Irving Penn Gingko Leaves 1990 Dye-transfer Print The Lane Collection

This is actually really cool! This seems like actually one of the cool things that AI can help with. In comparison, last thing I heard about coding enzymes, they were reliant on gamers and puzzle thinkers to play a video game where they were the ones to try and figure out the best amino code that'll make a working protein (god bless those gamers and thinkers)

AI technology generates original proteins from scratch

Scientists have created an AI system capable of generating artificial enzymes from scratch.

In laboratory tests, some of these enzymes worked as well as those found in nature, even when their artificially generated amino acid sequences diverged significantly from any known natural protein.

The experiment demonstrates that natural language processing, although it was developed to read and write language text, can learn at least some of the underlying principles of biology. Salesforce Research developed the AI program, called ProGen, which uses next-token prediction to assemble amino acid sequences into artificial proteins.

Scientists said the new technology could become more powerful than directed evolution, the Nobel-prize winning protein design technology, and it will energize the 50-year-old field of protein engineering by speeding the development of new proteins that can be used for almost anything from therapeutics to degrading plastic.

“The artificial designs perform much better than designs that were inspired by the evolutionary process,” said James Fraser, Ph.D., professor of bioengineering and therapeutic sciences at the UCSF School of Pharmacy, and an author of the work, which was published Jan. 26, in Nature Biotechnology. A previous version of the paper has been available on the preprint server BiorXiv since July of 2021, where it garnered several dozen citations before being published in a peer-reviewed journal.

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heishin but shinichi’s trans this time

No context, just mr sheridan in a body suit.

and calart's reaction to it

One time a friend told me that if she wanted to have a chill night she would come to me and ask for tea and a book to read. I didn’t like tea at the time, but I always made sure my cupboards had them in case she needed a quiet night. One time I told my boss that I loved oranges, but couldn’t peel them because of my nails. For a year he made sure to peel me one at least once a week. Once my friends gave me a made up superlative of “most likely to have a pen they could borrow” and ever since I’ve made sure I always carry a pen with me. A long time ago, my high school librarian told me that no one would care what my grade in my sophomore chemistry class was if I’m bringing them doughnuts and asking them about their day.

making a newish line up of the bois while heavily referencing a kpop group photo

[ you meet god and she is mostly dead fish. ]

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