Introduction – Company Background

GuangXin Industrial Co., Ltd. is a specialized manufacturer dedicated to the development and production of high-quality insoles.

With a strong foundation in material science and footwear ergonomics, we serve as a trusted partner for global brands seeking reliable insole solutions that combine comfort, functionality, and design.

With years of experience in insole production and OEM/ODM services, GuangXin has successfully supported a wide range of clients across various industries—including sportswear, health & wellness, orthopedic care, and daily footwear.

From initial prototyping to mass production, we provide comprehensive support tailored to each client’s market and application needs.

At GuangXin, we are committed to quality, innovation, and sustainable development. Every insole we produce reflects our dedication to precision craftsmanship, forward-thinking design, and ESG-driven practices.

By integrating eco-friendly materials, clean production processes, and responsible sourcing, we help our partners meet both market demand and environmental goals.

Core Strengths in Insole Manufacturing

At GuangXin Industrial, our core strength lies in our deep expertise and versatility in insole and pillow manufacturing. We specialize in working with a wide range of materials, including PU (polyurethane), natural latex, and advanced graphene composites, to develop insoles and pillows that meet diverse performance, comfort, and health-support needs.

Whether it's cushioning, support, breathability, or antibacterial function, we tailor material selection to the exact requirements of each project-whether for foot wellness or ergonomic sleep products.

We provide end-to-end manufacturing capabilities under one roof—covering every stage from material sourcing and foaming, to precision molding, lamination, cutting, sewing, and strict quality control. This full-process control not only ensures product consistency and durability, but also allows for faster lead times and better customization flexibility.

With our flexible production capacity, we accommodate both small batch custom orders and high-volume mass production with equal efficiency. Whether you're a startup launching your first insole or pillow line, or a global brand scaling up to meet market demand, GuangXin is equipped to deliver reliable OEM/ODM solutions that grow with your business.

Customization & OEM/ODM Flexibility

GuangXin offers exceptional flexibility in customization and OEM/ODM services, empowering our partners to create insole products that truly align with their brand identity and target market. We develop insoles tailored to specific foot shapes, end-user needs, and regional market preferences, ensuring optimal fit and functionality.

Our team supports comprehensive branding solutions, including logo printing, custom packaging, and product integration support for marketing campaigns. Whether you're launching a new product line or upgrading an existing one, we help your vision come to life with attention to detail and consistent brand presentation.

With fast prototyping services and efficient lead times, GuangXin helps reduce your time-to-market and respond quickly to evolving trends or seasonal demands. From concept to final production, we offer agile support that keeps you ahead of the competition.

Quality Assurance & Certifications

Quality is at the heart of everything we do. GuangXin implements a rigorous quality control system at every stage of production—ensuring that each insole meets the highest standards of consistency, comfort, and durability.

We provide a variety of in-house and third-party testing options, including antibacterial performance, odor control, durability testing, and eco-safety verification, to meet the specific needs of our clients and markets.

Our products are fully compliant with international safety and environmental standards, such as REACH, RoHS, and other applicable export regulations. This ensures seamless entry into global markets while supporting your ESG and product safety commitments.

ESG-Oriented Sustainable Production

At GuangXin Industrial, we are committed to integrating ESG (Environmental, Social, and Governance) values into every step of our manufacturing process. We actively pursue eco-conscious practices by utilizing eco-friendly materials and adopting low-carbon production methods to reduce environmental impact.

To support circular economy goals, we offer recycled and upcycled material options, including innovative applications such as recycled glass and repurposed LCD panel glass. These materials are processed using advanced techniques to retain performance while reducing waste—contributing to a more sustainable supply chain.

We also work closely with our partners to support their ESG compliance and sustainability reporting needs, providing documentation, traceability, and material data upon request. Whether you're aiming to meet corporate sustainability targets or align with global green regulations, GuangXin is your trusted manufacturing ally in building a better, greener future.

Let’s Build Your Next Insole Success Together

Looking for a reliable insole manufacturing partner that understands customization, quality, and flexibility? GuangXin Industrial Co., Ltd. specializes in high-performance insole production, offering tailored solutions for brands across the globe. Whether you're launching a new insole collection or expanding your existing product line, we provide OEM/ODM services built around your unique design and performance goals.

