Genome Language Models and Generative AI

Adrian is a molecular biologist and co-founder and CEO of Genyro, a synthetic biology company. He has published 2 previous books on life science (Life Without Genes and An Intelligent Person’s Guide to Genetics). In this conversation we discussed his new book, cover below and the title of this post.

ABI. As Adrian puts it, a monumental shift, a second genesis, the “artivolution,” ability to use a molecular Gutenberg press, it’s post-Darwinian.

I made an infographic about the book and our conversation with NotebookLM

The expansion of genome sequences beyond “Fred’s library” (referring to Fred Sanger, father of genome sequencing, little green box)

We talked about the jump from DNA reading to editing and now writing genomes, with the potential of the latter for both good and harm. I disagreed with Adrian about the bright prospects for curing diseases, but there are many possibilities for positive impact, such as intervening vs the climate crisis and sustainability.

We also discussed the large language of life models (LLLMs) and by coincidence my colleagues and I just published a review of these in this Nature Biotechnology (←free access is hyperlinked).

“It should be possible to meet most of humanity’s needs through biologically inspired designs—to solve many global problems, revolutionize health care, extend human lifespan, and create other organisms to order.”—Adrian Woolfson

If you are into life science, I think you’ll find Adrian’s book thoughtful and provocative, even if you don’t agree with some of his optimism like a disease-free organism.

The topic connects with digital biology, a theme that is approached in many editions of Ground Truths, such as this one with Patrick Hsu

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