Life its origin and its distribution a perspective from the Conway Kochen Theorem and the Free Energy Principle Michael Levin Research Paper Summary

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Introduction: The Origin of Life (OOL) Problem

  • The OOL problem is often viewed as a chemistry issue: how do the right molecules come together to create life?
  • However, this paper suggests that the OOL is also a cognitive science problem, not just a chemistry problem.
  • Understanding life from a cognitive perspective means considering whether all persistent systems might have some form of cognition.
  • The paper introduces the Conway-Kochen (CK) theorem and the Free Energy Principle (FEP) to reframe this problem.

The Conway-Kochen Theorem

  • The CK theorem shows that all systems have some level of agency, meaning they behave in ways that are not entirely predictable by local causes.
  • This theorem suggests that even simple physical systems like electrons exhibit some form of decision-making ability.
  • It challenges the idea that only biological systems are agents, implying that all systems, even non-living ones, might act with some autonomy.

The Free Energy Principle (FEP)

  • The FEP describes how systems maintain themselves in a distinguishable state from their environment over time.
  • To do this, a system must minimize its uncertainty (free energy) about its environment, which helps it survive and persist.
  • The FEP suggests that all systems, whether biological or not, behave like agents trying to minimize stress from their environment.

Life Equals Cognition: Are Life and Cognition the Same?

  • The CK theorem and FEP suggest that life and cognition are inseparable. All systems that persist in time might be considered cognitive to some degree.
  • This challenges the traditional view that cognition is only a feature of living beings, like humans or animals.
  • Even non-living systems like molecules or bacteria might be considered to have some form of cognition, depending on their complexity.

Communication and Cognitive Systems

  • The FEP implies that systems communicate with each other by minimizing uncertainty (free energy) about their environment.
  • Understanding how different systems communicate and solve problems depends on understanding their internal processes.
  • Communication is not just limited to humans or animals but could apply to any complex system.

The Fermi Paradox and Extraterrestrial Life

  • The Fermi Paradox asks why we haven’t found evidence of intelligent extraterrestrial life, even though the universe is vast.
  • The FEP suggests that there may be many forms of intelligent life out there, but we might not recognize it because it is so different from us.
  • Understanding extraterrestrial life requires us to look beyond our anthropocentric view and accept that life may not look like us or behave like us.

The Drake Equation and the FEP

  • The Drake Equation estimates the number of intelligent extraterrestrial systems in the galaxy.
  • The FEP suggests that intelligent life is widespread, but we may not be able to detect it because it may not match our expectations.
  • Instead of focusing on searching for technological artifacts, we need to develop new ways to recognize and communicate with non-human intelligences.

Key Conclusions

  • The OOL problem is not just a chemistry problem but a cognitive science problem.
  • All systems that persist over time may have some degree of cognition, making life and cognition inseparable.
  • Understanding and communicating with diverse intelligences in the universe, both biological and non-biological, is essential to resolving the OOL problem.

生命的起源问题

  • 生命起源问题通常被视为化学问题:如何让合适的分子在适当的条件下聚集,启动自催化过程,维持生命。
  • 然而,这篇论文认为,生命起源不仅是化学问题,也是认知科学问题。
  • 从认知的角度理解生命,意味着考虑所有持续存在的系统是否可能具有某种认知。
  • 论文通过介绍康威-科肯定理(CK定理)和自由能原理(FEP)来重新审视这一问题。

康威-科肯定理

  • CK定理表明,所有系统都有某种程度的代理性,这意味着它们的行为不是完全由局部原因可预测的。
  • 该定理表明,即使是像电子这样的简单物理系统,也表现出某种决策能力。
  • 它挑战了只有生物系统才是代理体的观念,暗示即使是非生命系统也可能表现出某种自主性。

自由能原理(FEP)

  • FEP描述了系统如何维持自己与环境的可区分状态。
  • 为了做到这一点,系统必须最小化它对环境的“不确定性”(自由能),从而帮助它生存和延续。
  • FEP认为,所有系统,无论是生物的还是非生物的,都像代理体一样,试图最小化来自环境的压力。

生命等于认知:生命与认知是否相同?

  • CK定理和FEP表明,生命与认知是不可分割的。所有持续存在的系统都可能在某种程度上是认知的。
  • 这挑战了传统观点,即认知只是生物体特有的特征,如人类或动物。
  • 即使是像分子或细菌这样的非生命系统,根据其复杂性,也可能被认为具有某种形式的认知。

沟通与认知系统

  • FEP意味着系统通过最小化对环境的不确定性(自由能)来与彼此沟通。
  • 理解不同系统如何沟通和解决问题,取决于理解它们的内部过程。
  • 沟通不仅限于人类或动物,而是适用于任何复杂系统。

费米悖论与外星生命

  • 费米悖论提出,为什么我们没有找到外星智能生命的证据,尽管宇宙非常广阔。
  • FEP认为,宇宙中可能有许多不同形式的智能生命,但我们可能无法识别它们,因为它们与我们如此不同。
  • 理解外星生命需要我们超越人类中心主义,接受生命可能不会像我们一样看起来或表现出来。

德雷克方程与FEP

  • 德雷克方程估算银河系中可以探测到的智能外星系统的数量。
  • FEP认为,智能生命是广泛存在的,但我们可能无法探测到它,因为它可能不符合我们的预期。
  • 我们需要开发新的方法来识别和与非人类智能进行沟通,而不是仅仅寻找技术遗迹。

主要结论

  • 生命起源问题不仅是化学问题,也是认知科学问题。
  • 所有在时间中持续存在的系统可能具有某种程度的认知,生命与认知是不可分割的。
  • 理解并与宇宙中多样的智能进行沟通,无论是生物的还是非生物的,是解决生命起源问题的关键。