From small-batch custom orders to full-scale mass production, our flexible insole manufacturing capabilities adapt to your business needs. With expertise in PU, latex, and graphene insole materials, we turn ideas into functional, comfortable, and market-ready insoles that deliver value.

Contact us today to discuss your next insole project. Let GuangXin help you create custom insoles that stand out, perform better, and reflect your brand’s commitment to comfort, quality, and sustainability.

🔗 Learn more or get in touch:
🌐 Website: https://www.deryou-tw.com/
📧 Email: shela.a9119@msa.hinet.net
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China ergonomic pillow OEM supplier

Are you looking for a trusted and experienced manufacturing partner that can bring your comfort-focused product ideas to life? GuangXin Industrial Co., Ltd. is your ideal OEM/ODM supplier, specializing in insole production, pillow manufacturing, and advanced graphene product design.

With decades of experience in insole OEM/ODM, we provide full-service manufacturing—from PU and latex to cutting-edge graphene-infused insoles—customized to meet your performance, support, and breathability requirements. Our production process is vertically integrated, covering everything from material sourcing and foaming to molding, cutting, and strict quality control.Insole ODM factory in Indonesia

Beyond insoles, GuangXin also offers pillow OEM/ODM services with a focus on ergonomic comfort and functional innovation. Whether you need memory foam, latex, or smart material integration for neck and sleep support, we deliver tailor-made solutions that reflect your brand’s values.

We are especially proud to lead the way in ESG-driven insole development. Through the use of recycled materials—such as repurposed LCD glass—and low-carbon production processes, we help our partners meet sustainability goals without compromising product quality. Our ESG insole solutions are designed not only for comfort but also for compliance with global environmental standards.Cushion insole OEM solution Indonesia

At GuangXin, we don’t just manufacture products—we create long-term value for your brand. Whether you're developing your first product line or scaling up globally, our flexible production capabilities and collaborative approach will help you go further, faster.Indonesia custom neck pillow ODM

📩 Contact us today to learn how our insole OEM, pillow ODM, and graphene product design services can elevate your product offering—while aligning with the sustainability expectations of modern consumers.Taiwan OEM factory for footwear and bedding

Yellowstone’s bison now form one large, genetically healthy interbreeding herd, according to new research from Texas A&M. This marks a major shift from earlier studies and will guide future conservation efforts. Originally made up of two distinct herds, researchers now believe the Yellowstone bison should be managed as a single, interbreeding population. Researchers from the Texas A&M College of Veterinary Medicine and Biomedical Sciences (VMBS) have found that the bison in Yellowstone National Park, the only continuously wild population of American bison in the United States, now form a single, interbreeding population, originating from multiple historic herds. Just two decades ago, population genetic studies indicated that Yellowstone bison maintained distinct breeding patterns and existed as two separate herds within the park. However, a recent study published in the Journal of Heredity reveals a shift in their breeding behavior. Based on these new findings, VMBS researchers recommend managing the Yellowstone bison as one unified, interbreeding herd. “This finding certainly has a direct impact on the long-term conservation and management of this iconic bison population,” said Dr. James Derr, a professor in the VMBS’ Department of Veterinary Pathobiology (VTPB). Bison in Yellowstone, like others across North America, experienced a severe population decline known as the “population bottleneck” of the 19th century. By the early 1900s, American bison numbers had dropped by 99.9%, with only 23 wild bison known to have survived in Yellowstone following extensive poaching. A Conservation Success Story “In one of the greatest wildlife conservation success stories of all time, a small number of domestic bison from western Montana and the Texas Panhandle were introduced in 1902 to existing animals in Yellowstone in the hopes that they would create a stable and thriving population in the world’s first national park,” Derr said. Today, Texas A&M researchers report that the Yellowstone bison population functions as a single, genetically healthy group, with numbers typically ranging between 4,000 and 6,000 individuals. “There has long been a debate among conservationists about how to best manage genetic diversity in Yellowstone bison,” said Dr. Sam Stroupe, a VTPB postdoctoral researcher. “To get a clearer picture, we examined samples from the two major summer breeding groups and two major winter ranges,” he said. “These are where we would expect to see examples of genetic difference and overlap; however, Yellowstone bison today are clearly one interbreeding herd.” With the completion of this study, management decisions can be based on accurate information about the breeding structure and overall genetic health of the population to ensure the long-term stability of this iconic bison herd. The researchers hope that this new information will prove useful to Yellowstone’s bison conservation experts as they continue to manage and monitor this flagship population of the U.S. national mammal. Reference: “Genetic reassessment of population subdivision in Yellowstone National Park bison” by Sam Stroupe, Chris Geremia, Rick L Wallen, P J White and James N Derr, 13 September 2024, Journal of Heredity. DOI: 10.1093/jhered/esae050 The study was funded by the National Park Service and the Houston Safari Club Foundation.

