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    67 | Kate Jeffery on Entropy, Complexity, and Evolution

    enOctober 07, 2019
    What is the relationship between entropy and complexity?
    How do physicists and neuroscientists collaborate in this episode?
    What implications do entropy and complexity have for extinction events?
    How does the second law of thermodynamics relate to life stability?
    What are the risks associated with complexity in evolution?

    Podcast Summary

    • Exploring the relationship between entropy and complexityPhysicist Sean Carroll and neuroscientist Kate Jeffrey discuss the development of complex structures over time in cosmology, biology, and social systems, emphasizing the importance of understanding both the physical and biological perspectives.

      Learning from this episode of the Mindscape podcast is the exploration of the relationship between entropy and complexity, and how complex structures develop over time in various domains - cosmologically, on Earth, and even within social systems. Our guests, Sean Carroll and Kate Jeffrey, engaged in a unique interdisciplinary conversation, sharing their perspectives as a physicist and a neuroscientist, respectively. Kate, inspired by Sean's talk on complexity and entropy, spoke about the evolution of complexity in a biological and environmental context, emphasizing the nuances and details that can be overlooked from a purely physical perspective. Together, they discussed the implications of entropy and complexity in the context of catastrophes, extinction events, and the ultimate equilibration of the universe. This episode is noteworthy for its balanced and collaborative approach, with both guests learning from each other and sharing their insights in a genuine and engaging way.

    • Exploring the stability of life through thermodynamicsThermodynamics, specifically entropy and complexity, can provide insights into the stability and evolution of the nervous system and life as a whole, despite the inherent instability of these systems.

      The evolution of the nervous system and the stability of life in the face of extinctions and other challenges can be understood through the lens of thermodynamics and the concepts of entropy and complexity. The speaker, a neuroscientist, was inspired by the physicists' perspectives during a recent meeting and wanted to explore how these concepts could help explain the dynamics of life's stability and accumulation over time. Entropy, a measure of disorder or disorganization, can be applied to various systems, including the arrangement of atoms or molecules in a cup of coffee or the organization of information in a DNA molecule. The second law of thermodynamics states that the entropy of a closed system will always increase over time, leading to a more disordered state. However, the speaker noted that life seems to be inherently unstable yet continues to accumulate, and she was curious about the dynamics of this phenomenon. The speaker was eager to discuss these ideas further with the physicists and explore how their nuanced understanding of thermodynamics could shed light on the stability and evolution of the nervous system and life as a whole.

    • Measuring entropy in complex systems is subjective and context-dependentThe measurement of entropy in complex systems depends on the context and functionality, making it a subjective and context-dependent concept.

      Entropy, a concept used to quantify the disorder or randomness of a system, can be a subjective and context-dependent concept when applying it to complex systems. For instance, two macroscopically identical spiral molecules, like a coiled molecule and a DNA molecule, may have vastly different microscopic states and functions. A physicist might argue that their entropies are the same based on a statistical mechanical approach, but this perspective can be controversial due to the human element involved in defining and observing macroscopic features. Ultimately, the choice of how to coarse grain microscopic states into macroscopic ones depends on the context and functionality of the system being studied. While entropy can be seen as subjective in this sense, it still represents a real and useful pattern in the dynamics of complex systems.

    • Considering the past and present in macroscopic properties analysisMacroscopic properties analysis requires considering both the present and past, as function and information content change over time, and the applicability of statistical mechanics has limitations in capturing system complexities.

      The concept of macroscopic properties in physics can be complex and nuanced, especially when considering the historical context of a system over time. While macroscopic properties may appear unchanged in the present moment, the information content and function of a system can change significantly over time due to mutations or degradation. However, the usual approach in physics is to focus on the immediate past and present when defining macrostates, as predicting future behavior is relevant to the information used. For instance, a slightly degraded DNA molecule that doesn't function properly would be considered a different macrostate compared to a well-formed one. This takes time into account since function is a temporal concept. Additionally, there are hidden states within macrostates that may not be immediately observable but can significantly impact the system's behavior. Ultimately, the applicability of the second law of thermodynamics, which governs the unfolding of the universe, depends on the number of moving parts in a system. While it may not be applicable to simple systems, it provides a reasonable approximation for more complex systems. The discussion highlights the importance of considering both the present and past when analyzing macroscopic properties and the limitations of statistical mechanics in capturing all the complexities of a system.

