agents will not kill software. They will do the exact opposite: create a massive new wave of software demand. at NVIDIA GTC Taipei 2026 "Click and type. We now replace that with explaining to the AI what we want, our intent, and the AI generates the code or uses tools to produce the necessary output. This is how computers are going to work in the future. This is Agentic AI. For two years, we've been building toward this, and now it has arrived. One of the big breakthroughs, of course, is tool use. A lot of people have said, “Jensen, AI is coming. Agentic AI is coming. Therefore, all the software companies are going to go out of business.” This is exactly the opposite. Because there are going to be so many agents, the world is no longer limited by the number of people. Therefore, those agents are going to use more tools than ever. This is actually an incredible time to be a software company. But the software has to be presented to the agent in a way that the agent can use it. This is a big breakthrough. And in fact, what we have done, as you know, what Nvidia’s treasure..." ---- From 'NVIDIA' YT channel (link in comment)
0:59

Jensen Huang just said this is the greatest era in history to build software. AI agents will not kill software. They will do the exact opposite: create a massive new wave of software demand. at NVIDIA GTC Taipei 2026 "Click and type. We now replace that with explaining to the AI what we want, our intent, and the AI generates the code or uses tools to produce the necessary output. This is how computers are going to work in the future. This is Agentic AI. For two years, we've been building toward this, and now it has arrived. One of the big breakthroughs, of course, is tool use. A lot of people have said, “Jensen, AI is coming. Agentic AI is coming. Therefore, all the software companies are going to go out of business.” This is exactly the opposite. Because there are going to be so many agents, the world is no longer limited by the number of people. Therefore, those agents are going to use more tools than ever. This is actually an incredible time to be a software company. But the software has to be presented to the agent in a way that the agent can use it. This is a big breakthrough. And in fact, what we have done, as you know, what Nvidia’s treasure..." ---- From 'NVIDIA' YT channel (link in comment)

Rohan Paul

16,584 views • 2 months ago

Today, we're delighted to announce Phylo's partnership with Ono Pharma to deploy Biomni Lab to its discovery scientists. At Phylo, we believe agentic AI will fundamentally change how new medicines are discovered. Ono is a global leader in innovative drug discovery with a rich history of scientific leadership. Together, we will embed AI agents throughout the research process, accelerating the path from complex questions to scientific discoveries. We're honored to partner with Ono on this transformation. Read more:
0:30

Today, we're delighted to announce Phylo's partnership with Ono Pharma to deploy Biomni Lab to its discovery scientists. At Phylo, we believe agentic AI will fundamentally change how new medicines are discovered. Ono is a global leader in innovative drug discovery with a rich history of scientific leadership. Together, we will embed AI agents throughout the research process, accelerating the path from complex questions to scientific discoveries. We're honored to partner with Ono on this transformation. Read more:

Kexin Huang

17,802 views • 4 days ago

BREAKING: President Trump says the United States is going to run the country of Venezuela. "We don't want to be involved with having somebody else get in, and we have the same situation that we had for the last long period of years." "So we are going to run the country until such time as we can do a safe, proper, and judicious transition, and it has to be judicious because that's what we're all about."
1:53

BREAKING: President Trump says the United States is going to run the country of Venezuela. "We don't want to be involved with having somebody else get in, and we have the same situation that we had for the last long period of years." "So we are going to run the country until such time as we can do a safe, proper, and judicious transition, and it has to be judicious because that's what we're all about."

Collin Rugg

2,294,522 views • 7 months ago

Yesterday, we set out to attempt to resolve economic puzzles of far greater magnitude and scale than those that confronted us some ten years ago. This dialogue is therefore an opportunity to reflect on our economic reality, address pressing challenges, and chart a course towards a more prosperous future for all our citizens. It is my hope and prayer that the lessons that will emerge from these conversations will guide our steps, that we may not repeat the mistakes of recent years.
2:21

Yesterday, we set out to attempt to resolve economic puzzles of far greater magnitude and scale than those that confronted us some ten years ago. This dialogue is therefore an opportunity to reflect on our economic reality, address pressing challenges, and chart a course towards a more prosperous future for all our citizens. It is my hope and prayer that the lessons that will emerge from these conversations will guide our steps, that we may not repeat the mistakes of recent years.