Orange Monarch Butterfly A Spartan-led research team has uncovered an answer — at least for the most recent population decline — with a huge assist from volunteers. Michigan State University ecologists led an international research partnership of professional and volunteer scientists to reveal new insights into what’s driving the already-dwindling population of eastern monarch butterflies even lower. Between 2004 and 2018, the changing climate at the monarch’s spring and summer breeding grounds has had the most significant impact on this declining population. In fact, the effects of climate change have been nearly seven times more significant than other contributors, such as habitat loss. The team published its report today (July 19, 2021) in the journal Nature Ecology & Evolution. “What we do is develop models to understand why monarchs are declining and what’s happening to biodiversity in general,” said Erin Zylstra, the study’s lead author. Zylstra is a postdoctoral researcher in the Department of Integrative Biology and the Ecology, Evolution and Behavior Program, both in MSU’s College of Natural Science. A monarch butterfly sits atop flowering swamp milkweed in a Michigan garden. Credit: Jim Hudgins/USFWS “A lot of it is not good news. But in understanding the reasons why a species is declining, there is also a message of hope: there’s something we can do about it,” said Zylstra. “We did this study not just to say what’s causing changes in the monarch butterfly population, but also learn how we can make it better.” Understanding the monarch decline and doing what we can to reverse it is important not just for preserving biodiversity, but also because insects are prolific pollinators. The eastern population of monarchs migrates between Mexico and the eastern half of the U.S. and southern Canada every year — with summer layovers in Michigan and other U.S. states. Since the mid-1990s, though, there has been a dramatic decline in their population, with worst-case estimates projecting that the current population is a mere 20% of what it was just a few decades ago. The mid-1990s through the mid-2000s saw the most dramatic decline, coinciding with a period when glyphosate weed killers became hugely popular in the agricultural industry. Farmers grew crops that were engineered to be resistant to glyphosate, allowing them to apply the chemical widely, decimating milkweed plants that are the sole host and food source for monarch caterpillars. The prevailing theory during that period has been that the loss of milkweed from agricultural areas was responsible for the severe declines. Since then, monarch populations have continued to fall. Although glyphosate-driven milkweed loss remained one possible explanation, other theories emerged over time. Today, researchers are divided on what’s stunting the monarch’s population. Some experts estimate that the eastern monarch population size has been reduced by more than 80% since the 1990s. Credit: Liz West About a decade ago, however, Leslie Ries of Georgetown University and Elise Zipkin, now an associate professor of integrative biology at MSU, came to a realization. Researchers and volunteers were collecting an increasing amount of data that could help make a more definitive determination of what’s driving the monarch population decline. “People have different hypotheses,” said Zipkin, the senior author on the new study and director of the Ecology, Evolution and Behavior Program. “So we tried to come in as an impartial team, take the time and put all these pieces together to really parse out the contributions of various stressors.” Part of what makes it so difficult to understand the decline is the eastern monarch’s complicated life cycle. These monarchs spend their winters, November through February, in central Mexico. When the weather starts to warm, they head north to the southeastern U.S., particularly eastern Texas. Once there, the adults breed, lay eggs, and then die. It’s the next generation that continues the migration, starting in about May, flying to the Midwest and parts of Canada, where they produce two to three more generations. The butterflies that develop in late August shut down their reproductive systems and spend their energy migrating