--- title: What If Intelligence Didn't Evolve? It "Was There" From... description: Intelligence and life may have been computational from the beginning, not products of gradual evolution. Through experiments with minimal Turing-complete... canonical: https://daily.dev/posts/what-if-intelligence-didn-t-evolve-it-was-there-from-the-start---blaise-ag-era-y-arcas-unish9fkp twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: What If Intelligence Didn't Evolve? It "Was There" From the Start! - Blaise Agüera y Arcas | daily.dev og:description: Intelligence and life may have been computational from the beginning, not products of gradual evolution. Through experiments with minimal Turing-complete... og:url: https://daily.dev/posts/what-if-intelligence-didn-t-evolve-it-was-there-from-the-start---blaise-ag-era-y-arcas-unish9fkp og:image: https://api.daily.dev/og/posts/uNiSH9fKp.png og:image:alt: What If Intelligence Didn't Evolve? It "Was There" From the Start! - Blaise Agüera y Arcas og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # What If Intelligence Didn't Evolve? It "Was There" From the Start! - Blaise Agüera y Arcas **[Machine Learning Street Talk](https://daily.dev/sources/ml_street_talk)** · 55 min read · 0 upvotes · 0 comments ## Summary Intelligence and life may have been computational from the beginning, not products of gradual evolution. Through experiments with minimal Turing-complete systems (BFF), researchers observed self-replicating programs emerging from random noise via symbiogenesis—the fusion of smaller replicators into larger ones. This process creates a phase transition from non-life to life, driven by dynamic kinetic stability rather than mutation. The work suggests symbiogenesis, not random mutation, is the primary engine of evolutionary novelty and complexification, with intelligence arising naturally from massively parallel computation in living systems. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Is Life a Form of Computation?](https://daily.dev/posts/is-life-a-form-of-computation--wdf7tcytj) · Hacker News · 0 upvotes · 0 comments - [\[2607.09211\] Co-evolution of self-replication and function in a digital primordial soup](https://daily.dev/posts/2607-09211-co-evolution-of-self-replication-and-function-in-a-digital-primordial-soup-ycn4g8gj9) · Hacker News · 1 upvotes · 0 comments - [GitHub - Rabrg/artificial-life: A simple \(300 lines of code\) reproduction of Computational Life: How Well-formed, Self-replicating Programs Emerge from Simple Interaction](https://daily.dev/posts/github---rabrg-artificial-life-a-simple-300-lines-of-code-reproduction-of-computational-life-how-a4zstuylj) · Hacker News · 4 upvotes · 0 comments --- [View this post on daily.dev](https://daily.dev/posts/what-if-intelligence-didn-t-evolve-it-was-there-from-the-start---blaise-ag-era-y-arcas-unish9fkp) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"What If Intelligence Didn't Evolve? 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