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I've had many engineers ask me why its worth their time and effort to learn biology in response to this post. Why should they be excited? We are poised for a revolution in biotech that will be uniquely enabled by computers. Convince yourself by digging into the examples I... link: - The tooling is getting better. Assays are able to measure a broad array of molecules at a falling cost and increasing throughput. Look to ScaleBio, Curio Bioscience, AtlasXOmics for inspiration. We are sequencing millions of single cells and building spatial maps of the molecular state of tumors. After two generations of "next-generation sequencing", and stagnating DNA read + write costs under the monopoly of Illumina, this wave of the new assays will have a profound impact on the iteration speed and scale of experimentation. Little needs to be said about the impact of compounding trends in core tooling over a sufficient period of time. - Biotechs are using data to guide decisions and are incorporating domain informed machine learning as a core part of the molecular design process. There is great synergy here with better tooling as a means of abundant, cheap data. Look to Recursion, Manifold Bio, Dyno Tx, Asimov. There is also the cross pollination of biology informed architectures with the recent explosion in new machine learning techniques. These models are starting to do useful things, like generate functional gene editing proteins and entire prokaryotic organisms. Look to ESM, AlphaFold3, RFdiffusion. - New classes of therapies - genetic medicines and engineered immune cells - are having real success in the clinic. One dose cures for cardiovascular disease (Verve w ACSD), vaccines for cancer (Moderna w mRNA 4157), in vivo gene editing proteins (CRISPR Tx, Beam, Ensoma), metabolic disease (Novartis, Eli Lily w GLP-1/GIP modulators) are being dosed in real people right now + transforming lives. - The AI craze is commoditizing accelerated hardware and fast storage devices like NVMes, improving developer frameworks for writing code against these devices and maturing the systems tooling for moving around lots of data between computers for distributed training. One happy accident of this bubble will be the reuse of these components to build a new systems stack for the large scale processing of molecular data. This will be very important to construct a 1 billion single cell atlas and beyond. (For reference, the state of the art is ScaleBio's 2M cell kit, dubbed QuantumScale, and it is pushing things with the hardware + software we have today.) - Language models might be the perfect tool to distill the unstructured corpus of public data, literature, and methods sitting around on the Internet into real biological insights for scientist asking questions in natural language. It will also allow them to install, configure and run the slew of useful but poorly maintained academic computational tools to explore and hypothesize new biology on their own. Increasing the productivity of each scientist will do much to reverse Eroom's law. - There is an appetite from the market for new applications of biotech beyond drug development. Bacteria driven lithium mining (maverick), cell agriculture (growing cows in vats), early signs of consumer biologics (Geltor), biofoundries (Ginkgo). My guess is some of the greatest minds of our generation will want to do more than perturb the human body with therapies. I think it is also important to recognize that the need for computers and software is a secular trend in the progression of biotech independent of the interests of Silicon Valley. Clusters of computers, the information they store and the software that runs on them are precisely the technology needed by this field as it transforms into a discipline of information management, towards reducing living things into well characterized building blocks we can rebuild in our image. Software companies, as some local and hyper efficient structure in the arc of capitalism, with established methods and well trod rails to attract resources, talent and easily distribute product to an entire market, are the perfect place to incubate and disseminate these tools. There will probably be many, very large computer companies in biology in the next century.show more

Kenny Workman

7,095 subscribers

113,534 views • 1 year ago •via X (Twitter)

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Kenny Workman1 year ago

subscribe to my soundcloud

Akash Arunabharathi1 year ago

For anyone with a bit of time that's open to getting excited, here are a few doorways down the rabbit hole: Genomic Lang. Models - David Baker's TED talk - David Baker's Lecture at UCR - Some resources: KA bio archive - BIO101: Introduction to Molecular and Cellular Biology - Intro to Protein Structure (found this, but haven't used yet. I used KA for learning about proteins, but this book seems quite well-illustrated and a bit more detailed) - JHU Genomic Data Science Specialization (teaches the biology bit as required) - This is all I can think of right now, but will add if something comes to mind :)

Venture Student1 year ago

What are some books/courses/etc. on biology that someone with a technical background in data science/ computer science should read in order to understand the fundamentals of this field?

