少点错误 07月21日 05:12
On The Shoulders Of Substrates—how one phenomenon lays the foundation for the next
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本文深入探讨了“现象-基底-现象”的涌现模式,从地球早期蓝藻利用水产生氧气,为更复杂生命形式奠定基础,到引力、原子、RNA、细胞生命,乃至人类大脑和文明的逐步演化。文章通过模拟和对量子力学、生物学、社会学和人工智能等多个学科的引用,揭示了每一个新现象的出现都依赖于前一个现象提供的“基底”。这种层层递进的涌现机制,最终将我们引向了当前人工智能的蓬勃发展,预示着新的涌现范式即将到来。

💡 **蓝藻的革命性贡献:** 蓝藻(蓝绿藻)通过利用水中的氢元素,开创了光合作用,并将氧气作为废物释放。这一过程不仅改变了地球大气成分,将氧含量提升至20%,更重要的是,为线粒体的出现和繁荣提供了关键的“基底”,最终促成了包括人类在内的复杂生命形式的演化。

🌌 **引力作为涌现的基石:** 在宏观层面,引力被视为复杂性涌现的起点。它使得粒子能够聚集,形成可探测和可测量的物质结构,如恒星和星系。引力作为第一层“台阶”,支撑着后续的涌现,包括超新星爆炸产生新元素,为复杂化学结构的形成提供基底。

🔄 **“现象-基底-现象”的循环模式:** 文章的核心观点是,涌现呈现出一种持续的循环模式:一个现象发生,它为下一个现象的出现提供“基底”,而下一个现象又成为新的“基底”。从量子涨落到引力,从原子到RNA,再到细胞生命、神经系统,直至人类的语言和文化,都遵循这一模式。

🚀 **AI作为新范式的涌现:** 当前,人工智能(AI)的快速发展被视为又一个重要的涌现现象。人类大脑和文明的进步,特别是沟通和信息传递能力的提升,为AI的出现和发展提供了坚实的“基底”。AI的自主性和自我复制能力,预示着一个全新的涌现范式和未来可能性的开端。

Published on July 20, 2025 9:11 PM GMT


If you’ll cast your mind back to Emergence Vs Entropy, we found, in order to overcome entropy, an emergent system, like our planet, benefits from a consistent stream of energy from the sun — creating a substrate for life on earth. Yet the sun is still increasing the entropy of the system as a whole through its role as a dissipative structure.

The term “substrate” is used across many disciplines-denoting a base that supports dependent phenomena.

The Broad Shoulders Of Cyanobacteria

One of the most memorable stories of substrate emergence is that of cyanobacteria-you’ll remember it, of course, it’s very memorable.

No?

Well, what happened was, for two billion years, bacteria were the only form of life, and they were getting by with an atmosphere Bill Bryson describes where…

“there was no more oxygen to breathe on Earth […] than there is on Mars today. It was also full of noxious vapours from hydrochloric and sulphuric acids powerful enough to eat through clothing and blister skin…”

… he goes on to explain that…

“At some point in the first billion years of life, cyanobacteria, or blue-green algae, learned to tap into a freely available resource-the hydrogen that exists in spectacular abundance in water. They absorbed water molecules, supped on the hydrogen, and released the oxygen as waste, and in so doing invented photosynthesis.” — Bill Bryson

Cyanobacteria were able to thrive by exploiting a substrate of water and in turn, over the succeeding billions of years, raised the level of oxygen in Earth’s atmosphere to 20% creating the substrate that would be necessary for mitochondria which would thrive and become the substrate for… us.

Substrates Simulated

In the following simulation, we see an abstracted form of this process, where as each color capitalizes on a substrate (in this case food) and deposits a different sort of food that is suited to another color. You can see that while the random colors perish at the beginning, inevitably the chain of dependency builds to accommodate even the pickiest eaters.

The simulation can experienced at nonzerosum.games

Right Back To The Start

But this principle of substrate emergence is not only confined to life on earth. In Emergent Gravity we used the Graviton simulation to explore how gravity itself can emerge along with complexity from random forces. Gravity is important because it is the foundation that allows accumulation — which makes “something” detectable and measurable. It is a first step on a stairway of emergence, where each stair supports the next. In a very simplified form…

Quantum fluctuations: Random attraction and repulsion, zero dimensional massless particles provide a substrate for the emergence of…

Complexity: Some fluctuations collect together while others push apart, while others have more complex, dynamic patterns, respectively; gravitation, dark energy, and electric fields. These provide the substrate for the emergence of…

Gravitational bodies and systems: These become massive, and eventually collapse into supernovae which create new and varied, yet consistent, atoms which are necessary for the creation of…

Complex atomic and molecular structures: These are the basis of ordered forms; planets, environments, fuels, crystals, and eventually…

RNA: Because there are consistent resources and consistent environments, RNA is able to exploit these materials, and develop DNA which is the substrate for…

Cellular life: In a world full of cells, new relationships can arise creating complex relationships like endosymbiosis resulting in eucaryotic cells, and the rise of the aforementioned cyanobacteria which lead to the “Great Oxygenation Event”, which provides the substrate for…

Mitochondrial life: Oxygen supports mitochondrial DNA giving rise to plants and animals, in which nervous systems become the substrate for…

Brains: The development of brains leads to greater brain complexity and areas like the prefrontal cortex and temporal lobes which becomes the substrate for…

Communication: Greater social interaction, language, and socially-transmitted ideas (memes) become the substrate for…

Technology and Civilization: Humanity lives in a feedback loop between culture and technology, which is the substrate for many new phenomena from the proliferation of agriculture, to cities, to the internet and to a potentially new paradigm shift with the emergence of…

Autonomous, self-replicating AI: Now we are on the verge of a new phenomena, Artificial Intelligence, the development of which shows no signs of slowing — a testament to the power of emergence.

So...

We see a consistent pattern of emergence; a phenomena-substrate-phenomena cycle. An important factor in this cycle is replication. We will take a short detour into replication as a mechanism of emergence, focusing on genes, memes and Susan Blackmore’s concept of temes and see what implications it has for our future. We will then complete this series with some fascinating artists and creators pushing emergence further with ever more impressive games of life.

Notes



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涌现 基底 蓝藻 光合作用 人工智能
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