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Probabilistic
Probabilistic.mp3
Probabilistic.mp4
Probabilistic-Pt-2.mp3
Probabilistic-Pt-2.mp4
Probabilistic-intro.mp3
[Intro]
Problematic
(Probabilistic)
[Verse 1]
If left to the gods
(What are the odds)
With man in command
(Where will we land)
[Bridge]
Problematic
(Probabilistic)
[Chorus]
There is no debating
(Accelerating)
Exponentially
(Could end tragically)
[Verse 2]
What are the chances
(Of funeral march dances)
On the verge of a dirge
(A funeral parade made)
[Bridge]
Problematic
(Probabilistic)
[Chorus]
There is no debating
(Accelerating)
Exponentially
(Could end tragically)
[Bridge]
Our ability…
(To create inevitability)
Problematic
(Probabilistic)
[Outro]
Our ability…
(To create inevitability)
There is no debating
(Accelerating)
Exponentially
(Could end tragically)
Human’s legacy
ABOUT THE SONG AND THE SCIENCE
Probabilistic, Ensemble-Based Climate Model
Earth’s climate is a nonlinear, chaotic system — meaning its long-term trajectory cannot be captured by a single deterministic forecast. Instead, scientists use probabilistic models: large ensembles of simulations that explore thousands of possible futures by varying physical parameters, emissions pathways, socio-economic assumptions, and internal chaotic variability. These ensembles reveal not just what might happen, but how likely each outcome is — and how close the Earth system is to crossing irreversible thresholds.
We examine how human activities — such as deforestation, fossil fuel combustion, mass consumption, industrial agriculture, and land development — interact with ecological processes like thermal energy redistribution, carbon cycling, hydrological flow, biodiversity loss, and the spread of disease vectors. These interactions do not follow linear cause-and-effect patterns. Instead, they form complex, self-reinforcing feedback loops that can trigger rapid, system-wide transformations — often abruptly and without warning. Grasping these dynamics is crucial for accurately assessing global risks and developing effective strategies for long-term survival.
Probabilistic modeling quantifies risk, not certainty. Our ensemble results indicate the following temperature ranges by 2100:
By emissions trajectory
By physical behavior of the climate system
Most likely outcome under current global policy: ~3-7°C this century.
What these numbers mean:
Preventing these outcomes requires an immediate, large-scale fossil fuel phase-out, rapid global carbon drawdown, and aggressive adaptation to unavoidable impacts.
Explore the fundamentals of chaos theory in Edge of Chaos — where order meets unpredictability.
Understand the fundamentals of Statistical Mechanics and Chaos Theory in Climate Science.
* Our probabilistic, ensemble-based climate model — which incorporates complex socio-economic and ecological feedback loops within a dynamic, nonlinear system — projects that global temperatures are becoming unsustainable this century. This far exceeds earlier estimates of a 4°C rise over the next thousand years, highlighting a dramatic acceleration in global warming. We are now entering a phase of compound, cascading collapse, where climate, ecological, and societal systems destabilize through interlinked, self-reinforcing feedback loops.
What Can I Do?
The single most important action you can take to help address the climate crisis is simple: stop burning fossil fuels. There are numerous actions you can take to contribute to saving the planet. Each person bears the responsibility to minimize pollution, discontinue the use of fossil fuels, reduce consumption, and foster a culture of love and care. The Butterfly Effect illustrates that a small change in one area can lead to significant alterations in conditions anywhere on the globe. Hence, the frequently heard statement that a fluttering butterfly in China can cause a hurricane in the Atlantic. Be a butterfly and affect the world.
→ “Solutions to the Fossil Fuel Economy and the Myths Accelerating Climate and Economic Collapse.“
Tipping points and feedback loops drive the acceleration of climate change. When one tipping point is toppled and triggers others, the cascading collapse is known as the Domino Effect.