Kenny Workman1 year ago

Big fan of reading classic texts used in the field. They are accessible to you with focused study. Janeway + Molecular Biology of the Cell are more than enough.

Τρισάγιον1 year ago

Serious question: why is the pay such crap in the industry in general / if there's a biotech revolution will this change.

Sasank Desaraju1 year ago

What software is that in the right? Looks very neat

Kenny Workman1 year ago

that is latch my friend

Kevin Brent Cook1 year ago

Jensen Huang and NVIDIA engineers might be able to help. They’ve been excited about the possibilities for several years…

Cali Dreaming NaphiSoc 1 year ago

how about a chemist (re)learning bio and add some ML??

Chuck Petras1 year ago

@BrianRoemmele @SterlingCooley

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This is how DNA turns coded information into functional proteins - the building blocks of the nanomachines that keep the cells in your body alive. This complex process highlights the sophisticated interconnected systems of Life which must all exist together from the beginning, or Life doesn't happen. First, an RNA molecule is copied from a short segment of DNA. Without the specifically ordered DNA information, RNA cannot form, proteins cannot be built, cells stop working, and life ceases to exist. Life is information first. Once the RNA Molecule is created, it gets ejected from the Polymerase where it was built, and it travels through a complex molecular machine called a Nuclear Pore Complex (NPC), which is an information recognition device that controls the flow of information in and out of a cell's nucleus. The NPC is highly complex - composed of about 500-1,000 protein subunits, derived from a set of about 35 distinct proteins. Without this molecular machine, there is no regulation for what goes in and out of the cell's nucleus, which would lead to catastrophic death for the cell. It must exist for cells to exist. Once the RNA Molecule passes through the NPC, it travels to the Ribosome, a 2-part chemical factory which reads the information on RNA and uses it to construct functional proteins using a specifically sequenced chain of amino acids. Once complete, this protein will then be sent to the section of the cell it belongs to integrate into another molecular machine and do its job. The Ribosome is another highly complex molecular machine - consisting of between 56-80 proteins. Without this molecular machines, proteins cannot be built. Proteins are the building blocks of every cell in every organism on Earth. Without Ribosomes, Life doesn't exist. If you're paying attention, you'll start to realize that Life relies on a highly sophisticated interdependent network of complex machines, which all rely on each other for the function of the system. DNA requires the cell for stability, but the cell requires the proteins for its structure and function, but those proteins require DNA and RNA to be built - it's a circle of necessary interdependence. Systems like this cannot be built by evolutionary processes, which requires that each piece of the process is built by gradual incremental means over lots of time. Without all the pieces there, from the beginning, none of it works. There is only one known source of complex & interdependent informational systems like those we find in life: and that is from Intelligence. Molecular Biology is the best and most obvious evidence of the Intelligent Design in Life.

Divinely Designed

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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)

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16,584 views • 3 months ago

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For generative AI to become an interesting art tool, we need much more control over the output. The slot-machine-like nature of pure text-to-image leaves too much to chance. Using the "Real-time Latent Consistency Model" that I'm using in the example here, is the first time I truly got a glimpse of a future where we'll be able to use our artistic skills and sensibility, to get control over AI image gen. Systems like these will never be able to match the quality or originality of a skilled artist, it won't surprise us in the same way an artist can. Things are a mess in terms of the training data these models are based on, and the questions about copyright concerns and about a time when everything will look the same are very valid. At some point capabilities like these will be embedded in photoshop, and anyone will be able to generate a pretty picture. But to create interesting designs, to tell original stories and to surprise us, we need creatives and artists with something on their mind. We'll be able to create immersive worlds, by making brush-strokes and sculpt marks, without needing to worry about all the dials, plugins, wires of our 3d and 2d tools today. I love to sculpt, I love to draw, and I love to explore new mediums and new ways to create. The Gen AI tools we have today are far from perfect, and things need to be steered in a better direction. For that we need artists to help point the way. Gen AI isn't going away.. it's too powerful and has the potential to allow us to tell stories like never before. Like all other big technological shifts, tech like this will come at a cost, but it will also open up new opportunities and empower a new generation of storytellers. I might be naive, but I believe that human ingenuity and creativity will persevere in this new world ♥️ #art #ai

