The evolution of complexity and the transition to biochemical life
Praful Gagrani, David Baum

TL;DR
This paper models the emergence and evolution of long biochemical polymers, showing that under realistic conditions, systems tend to evolve towards more complex, longer polymers, providing insights into the origins of life.
Contribution
It introduces an abstract polymer model demonstrating how evolution favors longer, more complex polymers, and formalizes notions of complexity and evolution in chemical networks.
Findings
Longer polymers are more probable in the model.
Evolution favors increased complexity and length of polymers.
Criteria for open-ended and contingent evolution are formalized.
Abstract
While modern physics and biology satisfactorily explain the passage from the Big Bang to the formation of Earth and the first cells to present-day life, respectively, the origins of biochemical life still remain an open question. Since life, as we know it, requires extremely long genetic polymers, any answer to the question must explain how an evolving system of polymers of ever-increasing length could come about on a planet that otherwise consisted only of small molecular building blocks. In this work, we show that, under realistic constraints, an abstract polymer model can exhibit dynamics such that attractors in the polymer population space with a higher average polymer length are also more probable. We generalize from the model and formalize the notions of complexity and evolution for chemical reaction networks with multiple attractors. The complexity of a species is defined as the…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGenetics, Bioinformatics, and Biomedical Research · Origins and Evolution of Life
MethodsSparse Evolutionary Training
