Copy of the article because I don’t respect Microsoft: With finite natural resources and a growing demand for food, the world must find ways to overcome this challenge. One proposal comes from a Brazilian startup that will produce milk proteins without the need for cows. Founded in 2023, Future Cow wants to transform the dairy market by using precision fermentation, a process that combines high technology, sustainability, and production efficiency. "Our mission is to make milk without a cow," summarizes Leonardo Vieira, the company's co-founder and CEO. "Precision fermentation is a technology similar to that used in the production of beer or wine." The entrepreneur explains that the technology involves identifying the genetic sequence in the animal's DNA that provides instructions for producing the milk protein. The sequence is then copied and encoded in a host, which can be a fungus, yeast, or bacterium. The host then multiplies in a fermentation tank with a calorie source for nutrition. The result is a liquid that—after being filtered and dried—is transformed into the initially programmed milk proteins. "These proteins serve as ingredients for the food and dairy industry, which can recombine the product to create various derivatives," he explains. The foodtech will use yeast as hosts to initially produce casein and whey protein, two of the main proteins found in milk. Casein is widely used in cheese and yogurt production, while whey is rich in protein and highly valued in the food supplement market. There are also other proteins in milk, each with specific applications. "One of them is lactoferrin, which is extremely difficult to produce using traditional methods," says Vieira. "It takes 10,000 liters of milk to obtain just one kilo of this ingredient." #From the laboratory to the market Future Cow began operating in the Supera Technology Park in Ribeirão Preto, São Paulo state. There, it produced the first grams of milk protein using precision fermentation. It was then selected to take part in the DeepTech Acceleration Program (PACE) of the Brazilian Center for Research in Energy and Materials (CNPEM) in Campinas. It is now testing the scaling of the process, which is a critical stage for biotech companies. "Ninety-five percent of biotechs fail when they leave a bench environment and go to a pilot plant or other relevant environment," recalls Vieira. "We're very optimistic that with the support of the CNPEM and the available infrastructure, we'll achieve the scale-up we need for the next stage." The startup does not intend to replace animal milk entirely; rather, it wants to create complementary solutions for the industry. "When precision fermentation began, it was all very black or white: the product was either animal or it wasn't animal. Now, we see more hybrid models," Vieira observes. According to Vieira, executives from large dairies claim to already purchase all the available milk on the market. "They can't increase production by 20% or 30% with just the traditional raw material," he says. "If they can mix our ingredient with the animal product to create a hybrid product and increase the scale, it'll be a significant gain," he says. Another relevant aspect is the decarbonization agenda of large companies. "Even if precision fermentation doesn't fully replace animal milk, a 10% or 20% reduction in the carbon footprint of large corporations in the food sector would already represent a considerable environmental impact," Vieira continues. #Brazilian potential The sector for alternative proteins produced by precision fermentation is still in its early stages, but startups specializing in the segment are already emerging around the world. "Each one follows a different technological route. There's variation in the type of host [fungus, yeast, or bacteria] and in the target proteins," says Vieira. The entrepreneur points out that Brazil is in a privileged strategic position to lead the global market. "Brazil is the only country in the world that has an abundance of water, sugar, and renewable energy, which are the three essential inputs for fermentation. It's a unique opportunity for the country," he points out. "With these characteristics, Brazil can take the lead in a strategic industry for the future of global food." Future Cow's technical and economic analyses show that producing milk proteins on a 300,000-liter scale will be less expensive than traditional production methods. He points out that when precision fermentation reaches an industrial scale with lower costs, it will disrupt the market: "If Brazil only focuses on traditional agriculture at that point, we'll be left behind." The researcher cites New Zealand as an example. The country has characteristics similar to Brazil's, and a significant portion of its gross domestic product (GDP) comes from milk exports. "They've already realized that the sector is going to change and are moving to avoid being left behind," he comments. "I've been trying to alert the Brazilian government authorities to this potential." #Future prospects Future Cow already has a functional strain and is now looking to increase production yields. "The more the strain produces, the more the unit price falls. So we're optimizing the fermentation processes," Vieira asserts. The expectation is that the product will be ready and available for sale by the end of 2026. Since the product is an ingredient, the company will not sell directly to the end consumer, but rather will act as a supplier to the food industry. This approach could facilitate the startup's entry into the market. Vieira explains, "As an ingredient, our product can be incorporated into existing products without facing a high entry barrier." The startup will initially market the proteins it has already developed before expanding to other varieties. "Only after the first commercialization will we develop other proteins," says the entrepreneur. The company is preparing to take part in VivaTech, an innovation fair that will be held in Paris, France, in June. "The technology already exists in other countries and at VivaTech we'll be able to show that Brazil has it too," says Vieira. "We can win over investors who realize that we can manufacture in Brazil and export to other locations. This kind of exposure abroad is uncommon for Brazilian companies." At the meeting, Future Cow aims to connect with the innovation ecosystem, raise awareness of the development of the technology in Brazil, and attract potential corporate partners. "We want to demonstrate that we're developing alternative proteins and, with this, attract multinationals from the dairy sector to be our clients." #Scientific entrepreneurship One aspect that Vieira highlights is the combination of skills at Future Cow. While he brings experience in business and entrepreneurship, his partner, Rosana Goldbeck, has a Ph.D. in food engineering from the State University of Campinas (UNICAMP) and has already studied meat cultivation in Brazil. He says, "This mix is an important differentiator, as it brings together someone who understands business and someone who understands the technology." According to Vieira, this is one of the main barriers preventing more innovations from Brazilian universities from becoming commercial products: "Brazil produces a lot of science, has many scientific articles, but most of them don't become businesses," he laments. "There need to be more connections between the academic environment and entrepreneurship in Brazil." Provided by FAPESP

The important thing is that the doomsday device runs Linux

Right? The surprise would be if they weren't doing that.

What? No, the framework 12 is the thing the had before the 13 one. Nowadays, they call that model always 13 it seems. I think you're confusing something, I've got mine since a few years now.

I read the article. This is what the “debate” is: Experts: This is objectively horrible, and does not replace human interaction, and is probably harmful. Meta: This is awesome and therapeutic. Now give us monies!

Same on all counts.

i can this for essay writing, prior to AI people would use prompts and templates of the same exact subject and work from there. and we hear the ODD situation where someone hired another person to do all the writing for them all the way to grad school( this is just as bad as chatgpt) you will get caught in grad school or during your job interview. might be different for specific questions in stem where the answer is more abstract,