For generative AI to become an interesting art tool, we need much more control over the output. The slot-machine-like nature of pure text-to-image leaves too much to chance. Using the "Real-time Latent Consistency Model" that I'm using in the example here, is the first time I truly got a glimpse of a future where we'll be able to use our artistic skills and sensibility, to get control over AI image gen. Systems like these will never be able to match the quality or originality of a skilled artist, it won't surprise us in the same way an artist can. Things are a mess in terms of the training data these models are based on, and the questions about copyright concerns and about a time when everything will look the same are very valid. At some point capabilities like these will be embedded in photoshop, and anyone will be able to generate a pretty picture. But to create interesting designs, to tell original stories and to surprise us, we need creatives and artists with something on their mind. We'll be able to create immersive worlds, by making brush-strokes and sculpt marks, without needing to worry about all the dials, plugins, wires of our 3d and 2d tools today. I love to sculpt, I love to draw, and I love to explore new mediums and new ways to create. The Gen AI tools we have today are far from perfect, and things need to be steered in a better direction. For that we need artists to help point the way. Gen AI isn't going away.. it's too powerful and has the potential to allow us to tell stories like never before. Like all other big technological shifts, tech like this will come at a cost, but it will also open up new opportunities and empower a new generation of storytellers. I might be naive, but I believe that human ingenuity and creativity will persevere in this new world ♥️ #art #ai

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1,660,623 views • 2 years ago

Mamdani: As the mayor of our city, I will always look to keep an open line of communication with the president of our country, and to do so always with the interests of New Yorkers in mind. And that means making clear where there is disagreement, making clear where there is prospect for partnership, and also, at the core, asking: How can we make it easier for New Yorkers to live in the most expensive city in the U.S.? How can we make it easier for them to live here, be safe here, and for them to dream here?

Mamdani: As the mayor of our city, I will always look to keep an open line of communication with the president of our country, and to do so always with the interests of New Yorkers in mind. And that means making clear where there is disagreement, making clear where there is prospect for partnership, and also, at the core, asking: How can we make it easier for New Yorkers to live in the most expensive city in the U.S.? How can we make it easier for them to live here, be safe here, and for them to dream here?

Acyn

27,993 views • 6 months ago

#WATCH | Delhi: #IndiaAImpactSummit2026 | CEO of OpenAI, Sam Altman says, "It is amazing to be here, obviously the work happening in India and the adoption of AI is leading the world, and I can't wait to see what goes next. This will be one of the biggest markets for AI in the world, and I think India will have a huge amount of influence... It (AI) will definitely impact the job market, but we always find new things to do, and I have no doubt we will find lots of better ones this time."

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242,416 views • 7 months ago

Sequoia partner Pat Grady says software is shifting from apps that demand attention to agents that work quietly in the background. This shift will change what moats will look like, and will be especially hard for incumbents to deal with. "It's two very different business paradigms," he says. "In an era of apps, you want a lot of surface area with your customers, you want them to spend a lot of time in your product." "In an era of agents, things can just be running passively in the background. The amount of surface area you have with your customers, the amount of time they might spend in your product might be de minimis. So the nature of the moat that you [will need to build] is different." "I think we'll see a lot of companies in the coming years able to live in the software world and have some of the workflows people are accustomed to. And then separately they can deploy these passive agents that kind of function as coworkers who just come back to you when things are done."