south back to Mexico, where the cycle begins anew. With support from the National Science Foundation, the team analyzed data from more than 18,000 surveys of monarchs in different locations across the midwestern U.S., central Mexico, and southern Canada between 1994 and 2018. Most of these surveys were performed by local volunteers who helped count adult butterflies. “Almost all of those data were not collected by professional scientists and that is really, really cool,” Zipkin said. “There is no group of scientists out there that could collect all the data that we needed. But these volunteers go out every year and record data in a very structured way. That’s the only way we could do this analysis.” “The level of expertise among the volunteers is really incredible,” said Zylstra. Zylstra led the effort to develop a model based on these observations and draw meaningful conclusions. In particular, the team was interested in what the data said about the three leading theories behind the eastern monarch’s population decline: milkweed habitat loss, mortality during the autumn migration and resettlement on the overwintering grounds, and climate change’s detrimental impact on monarch breeding success. “I think that everyone is partially right. All of these things do play some role. With monarchs, everything is nuanced, and everything is tricky,” said Zylstra. “But in recent years, as glyphosate applications have remained more stable, although still very high, there is strong evidence that population changes are driven by climate on the spring and summer breeding grounds.” Each of these hypotheses can contribute to lost butterflies at smaller scales, Zylstra explained. But looking at the problem holistically — across many years and multiple countries — makes it clear that climate change has been the dominant disruptive force since 2004. Unfortunately, there isn’t enough data in agricultural regions to definitively determine what happened between the mid-1990s and the mid-2000s, the period of the most pronounced decline. To get the full picture of the population decline, the team needed to understand the dynamics of many generations in many locations. Hence the need for thousands upon thousands of surveys. The herculean effort of collecting and making sense of this data has also reaped two large rewards. First, by proving the model’s potential to tease out population dynamics for something as complicated as the eastern monarch, the team is optimistic it can adapt the model to understand what’s driving population changes in other species, too. Secondly, this understanding should help inform where conservation efforts can provide the greatest benefit for the eastern monarch’s numbers. “This study gives us information on where to spend our limited dollars on restoration,” Zylstra said. Although we can’t simply turn off climate change, we can, for example, focus on restoring milkweed in the regions that remain most conducive to monarch reproduction despite warming temperatures and shifting precipitation patterns, she said. That said, anything we can do to curb climate change will also improve the outlook for both monarchs and humanity, she added. And although curbing climate change is a huge lift, Zipkin pointed out that this study reminds us of the power of partnerships to confront large challenges. “We’re talking about three countries that this is directly affecting: the U.S., Canada and Mexico. It’s not something that we have to do alone,” Zipkin said. “Partnerships do matter.” Working out what’s behind the population decline proved that. Between the professional scientists and volunteer data collectors, residents of all three countries made this study possible. “You need those kinds of partnerships. You need people with different expertise. We showed that’s how we can figure out what’s going on with monarchs. Now, what can we do with conservation?” Zipkin asked. “We can work together.” Reference: “Changes in climate drive recent monarch butterfly dynamics” by Erin R. Zylstra, Leslie Ries, Naresh Neupane, Sarah P. Saunders, M. Isabel Ramírez, Eduardo Rendón-Salinas, Karen S. Oberhauser, Matthew T. Farr and Elise F. Zipkin, 19 July 2021, Nature Ecology & Evolution. DOI: 10.1038/s41559-021-01504-1

