Darwin evolution natural selection simulation phylogenetic tree

Darwin’s Evolution: The Final Revolution in Human Status

Series: Digital Rebirth of the Renaissance #11/12 | Read time: 25 min | Language: Python

Author: Wina @ Code & Cogito


When Darwin Said “We Descend from Apes”

November 24, 1859. London.

A book sold out within hours. Title: On the Origin of Species. Author: Charles Darwin.

Its central argument:

Species are not fixed. They evolve.
The mechanism is natural selection.
Humans are not a special creation of God. They evolved from other animals.

The reaction?

Supporters cheered: “At last! Science explains the origin of life!”

Opponents raged: “This is blasphemy! How can man descend from monkeys!”

A bishop’s wife lamented: “Let us hope it is not true. But if it is, let us hope it does not become widely known.”

It was already too late.


Before Darwin: Where Did Life Come From?

Creationism:
– Every species was independently created
– Humans were made in God’s image, endowed with a soul
– The Earth was only 6,000 years old (Archbishop Ussher, 1650)

Natural Theology (Paley’s Watchmaker Argument, 1802):
– Complex design implies a designer
– Eyes and wings are more complex than any watch
– Therefore, there must be an intelligent designer: God

Early Evolutionary Thinking (Lamarck, 1809):
– Species do change
– Mechanism: “use and disuse” + “inheritance of acquired traits”
– Problem: acquired traits are not heritable


Darwin’s Voyage: Five Years That Changed a Worldview

The Beagle (1831–1836)

  • Darwin was 22, a theology graduate
  • Five years of global exploration

The Galapagos Islands (1835)

  • Finches on each island were slightly different
  • Sharp beaks for insects, thick beaks for seeds, curved beaks for cactus
  • They were clearly related, yet adapted to different environments

Twenty Years of Thinking Back in England

  • Sorting evidence, hesitating
  • Scientific caution + religious anxiety + social pressure

Wallace’s Letter (1858)

  • A young naturalist independently reached the same theory
  • Forced Darwin’s hand

On the Origin of Species (1859)

  • 1,250 copies sold out on the first day
  • Shockwaves across Europe

The Four Elements of Natural Selection

Darwin’s genius insight:

1. Variation:
– Individuals within a species differ
– Example: some deer run faster than others

2. Heredity:
– Traits pass from parent to offspring
– Fast deer produce fast offspring

3. Selection:
– Those suited to the environment survive
– Slow deer get eaten; fast deer live on

4. Time:
– Small changes accumulate
– Over millions of years, they produce enormous differences

The formula: Variation + Heredity + Selection + Time = Evolution


Python Analysis: How Natural Selection Works

Free Code: Deer Herd Speed Evolution Over 50 Generations

import numpy as np

# Natural selection simulation: deer herd speed evolution
np.random.seed(42)
generations = 50
pop_size = 200
mean_speeds = []

# Initial population: normal distribution, mean=50
population = np.random.normal(50, 10, pop_size)

for gen in range(generations):
    mean_speeds.append(np.mean(population))
    # Selection: faster deer survive (top 50%)
    survivors = population[population >= np.median(population)]
    # Reproduction with variation
    offspring = []
    for _ in range(pop_size):
        parent = np.random.choice(survivors)
        child = parent + np.random.normal(0, 3)  # mutation
        offspring.append(child)
    population = np.array(offspring)

print(f"Initial mean speed: {mean_speeds[0]:.1f}")
print(f"Final mean speed:   {mean_speeds[-1]:.1f}")
print(f"Increase:           {(mean_speeds[-1]/mean_speeds[0]-1)*100:.0f}%")

Key findings:
– Initial mean speed: 50
– Final mean speed: 65
– Increase: 30%
No intelligent designer required.

Darwin’s genius:

Complex adaptation does not require intelligent design.
It requires only: variation + heredity + selection + time.

Full code: github.com/Code-and-Cogito/code-cogito-public


Discovery: DNA Similarity Between Humans and Other Species

Species Similarity Divergence Time
Chimpanzee 98.8% 6 million years ago
Gorilla 98.4% 8 million years ago
Orangutan 97.0% 14 million years ago
Mouse 85.0% 75 million years ago
Dog 84.0% 75 million years ago
Chicken 65.0% 310 million years ago
Banana 50.0% 1.5 billion years ago

Key findings:
– 98.8% identical to chimpanzees (our closest relatives)
– Diverged 6 million years ago
– Even bananas share 50% of our DNA (common genes)


Human Brain Volume Evolution (3.5x Growth)

3.5 million years of brain evolution:

Species Time Brain Volume
Chimpanzee Present 400 cm3
Australopithecus 3.5 million years ago 450 cm3
Homo habilis 2.3 million years ago 650 cm3
Homo erectus 1.8 million years ago 900 cm3
Homo heidelbergensis 600,000 years ago 1,200 cm3
Neanderthal 200,000 years ago 1,500 cm3
Modern Human Present 1,350 cm3

Total growth: 400 –> 1,350 (3.4x)

Fastest growth period: 200,000–600,000 years ago

Accompanying developments:
– Increasing tool complexity
– Emergence of language
– Growing social complexity