Sequoia partner Pat Grady says software is shifting from apps that demand attention to agents that work quietly in the background. This shift will change what moats will look like, and will be especially hard for incumbents to deal with. "It's two very different business paradigms," he says. "In an era of apps, you want a lot of surface area with your customers, you want them to spend a lot of time in your product." "In an era of agents, things can just be running passively in the background. The amount of surface area you have with your customers, the amount of time they might spend in your product might be de minimis. So the nature of the moat that you [will need to build] is different." "I think we'll see a lot of companies in the coming years able to live in the software world and have some of the workflows people are accustomed to. And then separately they can deploy these passive agents that kind of function as coworkers who just come back to you when things are done."

TBPN

58,374 views • 8 months ago

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In light of the names Anneke Lucas mentioned, like the former Canadian prime minister who is dead now, but is the father of the current one. It is being shared all over the internet now. Canadian accounts are posting this, and it is getting lots of attention. This is also a wake-up call for Canada. A lot of people in Canada are commenting on social media that they are shocked by this guy being named. But actually he was already mentioned by Cathy O'Brien in 1995, as being involved in these networks! See the video below. So there is corroboration between these witnesses. A lot of these former and now deceased prime ministers she mentions were, at that time that she was in it in the 70s, involved in this. Also the Belgian one that Anneke names, and was also named by other witnesses. Which tells us, like these witnesses say, this was a global network. So the truth was already out there a bit, but it is coming out more for a bigger public. We will have more revelations coming out in 2025 about these dark dealing that have been going on at the highest levels, I'm sure. This is going to be a shock for a lot of people that are new to this information, because it is reaching a bigger public. Some will choose not to believe it, do no research, and look no further. But a lot more people will wake up to this, it is unstoppable. Of course, we have to check in with our own vibration. If it gets too heavy, take some time out and go for a walk in nature. Whilst revelations are important for the truth to come out, and confronting hard information is part of that, we have to check with our selves how this information is affecting us, and sometimes we need a time off. It is always most important to maintain a healthy balance between checking in with this information and our own peace of mind. #Epstein #PBDpodcast

Jens Patteeuw

20,426 views • 1 year ago

Marc Andreessen says AI is hyper democratizing. “Is the future of the world going to be one or a small number of companies, or for that matter, governments or super AIs that kind of own and control everything?” “Or is this a technology that's going to diffuse out and be in everybody's hands?” “This is the time in which AI is actually hyper democratizing. It has spread to more individuals, both in the country and around the world in the shortest period of time of any new technology I think in history.” “The best AIs in the world are in the consumer products.” “This technology is going to be in everybody's hands. And everybody is going to be able to use it to optimize the things that they do, have it be a thought partner, assistant for building companies.” Marc Andreessen 🇺🇸