The Human Induced Climate Change Experiment
From the album “Nonlinear“
View all episodes
By Probabilistic.mp3
Probabilistic.mp4
Probabilistic-Pt-2.mp3
Probabilistic-Pt-2.mp4
Probabilistic-intro.mp3
[Intro]
Problematic
(Probabilistic)
[Verse 1]
If left to the gods
(What are the odds)
With man in command
(Where will we land)
[Bridge]
Problematic
(Probabilistic)
[Chorus]
There is no debating
(Accelerating)
Exponentially
(Could end tragically)
[Verse 2]
What are the chances
(Of funeral march dances)
On the verge of a dirge
(A funeral parade made)
[Bridge]
Problematic
(Probabilistic)
[Chorus]
There is no debating
(Accelerating)
Exponentially
(Could end tragically)
[Bridge]
Our ability…
(To create inevitability)
Problematic
(Probabilistic)
[Outro]
Our ability…
(To create inevitability)
There is no debating
(Accelerating)
Exponentially
(Could end tragically)
Human’s legacy
ABOUT THE SONG AND THE SCIENCE
Probabilistic, Ensemble-Based Climate Model
Earth’s climate is a nonlinear, chaotic system — meaning its long-term trajectory cannot be captured by a single deterministic forecast. Instead, scientists use probabilistic models: large ensembles of simulations that explore thousands of possible futures by varying physical parameters, emissions pathways, socio-economic assumptions, and internal chaotic variability. These ensembles reveal not just what might happen, but how likely each outcome is — and how close the Earth system is to crossing irreversible thresholds.
We examine how human activities — such as deforestation, fossil fuel combustion, mass consumption, industrial agriculture, and land development — interact with ecological processes like thermal energy redistribution, carbon cycling, hydrological flow, biodiversity loss, and the spread of disease vectors. These interactions do not follow linear cause-and-effect patterns. Instead, they form complex, self-reinforcing feedback loops that can trigger rapid, system-wide transformations — often abruptly and without warning. Grasping these dynamics is crucial for accurately assessing global risks and developing effective strategies for long-term survival.
Probabilistic modeling quantifies risk, not certainty. Our ensemble results indicate the following temperature ranges by 2100:
By emissions trajectory
By physical behavior of the climate system
Most likely outcome under current global policy: ~3-7°C this century.
What these numbers mean:
Preventing these outcomes requires an immediate, large-scale fossil fuel phase-out, rapid global carbon drawdown, and aggressive adaptation to unavoidable impacts.
Explore the fundamentals of chaos theory in Edge of Chaos — where order meets unpredictability.
Understand the fundamentals of Statistical Mechanics and Chaos Theory in Climate Science.
* Our probabilistic, ensemble-based climate model — which incorporates complex socio-economic and ecological feedback loops within a dynamic, nonlinear system — projects that global temperatures are becoming unsustainable this century. This far exceeds earlier estimates of a 4°C rise over the next thousand years, highlighting a dramatic acceleration in global warming. We are now entering a phase of compound, cascading collapse, where climate, ecological, and societal systems destabilize through interlinked, self-reinforcing feedback loops.
What Can I Do?
The single most important action you can take to help address the climate crisis is simple: stop burning fossil fuels. There are numerous actions you can take to contribute to saving the planet. Each person bears the responsibility to minimize pollution, discontinue the use of fossil fuels, reduce consumption, and foster a culture of love and care. The Butterfly Effect illustrates that a small change in one area can lead to significant alterations in conditions anywhere on the globe. Hence, the frequently heard statement that a fluttering butterfly in China can cause a hurricane in the Atlantic. Be a butterfly and affect the world.
→ “Solutions to the Fossil Fuel Economy and the Myths Accelerating Climate and Economic Collapse.“
Tipping points and feedback loops drive the acceleration of climate change. When one tipping point is toppled and triggers others, the cascading collapse is known as the Domino Effect.
The Human Induced Climate Change Experiment
From the album “Nonlinear“