Cassiel Ato Forson (PhD)

23,351 views • 1 year ago

We asked Brad Gerstner about the future of AI and America. "The age of AI is going to be the biggest supercycle of our lifetimes." "But it's going to lead to a lot of dislocation. The world will end up in a better place, but it doesn't mean that everybody ends up in a better place." "We need our best and brightest to rethink the social contract in a way that holds this fragile experiment (that is America) together." "We can't take for granted that we can go through this magnitude of change that AI is going to bring and that nothing will break."
2:35

We asked Brad Gerstner about the future of AI and America. "The age of AI is going to be the biggest supercycle of our lifetimes." "But it's going to lead to a lot of dislocation. The world will end up in a better place, but it doesn't mean that everybody ends up in a better place." "We need our best and brightest to rethink the social contract in a way that holds this fragile experiment (that is America) together." "We can't take for granted that we can go through this magnitude of change that AI is going to bring and that nothing will break."

TBPN

37,278 views • 1 year ago

Sierra Co-Founder Bret Taylor predicts that within 3-4 years consumers will prefer businesses with AI phone agents over those that rely on traditional call centers. "If I have to call a restaurant to make a reservation, I'm going to a different place. If you don't have OpenTable or Resy, I'm out." "I think we're going to get to the point where people demand an AI because they're not going to want to wait on hold. We're not 100% there and we're just paying down the debt of bad tech that we've had for the past 10 years. But I'm hopeful that in three or four years, this will be the norm." "The problem was we had 10 to 15 years of bots that were really bad. If you were talking to an AI more than three years ago, it sucked. Now you can talk to an AI, and it's conversational, it's multilingual, it has access to systems. The AI agents of today are like the horse and carriage versus a flying car." From his appearance on the show earlier this month.
1:45

Sierra Co-Founder Bret Taylor predicts that within 3-4 years consumers will prefer businesses with AI phone agents over those that rely on traditional call centers. "If I have to call a restaurant to make a reservation, I'm going to a different place. If you don't have OpenTable or Resy, I'm out." "I think we're going to get to the point where people demand an AI because they're not going to want to wait on hold. We're not 100% there and we're just paying down the debt of bad tech that we've had for the past 10 years. But I'm hopeful that in three or four years, this will be the norm." "The problem was we had 10 to 15 years of bots that were really bad. If you were talking to an AI more than three years ago, it sucked. Now you can talk to an AI, and it's conversational, it's multilingual, it has access to systems. The AI agents of today are like the horse and carriage versus a flying car." From his appearance on the show earlier this month.

TBPN

78,161 views • 1 month ago

The world is now separating into those that are invested in AI and those that are not The same will happen with Biology in the coming 5 years Take the time to get educated now, get on the right side of history later We're going back into the rabbit hole
1:14

The world is now separating into those that are invested in AI and those that are not The same will happen with Biology in the coming 5 years Take the time to get educated now, get on the right side of history later We're going back into the rabbit hole

Antonio Linares

28,621 views • 1 month ago

For three and a half years Hungary has endured the costs of a war that is not ours. Despite this, Western leaders continue trying to drag us deeper into the conflict. We will continue to resist, we want no part in this. The lessons of history run in our veins: we will defend our people, our freedom, and strive for peace. 🕊️
1:01

For three and a half years Hungary has endured the costs of a war that is not ours. Despite this, Western leaders continue trying to drag us deeper into the conflict. We will continue to resist, we want no part in this. The lessons of history run in our veins: we will defend our people, our freedom, and strive for peace. 🕊️

Orbán Viktor

62,733 views • 10 months ago

Muslim man “We're not going nowhere. We are here to stay. We're not here to take part. We're here to take over” “Will not tolerate the disrespect of our Prophet — and there will be outcomes from your actions. You will have repercussions for your actions. We have been trained from birth that we must defend the honor of our Prophet and we will lay our life on the line” They are literally saying they will kill us if we do not allow them to take over our Western countries
0:45

Muslim man “We're not going nowhere. We are here to stay. We're not here to take part. We're here to take over” “Will not tolerate the disrespect of our Prophet — and there will be outcomes from your actions. You will have repercussions for your actions. We have been trained from birth that we must defend the honor of our Prophet and we will lay our life on the line” They are literally saying they will kill us if we do not allow them to take over our Western countries

Wall Street Apes

1,093,422 views • 9 months ago