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a16z

79,935 views • 10 months ago

‼️JUST NOW — powerful brief remarks by the leaders of Ukraine, the UK, France, and Germany in London: IN SHORT: Merz: “The coming days could be decisive for all of us. The destiny of this country is the destiny of Europe. Nobody should doubt our support for Ukraine. And this is what we are firmly standing behind. I'm skeptical about some of the details which we are seeing in the documents coming from the U.S. side.” Macron: "I think we have a lot of cards in our hands." Zelenskyy: "Our team came back, and I think that they will brief us about the last talks with Americans and after talks of Americans with Russians." Starmer: "If there's to be a ceasefire, it needs to be a just and lasting ceasefire. Matters about Ukraine are for Ukraine." FULL STATEMENTS: UK Prime Minister Keir Starmer: "But the principles remain, the principles that we've operated on for a very, very long time, which is that we stand with Ukraine, and if there's to be a ceasefire, it needs to be a just and lasting ceasefire. And that's why it's so important, that we repeatedly set out the principle forward that matters about Ukraine are for Ukraine. And we stand here to support you in the conflict and support you in the negotiations and make sure that this is a just and lasting settlement if we can get that far. You're very welcome for our discussions". President of Ukraine Volodymyr Zelenskyy: "Thank you very much, Kir. Thank you for organizing this meeting. Thank you, friends, Emmanuel and Friedrich, and thank you for our joint meeting. I think that it is very important now to organize such a meeting and discuss very sensitive issues regarding these talks that we had, in the United States and between us. Our team came back, and I think that they will brief us about the last talks with Americans and after talks of Americans with Russians. I think there are lot of what we have to discuss and speak about. So there are a lot of things which are very important for today. I think, unity between Europe and Ukraine, and also unity between Europe, Ukraine, and the U.S. There are some things which we can't manage without Americans, things which we can't manage without Europe, and that's why we need to make some important decisions". President of France Emmanuel Macron: "And thank you Volodymyr for being with us. You are always welcome. In France, I think we all support Ukraine, and we all support peace. And peace negotiations to have sustainable, robust peace. And I think we have a lot of cards in our hands. The financing and the quality of equipments and training programs to Ukraine, the fact that Ukraine is resisting in this war, and the fact that the Russian economy is starting to suffer, especially after our latest sanctions and the US sanctions. And now I think the main issue is the convergence between our common positions, Europeans and Ukrainians, and the U.S. to finalize these, peace negotiations and re-engage in a new phase in the best possible conditions for Ukraine, for the Europeans, and for our collective security". Chancellor of Germany Friedrich Merz: "I highly appreciate that we are having the opportunity to see you, Volodymyr, together with Emmanuel, and talking about the upcoming days, because this could be a decisive time for all of us. We are trying to continue our support for Ukraine, as you know. On the other hand, we are seeing these talks and negotiations in Moscow and in the U.S. I'm looking forward to hear from you what the outcome of these talks might be. And we are still and remain strongly behind Ukraine and giving support to your country, because we all know that the destiny of this country is the destiny of Europe. So that's the reason why we are here, trying to figure out what we can do. And nobody should doubt on our support for Ukraine. And this is what we are firmly standing behind. And the outcome is open. I'm skeptical about some of the details which we are seeing in the documents coming from the U.S. side, but we have to talk about that. That's why we are here".

‼️JUST NOW — powerful brief remarks by the leaders of Ukraine, the UK, France, and Germany in London: IN SHORT: Merz: “The coming days could be decisive for all of us. The destiny of this country is the destiny of Europe. Nobody should doubt our support for Ukraine. And this is what we are firmly standing behind. I'm skeptical about some of the details which we are seeing in the documents coming from the U.S. side.” Macron: "I think we have a lot of cards in our hands." Zelenskyy: "Our team came back, and I think that they will brief us about the last talks with Americans and after talks of Americans with Russians." Starmer: "If there's to be a ceasefire, it needs to be a just and lasting ceasefire. Matters about Ukraine are for Ukraine." FULL STATEMENTS: UK Prime Minister Keir Starmer: "But the principles remain, the principles that we've operated on for a very, very long time, which is that we stand with Ukraine, and if there's to be a ceasefire, it needs to be a just and lasting ceasefire. And that's why it's so important, that we repeatedly set out the principle forward that matters about Ukraine are for Ukraine. And we stand here to support you in the conflict and support you in the negotiations and make sure that this is a just and lasting settlement if we can get that far. You're very welcome for our discussions". President of Ukraine Volodymyr Zelenskyy: "Thank you very much, Kir. Thank you for organizing this meeting. Thank you, friends, Emmanuel and Friedrich, and thank you for our joint meeting. I think that it is very important now to organize such a meeting and discuss very sensitive issues regarding these talks that we had, in the United States and between us. Our team came back, and I think that they will brief us about the last talks with Americans and after talks of Americans with Russians. I think there are lot of what we have to discuss and speak about. So there are a lot of things which are very important for today. I think, unity between Europe and Ukraine, and also unity between Europe, Ukraine, and the U.S. There are some things which we can't manage without Americans, things which we can't manage without Europe, and that's why we need to make some important decisions". President of France Emmanuel Macron: "And thank you Volodymyr for being with us. You are always welcome. In France, I think we all support Ukraine, and we all support peace. And peace negotiations to have sustainable, robust peace. And I think we have a lot of cards in our hands. The financing and the quality of equipments and training programs to Ukraine, the fact that Ukraine is resisting in this war, and the fact that the Russian economy is starting to suffer, especially after our latest sanctions and the US sanctions. And now I think the main issue is the convergence between our common positions, Europeans and Ukrainians, and the U.S. to finalize these, peace negotiations and re-engage in a new phase in the best possible conditions for Ukraine, for the Europeans, and for our collective security". Chancellor of Germany Friedrich Merz: "I highly appreciate that we are having the opportunity to see you, Volodymyr, together with Emmanuel, and talking about the upcoming days, because this could be a decisive time for all of us. We are trying to continue our support for Ukraine, as you know. On the other hand, we are seeing these talks and negotiations in Moscow and in the U.S. I'm looking forward to hear from you what the outcome of these talks might be. And we are still and remain strongly behind Ukraine and giving support to your country, because we all know that the destiny of this country is the destiny of Europe. So that's the reason why we are here, trying to figure out what we can do. And nobody should doubt on our support for Ukraine. And this is what we are firmly standing behind. And the outcome is open. I'm skeptical about some of the details which we are seeing in the documents coming from the U.S. side, but we have to talk about that. That's why we are here".