    • Understanding the role of Entropy in the evolution of complexityThe Earth and its biosphere, though not closed systems, receive low-entropy energy from the Sun, enabling complex structures like life to exist and evolve within the framework of the second law of thermodynamics.

      Entropy, a concept from thermodynamics, plays a significant role in understanding the evolution of complexity in the universe, including life on Earth. Entropy is related to the probability of particles occupying specific spaces and the increasing disorderliness of closed systems. However, the Earth and its biosphere are not closed systems, and we receive low-entropy energy from the Sun, which allows for the existence and evolution of complex structures like life. This doesn't explain why complex structures emerged, but it shows that it's a natural and allowed process within the framework of the second law of thermodynamics. Additionally, when dealing with practical matters like shopping for life insurance, tools like Policygenius.com can help simplify the process and provide the best options for consumers.

    • The emergence of complexity from increasing entropyEntropy's increase leads to complexity's emergence, with long-range correlations playing a crucial role

      The formation of complex structures, like the biosphere and individual organisms, is not in spite of the increasing entropy in the universe, but because of it. As entropy increases, complexity first emerges at low levels and then fades away. However, the conditions for complexity to form are not just local interactions, but also long-range correlations or structures. These correlations have been observed in the evolution of life, where step transitions have led to the emergence of new levels of complexity, such as the evolution of multicellular life. The next step in understanding this phenomenon is to explore how these long-range correlations come about in the real world and what implications they have for larger physics questions.

    • Transitions and Complexity: Risks and RewardsTransitions in complexity bring new possibilities, but also risks. Examples include the evolution of multicellular organisms and human technology. While these transitions can lead to mass extinctions and decreased biodiversity, they also pave the way for new forms of life and advancements.

      Complexity in life can build upon itself through various transitions, leading to new possibilities and advancements. These transitions, such as the evolution of multicellular organisms or the invention of technology, can open up vast new dimensions of possibility space. However, these transitions also come with risks, as seen in periods of decreased complexity and mass extinctions. For instance, the discovery of photosynthesis led to the great oxygenation catastrophe, causing a significant decrease in biodiversity. Similarly, the ability to move and burrow led to a major extinction event, but also paved the way for new forms of life. As humans continue to extend our reach further than ever before, we must be aware of the potential risks and work to mitigate them, while continuing to explore the vast possibilities that lie ahead.

    • The fragility of life's complexity and the potential for its demiseLife's complexity may eventually reach equilibrium and decrease due to the increase in entropy, threatening its existence in the vast universe with infinite time and finite resources

      While life has shown remarkable complexity and dynamism throughout its existence, it also carries the risk of being wiped out due to unique and fragile mechanisms for complexity to build upon itself. Thermodynamics offers no assurance against the extinction of life, and the universe's infinite time span and finite resources mean that complexity, which has been increasing steadily, will eventually reach equilibrium and begin to decrease due to the increase in entropy. This is not an imminent concern, but it serves as a reminder of the delicate balance of life and the potential for its eventual demise.

    • The universe's inevitable entropic deathThe universe will eventually reach maximum entropy, leaving only empty space, and complex structures like stars and life will no longer exist.

      The universe will eventually reach a state of maximum entropy, or thermal equilibrium, known as the heat death. This means that all stars will burn out, leaving only black holes. Black holes will evaporate over a very long timescale, leaving nothing but empty space. This is a feature of the second law of thermodynamics, which states that entropy, or disorder, always increases over time. As we get closer to maximum entropy, there will be less and less room for complex structures and life to exist. Despite our current condition of star formation and complexity, it is a temporary one, and the universe's inevitable entropic death is a grim prospect. Even if we could somehow halt or reverse the second law, consciousness and thought would not be possible once we reach maximum entropy. Therefore, it seems that the universe's eventual fate is one of emptiness and lack of complexity.