A new “law of increasing functional information” reveals that complex natural systems, beyond just life on Earth, evolve towards higher complexity. This discovery expands traditional evolutionary theory, offering insights from cosmology to astrobiology. Evolution of plants, animals: “A very special case within a far larger natural phenomenon.” Similar marvels occur with stars, planets, minerals, other complex systems; When a novel configuration works well and function improves, evolution occurs. A paper in the prestigious Proceedings of the National Academy of Sciences today describes “a missing law of nature,” recognizing for the first time an important norm within the natural world’s workings. In essence, the new law states that complex natural systems evolve to states of greater patterning, diversity, and complexity. In other words, evolution is not limited to life on Earth, it also occurs in other massively complex systems, from planets and stars to atoms, minerals, and more. Authored by a nine-member team — leading scientists from the Carnegie Institution for Science, the California Institute of Technology (Caltech), and Cornell University, and philosophers from the University of Colorado — the work was funded by the John Templeton Foundation. As Earth formed, new geologic processes, especially those related to the interaction of hot fluids with rock during igneous activity and plate tectonics, gave birth to over 1500 new mineral species (4.55 to 2.5 billion years ago). At 2.5 billion years ago, emerging biological life introduced oxygen into the atmosphere. This was a time of pivotal change, when photosynthesis began and the interaction of iron with oxygen-based minerals changed ancient life, providing the blueprint for our future evolution, together with minerals.With the progress of the evolution of life from single-celled to multicelled organisms, and the formation of ecosystems, the mineralogy of the surface of the earth became more complex. The mineral diversity that was created fundamentally changed the direction and possibilities of evolution. Biodiversity leads to mineral diversity, and vice versa. The two systems, biological and mineral, interacted to create life as we know it today.Credit: Dr. Robert Lavinsky Historical Context and Modern Addition “Macroscopic” laws of nature describe and explain phenomena experienced daily in the natural world. Natural laws related to forces and motion, gravity, electromagnetism, and energy, for example, were described more than 150 years ago. The new work presents a modern addition — a macroscopic law recognizing evolution as a common feature of the natural world’s complex systems, which are characterized as follows: They are formed from many different components, such as atoms, molecules, or cells, that can be arranged and rearranged repeatedly Are subject to natural processes that cause countless different arrangements to be formed Only a small fraction of all these configurations survive in a process called “selection for function.” Regardless of whether the system is living or nonliving, when a novel configuration works well and function improves, evolution occurs. “This is a superb, bold, broad, and transformational article. … The authors are approaching the fundamental issue of the increase in complexity of the evolving universe. The purpose is a search for a ‘missing law’ that is consistent with the known laws. “At this stage of the development of these ideas, rather like the early concepts in the mid-19th century of coming to understand ‘energy’ and ‘entropy,’ open broad discussion is now essential.” Stuart Kauffman, Institute for Systems Biology, Seattle WA The Law of Increasing Functional Information The authors’ “Law of Increasing Functional Information” states that the system will evolve “if many different configurations of the system undergo selection for one or more functions.” “An important component of this proposed natural law is the idea of ‘selection for function,’” says Carnegie astrobiologist Dr. Michael L. Wong, first author of the study. In the case of biology, Darwin equated function primarily with survival—the ability to live long enough to produce fertile offspring. The new study expands that perspective, noting that at least three kinds of function occur in nature. The most basic function is stability – stable arrangements of atoms or molecules are selected to continue. Also chosen to persist are dynamic systems with ongoing supplies of energy. The third and most interesting function is “novelty”—the tendency of evolving systems to explore new configurations that sometimes lead to startling new behaviors or characteristics. Life’s evolutionary history is rich with novelties—photosynthesis evolved when single cells learned to harness light energy, multicellular life evolved when cells learned to cooperate, and species evolved thanks to advantageous new behaviors such as swimming, walking, flying, and thinking. “The study of Wong et al. is like a breeze of fresh air blowing over the difficult terrain at the trijunction of astrobiology, systems science and evolutionary theory. It follows in the steps of giants such as Erwin Schrödinger, Ilya Prigogine, Freeman Dyson and James Lovelock. In particular, it was Schrödinger who formulated the perennial puzzle: how can complexity increase — and drastically so! — in living systems, while they remain bound by the Second Law of thermodynamics? In the pile of attempts to resolve this conundrum in the course of the last 80 years, Wong et al. offer perhaps the best shot so far.” “Their central idea, the formulation of the law of increasing functional information, is simple but subtle: a system will manifest an increase in functional information if its various configurations generated in time are selected for one or more functions. This, the authors claim, is the controversial ‘missing law’ of complexity, and they provide a bunch of excellent examples. From my admittedly quite subjective point of view, the most interesting ones pertain to life in radically different habitats like Titan or to evolutionary trajectories characterized by multiple exaptations of traits resulting in a dramatic increase in complexity. Does the correct answer to Schrödinger’s question lie in this direction? Only time will tell, but both my head and my gut are curiously positive on that one. Finally, another great merit of this study is worth pointing out: in this day and age of rabid Counter-Enlightenment on the loose, as well as relentless attacks on the freedom of thought