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    Google Unveils A.I. for Predicting Behavior of Human Molecules

    The system, AlphaFold3, could accelerate efforts to understand the human body and fight disease.Artificial intelligence is giving machines the power to generate videos, write computer code and even carry on a conversation.It is also accelerating efforts to understand the human body and fight disease.On Wednesday, Google DeepMind, the tech giant’s central artificial intelligence lab, and Isomorphic Labs, a sister company, unveiled a more powerful version of AlphaFold, an artificial intelligence technology that helps scientists understand the behavior of the microscopic mechanisms that drive the cells in the human body.An early version of AlphaFold, released in 2020, solved a puzzle that had bedeviled scientists for more than 50 years. It was called “the protein folding problem.”Proteins are the microscopic molecules that drive the behavior of all living things. These molecules begin as strings of chemical compounds before twisting and folding into three-dimensional shapes that define how they interact with other microscopic mechanisms in the body.Biologists spent years or even decades trying to pinpoint the shape of individual proteins. Then AlphaFold came along. When a scientist fed this technology a string of amino acids that make up a protein, it could predict the three-dimensional shape within minutes.When DeepMind publicly released AlphaFold a year later, biologists began using it to accelerate drug discovery. Researchers at the University of California, San Francisco, used the technology as they worked to understand the coronavirus and prepare for similar pandemics. Others used it as they struggled to find remedies for malaria and Parkinson’s disease.The hope is that this kind of technology will significantly streamline the creation of new drugs and vaccines.A segment of a video from Google DeepMind demonstrating the new AlphaFold3 technology.Video by Google Deepmind“It tells us a lot more about how the machines of the cell interact,” said John Jumper, a Google DeepMind researcher. “It tells us how this should work and what happens when we get sick.”The new version of AlphaFold — AlphaFold3 — extends the technology beyond protein folding. In addition to predicting the shapes of proteins, it can predict the behavior of other microscopic biological mechanisms, including DNA, where the body stores genetic information, and RNA, which transfers information from DNA to proteins.“Biology is a dynamic system. You need to understand the interactions between different molecules and structures,” said Demis Hassabis, Google DeepMind’s chief executive and the founder of Isomorphic Labs, which Google also owns. “This is a step in that direction.”Demis Hassabis, Google DeepMind’s chief executive and the founder of Isomorphic Labs.Taylor Hill/Getty ImagesThe company is offering a website where scientists can use AlphaFold3. Other labs, most notably one at the University of Washington, offer similar technology. In a paper released on Tuesday in the scientific journal Nature, Dr. Jumper and his fellow researchers show that it achieves a level of accuracy well beyond the state of the art.The technology could “save months of experimental work and enable research that was previously impossible,” said Deniz Kavi, a co-founder and the chief executive of Tamarind Bio, a start-up that builds technology for accelerating drug discovery. “This represents tremendous promise.” More

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    Meet the Men Who Eat Meat

    With the help of Joe Rogan, a social media trend with staying power emerged from a 2018 book, “The Carnivore Diet.”“Girl dinner” this is not.In a social media trend that won’t stop, ravenous meat eaters, mostly men, show themselves chomping on rib-eye steaks, bacon and innards.In a recent online video, a popular TikTok user who posts as @carnivoreray unveiled a new snack recipe. After sliding sheet pans packed with fatty bacon strips into the oven, he melted two sticks of butter from grass-fed cows. Once the bacon was crisp, he poured the melted butter into the sheet pans. Then he popped the concoction into the freezer.The next morning, the influencer bit into the frozen treat while filming himself for his roughly 170,000 TikTok followers. “This tastes like candy,” he said. (The person behind the account did not reply to requests for comment.)The video belongs to an enduring social media genre quarterbacked largely by muscular fellows who claim that a meat-heavy diet is the key to mental and physical well-being.A stricter version of high-fat, low-carb regimens like the Atkins diet and keto, the carnivore diet consists of meat, seafood and eggs — period. While some add dairy and a little fruit to the mix, the strictest proponents adhere to what they call B.B.B.E — that is, beef, bacon, butter and eggs.TikTok and Instagram are awash in videos of these men (and some women) feasting on a petting zoo’s worth of meat products. Some boast about having not consumed a vegetable in months. They also claim health benefits including drastic weight loss and sharpened mental acuity. Some of the so-called “meatfluencers” forgo not only carbs but also dishware, eating straight from the cutting board.We are having trouble retrieving the article content.Please enable JavaScript in your browser settings.Thank you for your patience while we verify access. If you are in Reader mode please exit and log into your Times account, or subscribe for all of The Times.Thank you for your patience while we verify access.Already a subscriber? Log in.Want all of The Times? Subscribe. More