    • Universes fluctuating back to low entropy states may offer a solution to entropy increase but not practical for communicationUniverses may fluctuate back to low entropy states, but there's no known way to communicate with beings in other universes or borrow entropy from them.

      While the idea of universes fluctuating back into low entropy states, as suggested by the recurrence theorem, may offer a potential solution to the problem of entropy increase, it is not a practical solution for communication with future beings or borrowing entropy from other universes. Gravity plays a significant role in various processes, including the separation of oil and water, but it is not the only force at play. The importance lies in the competition between different forces that can lead to complex structures and systems. Despite the intriguing possibilities, there are no known laws of physics that allow for direct communication or information transfer between universes. The discussion also touched upon the possibility of new universes being born from existing ones, but communication between them remains a challenge.

    • The interplay of gravity, electromagnetism, and entropy shapes the universe's structures and expanses.Gravity brings things together, enabling complexity, but also drives the universe's expansion. Electromagnetism interacts with gravity to form structures. Entropy, related to the number of microscopic configurations, influences the size and complexity of the universe, while the expansion itself changes the available space.

      The interplay between gravity and electromagnetism is crucial for the formation of complex structures in the universe. Gravity acts as a force that brings things together, enabling interactions that lead to complexity. However, it also drives the expansion of the universe, ultimately acting against complex structures. The discovery of dark energy, a form of vacuum energy, adds another layer to gravity's role, as it pushes things apart. Entropy, which is related to the number of possible microscopic configurations, is also connected to the expansion of space. The size of the universe influences the amount of entropy that can exist, but the expansion itself is a part of the physical system and can change the amount of available space. In summary, the dance between gravity, electromagnetism, and entropy shapes the intricate structures and expanses of the universe.

    • The early universe had anomalously low entropyThe early universe was a smooth, dense, and hot state with low entropy, which increased as it expanded and matter dispersed.

      The concept of entropy, which measures the number of ways particles can be arranged, doesn't apply in the same way when discussing the early universe as it does in a contained system. The early universe was not only densely packed, but also smooth, making it an anomalously low entropy state. As the universe expanded and matter dispersed, entropy increased. The misconception that the early universe had high entropy comes from its smooth and hot appearance, but this is a result of its small size and the dominance of gravity over the mutual gravitational pull of particles, leading to a lumpier, higher entropy configuration as the universe evolved. The study of how entropy continues to increase in the universe is a fascinating area of research for both physicists and biologists.

    • The universe's complexity and carbon-based lifeThe universe's vast possibilities led to carbon-based life's emergence, making complex organisms and civilizations possible.

      The universe's complexity and the emergence of life, specifically carbon-based life, is a result of exploring the vast space of possibilities. The universe's journey from a low-entropy state to equilibrium means that not all configurations can be explored within the given timeframe. The special properties of carbon, such as its three-dimensional symmetrical structure, enable the formation of complex molecules and interactions across space and time, making carbon-based life unique and potentially rare in the universe. While it's impossible to know for sure if life exists elsewhere, the emergence of carbon-based life on Earth is a remarkable occurrence that has allowed for the development of complex organisms and civilizations. The necessity of carbon for life as we know it should not be taken for granted, and it's essential to keep an open mind about the existence of life on other planets and the challenges they might face in their development.

    • The Role of Carbon in the Evolution of LifeCarbon's unique properties have played a crucial role in the formation and complexity of life on Earth, but the possibility of life existing with different atoms or in other dimensions cannot be ruled out.

      The unique properties of carbon and its ability to form long, stable polymers have played a crucial role in the formation and complexity of life on Earth. However, the possibility of life existing in other dimensions or with different atoms cannot be completely ruled out. The evolution of life has not been a smooth process, with several catastrophes occurring throughout history that decreased complexity. Some of these catastrophes were caused by natural events like volcanic activity, while others were driven by life itself, leading to significant changes in the Earth's chemistry and the extinction of various life forms. These catastrophes were often the result of life exploring new abilities and pushing boundaries, leading to both progress and extinction. The current state of technology limits our ability to detect signs of life on other planets, and the possibility of life existing in other forms or dimensions remains a topic of speculation.

