Renaissance of The Great Nuts

  How generative AI language models are unlocking the secrets of DNA Large language models (LLMs) learn from statistical associations between letters and words to predict what comes next in a sentence and are trained on large amounts of data. For instance, GPT-4, which is the LLM underlying the popular generative AI app ChatGPT, is trained on several petabytes (several million gigabytes) of text.  Biologists are leveraging the capability of these LLMs to shed new light on genetics by identifying statistical patterns in DNA sequences. DNA language models (also called genomic or nucleotide language models) are similarly trained on large numbers of DNA sequences. DNA as “the language of life” is an oft-repeated cliché. A genome is the entire set of DNA sequences that make up the genetic recipe for any organism. Unlike written languages, DNA has few letters: A, C, G, and T (representing the compounds adenine, cytosine, guanine, and thymine). As simple as this genomic language might seem, w

Limitations  

  The masterpiece Our artist, Mr. Yatipasalawa has mastered, well another masterpiece with his own hand to show in this blog which I thanks him a lot. You are probably lucky to see such beautiful paints with your eyes. So, enough talking, let's begin. Pastel drawings Mrs. Peacock Whoh! I think she controls those birds or may be she design or weave the peacock's wonderful set of quills or like that. Ya, I like the colour mixture there. The brave guy Well, I don't have any other name to call him. but the art is well, handsome in one hand. You know what I think? I just really want to know how he keeps his hair straight up like that. The little girl Rapunzel Don't blame me because I didn't have any other name people. Well she has a long hair and blue eyes like a kind of queen or some thing at her small age. But truly wondrous. White chocolate Oh my, it's so cute! Just like a piece of white chocolate. Hmm... I too like to have blue eyes and pink ears like that, unles