Part 1 — A Rigorous Mathematical Exposition on N-Dimensional Genomic Grammar vs One-Dimensional Linguistic Grammar
<p>People ask why can’t we just point an LLM architecture to a DNA sequence and just decode the language of life! Just like how we did for human languages. Well the challenge is that, the language of life is far more complex than human language with n-dimensional grammar. Current LLMs are NOT built for that. Hence <a href="https://cognit.ai/" rel="noopener ugc nofollow" target="_blank">Cognit.AI</a> is crafting a foundational model called the “Large Genomic Model” from ground up.</p>
<p>But, this is NOT a story of how we employ artificial intelligence to solve for this n-dimensional language in genomics. This is a story of the governing representations in mathematics.</p>
<p><a href="https://medium.com/mathematical-musings/a-rigorous-mathematical-exposition-on-n-dimensional-genomic-grammar-vs-one-dimensional-linguistic-588543bda415"><strong>Learn More</strong></a></p>