    • The universe becomes less informative but more interesting as it evolvesThe universe started with high information but low interest, evolving into a state of increased entropy and higher interest, with our choices determining if we explore new regions or follow a dead-end path.

      The evolution of life and the development of complex structures, such as brains, have led to an increase in the sophistication of information processing, allowing for self-awareness, language, and symbolic thought. However, the universe as a whole is moving towards a state of increased entropy and decreased information. The dynamics of our interactions as a species determine if we can make choices to explore new regions and prevent ourselves from following a path towards a dead end. The study of information theory and its relationship to physical evolution offers a fruitful way to understand life and species, as well as the universe as a whole. The universe started with a lot of information but not much interest, and as it evolves, it becomes less informative but more interesting. We are living in an optimum time in the evolution of complexity in the universe where it is maximally interesting. It's important to note that information theorists and physicists define entropy and information differently, with information theorists linking high entropy with high information content and physicists defining it as a measure of the number of possible configurations of a system. The universe started in a low entropy state, and as it evolves, it becomes more entropic, but we can still take advantage of the information around us to make our lives more interesting.

    • Can we save ourselves from the consequences of our actions?Though the probability of mitigating negative effects may be low, focusing on positive outcomes and human ingenuity is crucial for our survival

      While there may be a trend towards increasing complexity in society, there is no inevitability to it. However, the consequences of our actions, such as the release of carbon into the atmosphere and rising sea levels, could significantly harm the resilience of life as we know it. While there is hope that we can take action to mitigate these effects, the probability of success may be low. It is crucial to focus on increasing the probability of positive outcomes rather than dwelling on the statistics. Ultimately, it is up to us to make a difference and save ourselves, not cats or any other species. The conversation ended on a hopeful note, acknowledging the potential for human ingenuity to overcome the challenges we face.

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    41 | Steven Strogatz on Synchronization, Networks, and the Emergence of Complex Behavior

    41 | Steven Strogatz on Synchronization, Networks, and the Emergence of Complex Behavior
    One of the most important insights in the history of science is the fact that complex behavior can arise from the undirected movements of small, simple systems. Despite the fact that we know this, we’re still working to truly understand it — to uncover the mechanisms by which, and conditions under which, complexity can emerge from simplicity. (Coincidentally, a new feature in Quanta on this precise topic came out while this episode was being edited.) Steven Strogatz is a leading researcher in this field, a pioneer both in the subject of synchronization and in that of small-world networks. He’s also an avid writer and wide-ranging thinker, so we also talk about problems with the way we educate young scientists, and the importance of calculus, the subject of his new book.             Support Mindscape on Patreon or Paypal. Steven Strogatz received his Ph.D. in applied mathematics from Harvard, and is currently the Jacob Gould Schurman Professor of Applied Mathematics at Cornell. His work has ranged over a wide variety of topics in mathematical biology, nonlinear dynamics, networks, and complex systems. He is the author of a number of books, including SYNC, The Joy of x, and most recently Infinite Powers. His awards include teaching prizes at MIT and Cornell, as well as major prizes from the Joint Policy Board for Mathematics, the American Association for the Advancement of Science, the Mathematical Association of America, and the Lewis Thomas Prize. Web site Cornell web page Google scholar page Amazon author page Wikipedia TED talk on synchronization Twitter See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

    236 | Thomas Hertog on Quantum Cosmology and Hawking's Final Theory

    236 | Thomas Hertog on Quantum Cosmology and Hawking's Final Theory

    Is there a multiverse, and if so, how should we think of ourselves within it? In many modern cosmological models, the universe includes more than one realm, with possibly different laws of physics, and these realms may or may not include intelligent observers. There is a longstanding puzzle about how, in such a scenario, we should calculate what we, as presumably intelligent observers ourselves, should expect to see. Today's guest, Thomas Hertog, is a physicist and longstanding collaborator of Stephen Hawking. They worked together (often with James Hartle) to address these questions, and the work is still ongoing.

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    Thomas Hertog received his Ph.D. in physics from the University of Cambridge. He is currently a professor of theoretical physics at KU Leuven. His new book is On the Origin of Time: Stephen Hawking's Final Theory.


    See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.