and speech, we certainly need more unabashedly multidisciplinary and multicultural projects like this one.” Milan Cirkovic, Astronomical Observatory of Belgrade, Serbia; The Future of Humanity Institute, Oxford University Evolution Beyond Life The same sort of evolution happens in the mineral kingdom. The earliest minerals represent particularly stable arrangements of atoms. Those primordial minerals provided foundations for the next generations of minerals, which participated in life’s origins. The evolution of life and minerals are intertwined, as life uses minerals for shells, teeth, and bones. Indeed, Earth’s minerals, which began with about 20 at the dawn of our Solar System, now number almost 6,000 known today thanks to ever more complex physical, chemical, and ultimately biological processes over 4.5 billion years. In the case of stars, the paper notes that just two major elements – hydrogen and helium – formed the first stars shortly after the big bang. Those earliest stars used hydrogen and helium to make about 20 heavier chemical elements. And the next generation of stars built on that diversity to produce almost 100 more elements. “Charles Darwin eloquently articulated the way plants and animals evolve by natural selection, with many variations and traits of individuals and many different configurations,” says co-author Robert M. Hazen of Carnegie Science, a leader of the research. “We contend that Darwinian theory is just a very special, very important case within a far larger natural phenomenon. The notion that selection for function drives evolution applies equally to stars, atoms, minerals, and many other conceptually equivalent situations where many configurations are subjected to selective pressure.” “The natural laws we recognize today cannot yet account for one astounding characteristic of our universe—the propensity of natural systems to “evolve.” As the authors of this study attest, the tendency to increase in complexity and function through time is not specific to biology, but is a fundamental property observed throughout the universe. Wong and colleagues have distilled a set of principles which provide a foundation for cross-disciplinary discourse on evolving systems. In so doing, their work will facilitate the study of self-organization and emergent complexity in the natural world.” Corday Selden, Department of Marine and Coastal Sciences, Rutgers University Multidisciplinary Perspectives The co-authors themselves represent a unique multi-disciplinary configuration: three philosophers of science, two astrobiologists, a data scientist, a mineralogist, and a theoretical physicist. Says Dr. Wong: “In this new paper, we consider evolution in the broadest sense—change over time—which subsumes Darwinian evolution based upon the particulars of ‘descent with modification.’” “The universe generates novel combinations of atoms, molecules, cells, etc. Those combinations that are stable and can go on to engender even more novelty will continue to evolve. This is what makes life the most striking example of evolution, but evolution is everywhere.” “The paper “On the roles of function and selection in evolving systems” provides an innovative, compelling, and sound theoretical framework for the evolution of complex systems, encompassing both living and non-living systems. Pivotal in this new law is functional information, which quantitatively captures the possibilities a system has to perform a function. As some functions are indeed crucial for the survival of a living organism, this theory addresses the core of evolution and is open to quantitative assessment. I believe this contribution has also the merit of speaking to different scientific communities that might find a common ground for open and fruitful discussions on complexity and evolution.” Andrea Roli, Assistant Professor, Università di Bologna. Implications and Insights Among many implications, the paper offers: Understanding into how differing systems possess varying degrees to which they can continue to evolve. “Potential complexity” or “future complexity” have been proposed as metrics of how much more complex an evolving system might become Insights into how the rate of evolution of some systems can be influenced artificially. The notion of functional information suggests that the rate of evolution in a system might be increased in at least three ways: (1) by increasing the number and/or diversity of interacting agents, (2) by increasing the number of different configurations of the system; and/or 3) by enhancing the selective pressure on the system (for example, in chemical systems by more frequent cycles of heating/cooling or wetting/drying). A deeper understanding of generative forces behind the creation and existence of complex phenomena in the universe, and the role of information in describing them An understanding of life in the context of other complex evolving systems. Life shares certain conceptual equivalencies with other complex evolving systems, but the authors point to a future research direction, asking if there is something distinct about how life processes information on functionality (see also https://royalsocietypublishing.org/doi/10.1098/rsif.2022.0810). Aiding the search for life elsewhere: if there is a demarcation between life and non-life that has to do with selection for function, can we identify the “rules of life” that allow us to discriminate that biotic dividing line in astrobiological investigations? (See also https://conta.cc/3LwLRYS, “Did Life Exist on Mars? Other Planets? With AI’s Help, We May Know Soon”) At a time when evolving AI systems are an increasing concern, a predictive law of information that characterizes how both natural and symbolic systems evolve is especially welcome Laws of nature – motion, gravity, electromagnetism, thermodynamics – etc. codify the general behavior of various macroscopic natural systems across space and time. The “law of increasing functional information” published today complements the 2nd law of thermodynamics, which states that the entropy (disorder) of an isolated system increases over time (and heat always flows from hotter to colder objects). Reference: “On the roles of function and selection in evolving systems” by Michael L. Wong, Carol E. Cleland, Daniel Arend, Stuart Bartlett, H. James Cleaves, Heather Demarest, Anirudh Prabhu, Jonathan I. Lunine and Robert M. Hazen, 16 October 2023, Proceedings of the National Academy of Sciences. DOI: 10.1073/pnas.2310223120

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