Kateryna Lisunova

373,089 views • 9 months ago

🚨🚨🚨 Dutch Cancer Researcher and Erasmus Medical Centre Assc Prof Maarten Fornerod discusses DNA contamination in COVID Vaccines. ---------------------------- ...for last 35 years or so I've been working uh in the areas of molecular biology, gene expression, biology, cancer biology and recently in the last years, maybe last 10 years in the context of big data and computational biology... ...when we use genetic vaccines what we do essentially is we're making a complex intervention in a very complex system. It's impossible to predict what happens if you combine these two complex systems, and you get unpredictable effects. .. And the only way to go about this is to do genotoxic research, when you want to introduce a genetic medicine into a human being and that genetotic research has to be independent, it has to be double blind, has to be long lasting. AND ALL THESE HAVE NOT BEEN DONE WITH THE GENETIC CORONA VACCINES! if there's a vaccine, there's a little bit of DNA in there upon injection that is very, very rapidly degraded by the human body. However if it's protected and in a lipid nanoarticle it can very efficiently be transduced in the cell... I've been doing this this many, many times. This is called lipofection and it's a very efficient way to introduce DNA into a cell. ...Many people think that this is not possible. But I've been working in nuclear transport for many years, I think more than 10 years. So I've been exposed to a lot of molecular cell biology of nuclear cytoplasmic transport. And it's clear that the DNA can enter the nucleus. Now to make things worse, the mRNA vaccine doesn't stay in the arm but it's detected in , in all different organs including the reproductive system. And so partly this is based on animal models, of course we know from Michael Morz that he has detected uh the spike protein in brain, in the heart and it's for sure it's detected in the blood and even in breast milk. ..So there's NO DOUBT that this mRNA vaccine spreads widely in the human body. ..Now from a genetic point of view, there are possible consequences uh of this and the consequences could be a 1. long term disruption of cellular processes that could lead to disease. 2. there's a risk of insertional mutageenesis in somatic cells that can lead to cancer. 3. the insertion mutogenesis takes place in a germ cell which would be a hereditary burden uh on the human population. 4. And you could also think that these um DNAs, could transfect the microbiome and it could possibly lead to bacterial resistance. So these are all possible..the consequences of these genetic vaccines in my view, the shortcomings in this rollout of these vaccines were there was no genotoxic research performed at all. There was no safety studies, on carcinogenic potential of these vaccines. My personal opinion is that it's now not a question of whether, it will integrate in recipient's DNA, but how often it occurs... It's just a numbers game. If you do this in many cells, many persons it will no doubt integrate in cells in human recipients. So the question does it affect the human genome? I would say it probably, I think it most certainly does. And you see Kevin McKernan here and he represented ah a preliminary data where he detected a possible Pfizer DNA in colon cancer biopsy one year after vaccination.

