Alan R. Izarraras Gómez

About Me

Hi, I'm Alan. I currently do research in the field of computational population genetics. Evolution and defining life in the broadest sense are my biggest obsessions. My blog focuses on developing new evolutionary theory by taking seriously an idea sometimes reffered to as Universal Darwinism .

I consider myself a mystic; I am constantly trying to reconcile broader ordering paradigms with current descriptions of reality in search for more robust and explicative models. It turns out this a rare profile to have in academic science which is why I need an outlet like this to share less othordox ideas.

I despise complexity and think hard to make things simple. My philosophy is that all things are determined and that the words "random" and "complex" are not informative descriptions of systems but rather words that are used when encountering knowledge gaps.

Blog Posts

Intuitions for a New Evolutionary Theory
Intuitions for a New Evolutionary Theory
2026
When abiogenesis is brushed off as a huge probabilistic coincidence we discard the more interesting possibility that selection not only acts on living things with a genome, but rather that it is a prevalent universal force that drives systems towards complexity.
Does biology compute? Specialization and adaptability in biology
Does biology compute? Specialization and adaptability in biology
2025
Here I dicuss how evolution might be exploiting a kind of computation that differs from Turing machines. Understanding how biology computes or finds new functions is critical to establishing how evolution achieves adaptation.
The agentic interpretation of biological fitness
The agentic interpretation of biological fitness
2025
A learning-centric view of evolution requieres us to reframe the concept of natural selection. Anchoring selection on learning enables us to construct better descriptions and predictions of what evoluton enables.
The pathway towards living machines
The pathway towards living machines
2025
Life can be viewed as branchings of Matryoshkas that play with novelty in order to produce technology. At this moment we serve as the evolutionary pressure of AI systems and are molding them to our desires. In 20XX AI systems will solve the technical details of being sel-implemented in Earth and introduce themselves as independent life forms.
The curious gene
The curious gene
2024
In the selfish gene, Richard Dawkins describes genetic material as possesing a hard coded motivation for survival. This is not only wrong but overlooks an important property; that life is technology generating which I describe as a universal learning algorithm.
Evolution is a learning algorithm
Evolution is a learning algorithm
2024
If we are a result of life, which is actually an evolutionary algorithm to make sense of reality, how far does this process go? Where is life taking us?
A minimal model of experience and agents
A minimal model of experience and agents
2024
Reality is made out of experience and a first agent able to observe this experience. When an agent observes, it is essentially differentiating a slice of experience, which results in new objects. Objects are themselves agents but are simultaneously something new to be experienced.
Experience and information
Experience and information
2024
We try to put into logic what can only be grasped through experience. If it is the case that we live in an eternal substrate of consciousness, then language is the wrong framework and instead sense ought to be derived from qualia.
An imagination of true-randomness
An imagination of true-randomness
2024
This is how I would implement true-randomness had I access to writting the laws of the universe.

Art

Academic

Izarraras-Gomez, Alan, and Diego Ortega-Del Vecchyo. 2023. “Ancient DNA Uncovers Past Migrations in California.” Nature 624 (7990): 43–44. https://doi.org/10.1038/d41586-023-03503-7

Villa-Islas, Viridiana, Alan Izarraras-Gomez, Maximilian Larena, Elizabeth Mejía Perez Campos, Marcela Sandoval-Velasco, Juan Esteban Rodríguez-Rodríguez, Miriam Bravo-Lopez, et al. 2023. “Demographic History and Genetic Structure in Pre-Hispanic Central Mexico.” Science 380 (6645): eadd6142. DOI: 10.1126/science.add614

Sohail, Mashaal, Alan Izarraras-Gomez, and Diego Ortega-Del Vecchyo. 2021. “Populations, Traits, and Their Spatial Structure in Humans.” Genome Biology and Evolution 13 (12): evab272. https://doi.org/10.1093/gbe/evab272

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