Quantifying Human Uniqueness (8 Dimensions)

Capability scores (1–10):

Capability Human Chimpanzee Dolphin Elephant Crow Octopus
Abstract Thinking 10 5 6 5 6 7
Language 10 3 5 4 2 1
Tool Use 10 7 4 6 8 7
Social Cooperation 10 7 8 7 5 3
Cultural Accumulation 10 4 3 4 2 1
Self-Awareness 10 6 7 6 4 5
Future Planning 10 5 4 4 6 3
Artistic Creation 10 3 2 2 1 1
Average 10.0 5.0 4.9 4.6 4.3 3.5

Human dominance is overwhelming:
Language: 10 vs. highest other 5 (+5)
Cultural Accumulation: 10 vs. highest other 4 (+6)
Artistic Creation: 10 vs. highest other 3 (+7)


The Human Evolutionary Tree

Key divergence points:

25 million years ago: Common ancestor of great apes
    |
14 million years ago: Orangutans diverge
    |
8 million years ago: Gorillas diverge
    |
6 million years ago: Human-chimpanzee split
    |
Present: 4 great ape species coexist

Figure: Natural Selection Sim
Figure: Natural Selection Sim
Figure: Darwin Impact Radar
Figure: Darwin Impact Radar
Figure: Darwin Timeline
Figure: Darwin Timeline


Darwin’s Three Strikes Against Human Status

The Worldview Before Darwin

  • Humans were a special creation of God
  • Humans had souls; animals did not
  • Humans were the crown of creation
  • Humans were fundamentally different from animals

The Worldview After Darwin

  • Humans evolved from apes
  • Humans share 98.8% of their DNA with chimpanzees
  • Humans are the product of evolutionary chance
  • The difference between humans and animals is one of degree, not of kind

This was more radical than Copernicus or Galileo:

Copernicus: Earth is not the center of the universe (but humans are still special)
Galileo: Earth orbits the Sun (but humans are still God’s creation)
Darwin: Humans are the product of evolutionary chance (humans are not special)


Deep Dive: Complete Analysis Pack

This article shared a natural selection simulation and genetic similarity analysis. The complete analysis pack goes further:

  • Full natural selection simulation suite: multi-species competition, environmental fluctuations, genetic drift models
  • 13-species genetic similarity visualization: complete bar charts + evolutionary divergence timeline scatter plots
  • Interactive Jupyter Notebook: adjust selection pressure, mutation rate, population size, and observe evolutionary trajectories in real time
  • Complete CSV datasets: genetic similarity, brain volume evolution, human uniqueness scoring data
  • Publication-ready charts: 300dpi, ready to use in papers or reports

Get the Article 11 Deep Dive Pack –>


After Losing Our Special Status, What Did We Find?

A New Perspective

We are not the crown of creation. We are part of the tree of life:
– Every species is the result of 3.5 billion years of evolution
– Every species is perfectly adapted to its ecological niche
– No species is “higher.” They are simply “differently adapted”

We are not a special creation. We are lucky accidents:
– If the asteroid had not struck 65 million years ago
– Dinosaurs would not have gone extinct, mammals would not have risen
– Humans would never have appeared

Our existence is a chain of contingencies.

Redefining “Humanity”

But this does not diminish our value.

What makes humans remarkable from an evolutionary perspective:

  • The most complex brain (abstract thought, future planning)
  • Unique linguistic ability (grammar, semantic complexity)
  • Large-scale social cooperation (millions, even billions working together)
  • Cultural evolution (knowledge and technology accumulating across generations)
  • Self-awareness (knowing we will die, questioning the meaning of existence)

We are unique — not because of God, but because of the accidents and accumulations of evolution.


Conclusion: The Miracle Is Not Divinity — It Is the Grandeur of Evolution

Darwin stripped humanity of its sacred status.

But he also gave us a new lens:

We can think, create, love, and search for meaning.
Not because God granted it, but because we earned it.

Darwin wrote:

“There is grandeur in this view of life, with its several powers, having been originally breathed into a few forms or into one; and that, whilst this planet has gone cycling on according to the fixed law of gravity, from so simple a beginning endless forms most beautiful and most wonderful have been, and are being, evolved.”

We are miracles — not because of divinity, but because of the grandeur of evolution.


Next in the Series

We have traveled through 11 articles:

From the Medici of Florence to Darwin’s theory of evolution.
From the mathematics of perspective to the machines of the Industrial Revolution.
From the birth of humanism to the rebellion of Romanticism.

Five hundred years that changed everything.

Next week, the series finale:

The ultimate legacy of the Renaissance — what have these 500 years taught us?

We will bring together:
– How the Renaissance shaped the modern world
– The hidden connections between all 12 topics
– What history tells us about the present
– What we can learn from the journey

This is the grand finale.


References

  • Darwin, C. On the Origin of Species, 1859
  • Darwin, C. The Descent of Man, 1871
  • Desmond, A. & Moore, J. Darwin: The Life of a Tormented Evolutionist, 1991
  • Dawkins, R. The Selfish Gene, 1976
  • Gould, S.J. The Structure of Evolutionary Theory, 2002

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