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TLDR; "Artificial life" is a misnomer for efforts like this which are simply play on cellular autometa type variations. This phrase is extensively used by biologist to constructing actual living physical cells using non-living material. This paper is not about that and I hope folks stop calling this "artificial life".

Important bit:

Life can be defined as the capabilities of self-organizing (morphogenesis), selfregulating (homeostasis), self-directing (motility), self-replicating (reproduction), entropy reduction (metabolism), growth (development), response to stimuli (sensitivity), response to environment (adaptability), and evolving through mutation and selection (evolvability). Lenia, the subject of this paper, is able to achieve many of them, except self-replication that is yet to be discovered.

Above definition wouldn't be agreed upon by many biologist because the entire concept of environment that is as complex as universe is missing. It's easy to create something that can "thrive" in 2D grids with bunch of simple rules but quite another thing that can thrive in a computer called universe which is simulating 10^80 atoms at once where all quantum and space-time rules aren't even known to us.



However you would prefer the term be defined and used, for decades, people have used the term "artificial life" to include cellular automata.

Sources:

https://en.wikipedia.org/wiki/Artificial_life

https://en.wikipedia.org/wiki/History_of_artificial_life


Further, the study of how life arises has to start somewhere very simple, like drastically simple/simplified 2D rule systems.


Too late. The term has been co-opted. There are Artifical Life conferences that have been running for more than 15 years now. http://2018.alife.org/accepted-papers-oral/


Confusingly, biologists use the term "artificial life" to talk about both digital and chemical new-life experiments. Compare Richard Lenskis AVIDA platform: https://en.wikipedia.org/wiki/Avida




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