🚨🚨🚨 Dutch Cancer Researcher and Erasmus Medical Centre Assc Prof Maarten Fornerod discusses DNA contamination in COVID Vaccines. ---------------------------- ...for last 35 years or so I've been working uh in the areas of molecular biology, gene expression, biology, cancer biology and recently in the last years, maybe last 10 years in the context of big data and computational biology... ...when we use genetic vaccines what we do essentially is we're making a complex intervention in a very complex system. It's impossible to predict what happens if you combine these two complex systems, and you get unpredictable effects. .. And the only way to go about this is to do genotoxic research, when you want to introduce a genetic medicine into a human being and that genetotic research has to be independent, it has to be double blind, has to be long lasting. AND ALL THESE HAVE NOT BEEN DONE WITH THE GENETIC CORONA VACCINES! if there's a vaccine, there's a little bit of DNA in there upon injection that is very, very rapidly degraded by the human body. However if it's protected and in a lipid nanoarticle it can very efficiently be transduced in the cell... I've been doing this this many, many times. This is called lipofection and it's a very efficient way to introduce DNA into a cell. ...Many people think that this is not possible. But I've been working in nuclear transport for many years, I think more than 10 years. So I've been exposed to a lot of molecular cell biology of nuclear cytoplasmic transport. And it's clear that the DNA can enter the nucleus. Now to make things worse, the mRNA vaccine doesn't stay in the arm but it's detected in , in all different organs including the reproductive system. And so partly this is based on animal models, of course we know from Michael Morz that he has detected uh the spike protein in brain, in the heart and it's for sure it's detected in the blood and even in breast milk. ..So there's NO DOUBT that this mRNA vaccine spreads widely in the human body. ..Now from a genetic point of view, there are possible consequences uh of this and the consequences could be a 1. long term disruption of cellular processes that could lead to disease. 2. there's a risk of insertional mutageenesis in somatic cells that can lead to cancer. 3. the insertion mutogenesis takes place in a germ cell which would be a hereditary burden uh on the human population. 4. And you could also think that these um DNAs, could transfect the microbiome and it could possibly lead to bacterial resistance. So these are all possible..the consequences of these genetic vaccines in my view, the shortcomings in this rollout of these vaccines were there was no genotoxic research performed at all. There was no safety studies, on carcinogenic potential of these vaccines. My personal opinion is that it's now not a question of whether, it will integrate in recipient's DNA, but how often it occurs... It's just a numbers game. If you do this in many cells, many persons it will no doubt integrate in cells in human recipients. So the question does it affect the human genome? I would say it probably, I think it most certainly does. And you see Kevin McKernan here and he represented ah a preliminary data where he detected a possible Pfizer DNA in colon cancer biopsy one year after vaccination.

aussie17

126,273 views • 1 year ago

In NEW Tony Robbins interview, Ray Kurzweil admits that AI will be integrated and merged into the Human body with microchips and nanobots in the bloodstream. A biological merger of human beings with AI. This is the mark. Hardware that will be connected to the software MRNA they injected in 2020 into Billions. That was the Real Agenda. It’s wide in the open just like the Gates of Hell. The American people are fools for NOT understanding what is coming. Do not comply! AI is the alien invasion and the biological merger of man and machine into an alien hybrid. Watch FULL interview and See for yourself !

In NEW Tony Robbins interview, Ray Kurzweil admits that AI will be integrated and merged into the Human body with microchips and nanobots in the bloodstream. A biological merger of human beings with AI. This is the mark. Hardware that will be connected to the software MRNA they injected in 2020 into Billions. That was the Real Agenda. It’s wide in the open just like the Gates of Hell. The American people are fools for NOT understanding what is coming. Do not comply! AI is the alien invasion and the biological merger of man and machine into an alien hybrid. Watch FULL interview and See for yourself !

