Have you heard Evo, the Chat GPT for genomes?

The Evo AI is the tool that allows genome research using AI. Access to CRISPR gives a large language model. The ability to analyze viruses. And bacteria, and other cell groups. Including human cells. The Evo can find many things that were not possible before. The AI that runs on the morphing neural network is the tool that can make DNA analysis very fast. The DNA involves linear data structure. The DNA involves data that is stored in four bases. (A, T, C, and G, for adenine, thymine, cytosine, and guanine). 

The system can cut the genetic code into pieces. Every part of the morphing neural network can take a small part of the DNA. And that the non-centralized processing model makes it possible to find differences and similarities in the DNA very effectively.  That is one of the most interesting structures in the world. 

The DNA can be used to analyze and find genetic structures that cause hereditary diseases. The DNA analyzer can also analyze the bacteria and viruses' DNA. That can help to find the weak points in their genomes. It can also help to find how some viruses and bacteria can cheat immune defense at the beginning of infection. 

The DNA can turn viruses into the next-generation data storage and transporter. The AI-based operating systems with access to nanotechnology make it possible to transform the DNA into bar codes. Bar codes that are in extremely long tapes can store very large-scale information. 

"Evo, a 7-billion-parameter genomic foundation model, learns biological complexity from individual nucleotides to whole genomes."(Science.org, Sequence modeling and design from molecular to genome scale with Evo)

Trained on 2.7 million raw prokaryotic and phage genome sequences, Evo is naturally multimodal, enabling the codesign of DNA, RNA, and protein molecules that form higher-order functional systems. Evo is also inherently multiscale, enabling prediction and generation tasks at the level of molecules, systems, and genomes." (Science.org,Sequence modeling and design from molecular to genome scale with Evo)

The bar codes that written on paper tape are a very safe way to store information. The system can read that data to the computer using the optical camera. And when that bar code is read the system can burn it. That kind of optically read data storage can offer secured data transportation. By using some acid that destroys the paper. If wrong people will handle that USB. 

However, the AI cannot read the DNA itself. It requires access to some automatized laboratories. The ability to see the base pairs makes the DNA an excellent data storage. The simplest way is to use the DNA bites. There can be empty sequences without base pairs. In this system, two base pairs in a certain distance can mean zero. 

And the three base pairs can mean one. The distance between those base pairs can help the system to separate bits. In that case, the AI or computer can use a regular microscope and camera to detect the binary code. That is stored in the DNA. The DNA can form the small-size bar codes. 

The DNA that stores information is the thing that can make the chemical qubits possible. Each acid can be the one part of the qubit. The length of the DNA is unlimited. And that makes it possible to transport data in the tubes using the DNA. The spectrometer can separate those base molecules from each other. That helps to make the analyzation process more effective and faster than the optical camera. 

https://github.com/evo-design/evo?tab=readme-ov-file

https://www.quantamagazine.org/the-poetry-fan-who-taught-an-llm-to-read-and-write-dna-20250205/

https://www.science.org/doi/10.1126/science.ado9336