{"id":574112,"date":"2023-11-28T09:36:56","date_gmt":"2023-11-28T14:36:56","guid":{"rendered":"https:\/\/www.rochester.edu\/newscenter\/?p=574112"},"modified":"2026-03-08T14:41:27","modified_gmt":"2026-03-08T18:41:27","slug":"semantic-information-theory-living-systems-574112","status":"publish","type":"post","link":"https:\/\/www.rochester.edu\/newscenter\/semantic-information-theory-living-systems-574112\/","title":{"rendered":"How do living things use meaningful information to survive?"},"content":{"rendered":"

Researchers have applied the theory of semantic information to a realistic model capturing attributes of living systems\u2014and found the critical point where information matters for survival.<\/h2>\n

Living systems\u2014unlike non-living or inanimate objects\u2014use information about their surrounding environment to survive. But not all information from the environment is meaningful or relevant for survival. The subset of information that is meaningful, and perhaps necessary for being alive, is called semantic information.<\/p>\n

In a new paper published in PRX Life<\/em><\/a>, University of Rochester<\/a> physicists and their coauthors have, for the first time, applied this theory of semantic information to a well-known model of living systems in biology and ecology: an organism or agent foraging for resources.<\/p>\n

Using a mathematical model, the researchers simulated how a foraging agent moves in an environment and collects information about resources. The simulations revealed what the researchers have called a semantic threshold: the critical point where information matters for the agent\u2019s survival. Above this threshold, removing some information doesn’t affect survival, but below it, every bit of information is crucial.<\/p>\n

By quantifying the correlations or connections between an agent and its environment, the researchers are helping to reveal the role of information in that agent\u2019s ability to maintain its own existence.<\/p>\n

Correlations as connections<\/strong><\/h3>\n

Imagine a bird in its forest. It knows where to find the food it has stored to nourish itself. Say you move that bird 100 feet to a different part of the forest. \u201cBy doing so, you\u2019ve cut some of the bird\u2019s correlations or connections with its environment, but there are still enough correlations that it doesn\u2019t affect viability, or the ability of the bird to survive,\u201d explains Damian Sowinski<\/a>, the lead author of the paper and a postdoctoral associate in the Department of Physics and Astronomy<\/a> at Rochester.<\/p>\n

Now, move the bird 1,000 feet away\u2014or, more drastically, 1,000 miles away.<\/p>\n

\u201cEventually, the bird is not going to know anything about its environment\u2014all of the connections are cut. The viability of the bird goes from not really being affected to all of a sudden starting to plummet,\u201d says Sowinski.<\/p>\n

By contrast, moving a non-living thing like a pebble 100 feet, 1,000 feet, or even 1,000 miles away doesn\u2019t fundamentally change the connections between the environment and the pebble. That\u2019s because the pebble isn\u2019t harnessing any information\u2014relevant or irrelevant\u2014about its surroundings to maintain or reproduce itself.<\/p>\n

\u201cOne of the most basic things that life does is consume resources while navigating in space,\u201d says coauthor Gourab Ghoshal<\/a>, a professor of physics at Rochester. \u201cThese new findings indicate that our way of thinking\u2014the idea that there is relevant and irrelevant information for survival\u2014shows promise when applied in a simple resource-foraging model. The big question now is, will our way of thinking still apply with increasingly complex models?\u201d<\/p>\n

\"Scissors
LIFE FINDS A WAY:<\/strong> The viability of a forager depends on its ability to assess its environment and extract meaningful information about the locations of resources. Measuring how much viability each bit of information confers is done by slowly cutting the transfer entropy from the environment to the forager and then observing the resulting change in the forager’s average lifetime. (Illustration by Damian Sowinski)<\/figcaption><\/figure>\n

From particles to people: How does agency emerge?<\/strong><\/h3>\n

Agency means acting with a purpose, or responding to the environment in a non-random way. That requires making meaningful connections with the environment\u2014interacting, reacting, and then deliberately acting in ways that are self-maintaining and self-producing.<\/p>\n

So, when and how does agency\u2014in an individual, in a group, or in a system\u2014emerge?<\/p>\n

\u201cThat\u2019s a deep philosophical question,\u201d says coauthor Adam Frank<\/a>, the Helen F. and Fred H. Gowen Professor in the Department of Physics and Astronomy. \u201cThe whole point of advances in science is to take questions that used to be the domain of philosophical speculation and find a way to talk about them quantitatively. This paper does that in a mathematically rigorous way.\u201d<\/p>\n

Such a broadly applicable mathematical definition of semantic information could offer new insights across the disciplines\u2014from biology to cognitive science, philosophy to physics\u2014into how living and non-living systems are related. That\u2019s one reason why the John Templeton Foundation<\/a>, a philanthropic organization that funds academic scholarship on critical topics crossing disciplinary, religious, and geographical boundaries, has supported the team\u2019s research.<\/p>\n

\u201cBy using this language of information theory, we\u2019re creating a bridge between the mechanistic narratives in the physical sciences and the more informational or behavioral narratives used in the life sciences,\u201d says Sowinski.<\/p>\n

He, like his colleagues, is energized to continue the team\u2019s line of inquiry into the fundamental mystery of life. As Sowinski puts it, \u201cOur work is a promising first step to answering a bigger question: What in the world causes a lifeless rock full of pebbles to eventually be covered with purposeful entities that are interacting meaningfully with one another and their environment?\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"

A team from the Department of Physics and Astronomy has applied the theory of semantic information to a realistic model capturing attributes of living systems\u2014and found the critical point where information matters for survival. <\/p>\n","protected":false},"author":372,"featured_media":574152,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[116],"tags":[16792,18662,29502,36412,18572,16072],"class_list":["post-574112","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sci-tech","tag-adam-frank","tag-department-of-physics-and-astronomy","tag-featured-post-side","tag-gourab-ghoshal","tag-research-finding","tag-school-of-arts-and-sciences"],"acf":[],"yoast_head":"\nHow do living things use meaningful information to survive?<\/title>\n<meta name=\"description\" content=\"Researchers have applied the theory of semantic information to find 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