Christopher Greene 😎🏝🚀⛵️

14,641 views • 3 months ago

Sam Altman in a new interview says Orbital Data Centers are not going to matter at scale this decade: “I honestly think the idea, with the current landscape of putting data centers in space is ridiculous. If you do the very rough math of launch costs relative to the cost of power on earth and to say nothing how you are going to fix a broken GPU in space— they do break a lot unfortunately— we are not there yet. There will be a time, space is great for a lot of things, Orbital Data Centers are not something that is going to matter at scale this decade.” This clip isn’t going to age well for Sam.

Sam Altman in a new interview says Orbital Data Centers are not going to matter at scale this decade: “I honestly think the idea, with the current landscape of putting data centers in space is ridiculous. If you do the very rough math of launch costs relative to the cost of power on earth and to say nothing how you are going to fix a broken GPU in space— they do break a lot unfortunately— we are not there yet. There will be a time, space is great for a lot of things, Orbital Data Centers are not something that is going to matter at scale this decade.” This clip isn’t going to age well for Sam.

Nic Cruz Patane

72,344 views • 7 months ago

The Niceaunties AI Video Grant At Fellowship, we believe in creating an environment for experimentation and the development of ideas. That is why, when niceaunties proposed a grant program for mentorship and the creation of AI videos, we immediately said yes. The program will help support six artists, to create a Solo Show for the Fellowship Daily program. The commitment is to produce 8 new videos based on a theme proposed by Niceaunties. This will be an open call for all the Daily Artists and the AI video community at large. Everyone is welcome to reply/submit a video for consideration. Each grantee will receive a total of 2ETH provided by Niceaunties and Fellowship, as well as mentorship from Niceaunties and alejandro cartagena. We encourage artists applying to consider this grant as a space of critical feedback and of experimentation. Artists are encouraged to be open to new ideas and to explore alternative ways of how to think of their practice. These funds and curatorial support are there to open up time for the creators to engage and create a space ideal for critical feedback. We believe that developing an artistic voice comes from experimentation and confrontation of ideas. All 8 pieces produced during the month will be auctioned on the daily . xyz site as a one-day Solo Show. All proceeds of the sales will go to the artists. We are looking for creators who want to expand their ideas and take their art to the next level. We thank Niceaunties for their passion and commitment to AI art and the art community. This is the open call post. Please follow, retweet and reply/submit a video for consideration. You have until Friday the 5th of July to submit the work. 📅 The theme for this month is CONNECTIONS. Good luck everyone!

The Niceaunties AI Video Grant At Fellowship, we believe in creating an environment for experimentation and the development of ideas. That is why, when niceaunties proposed a grant program for mentorship and the creation of AI videos, we immediately said yes. The program will help support six artists, to create a Solo Show for the Fellowship Daily program. The commitment is to produce 8 new videos based on a theme proposed by Niceaunties. This will be an open call for all the Daily Artists and the AI video community at large. Everyone is welcome to reply/submit a video for consideration. Each grantee will receive a total of 2ETH provided by Niceaunties and Fellowship, as well as mentorship from Niceaunties and alejandro cartagena. We encourage artists applying to consider this grant as a space of critical feedback and of experimentation. Artists are encouraged to be open to new ideas and to explore alternative ways of how to think of their practice. These funds and curatorial support are there to open up time for the creators to engage and create a space ideal for critical feedback. We believe that developing an artistic voice comes from experimentation and confrontation of ideas. All 8 pieces produced during the month will be auctioned on the daily . xyz site as a one-day Solo Show. All proceeds of the sales will go to the artists. We are looking for creators who want to expand their ideas and take their art to the next level. We thank Niceaunties for their passion and commitment to AI art and the art community. This is the open call post. Please follow, retweet and reply/submit a video for consideration. You have until Friday the 5th of July to submit the work. 📅 The theme for this month is CONNECTIONS. Good luck everyone!

The Daily Program

18,353 views • 2 years ago