bookmark_borderCollapse of Capitalism

Collapse-of-Capitalism-I.mp3
Collapse-of-Capitalism-I.mp4
Collapse-of-Capitalism-II.mp3
Collapse-of-Capitalism-II.mp4
Collapse-of-Capitalism-intro.mp3

[Intro]
The collapse
(Of capitalism)
And perhaps
(Individualism)

[Verse 1]
The conceder leader
Giving in to the devil
Nation bleeder
Brings on the ill

[Chorus]
The collapse
(Of capitalism)
And perhaps
(Individualism)

[Bridge]
Deviant deviation
(Cracked fractal bill)
How long till….
(Devastation)

[Verse 2]
Commander salamander
Slithers in slime
Commits a crime
Greatest of all time

[Chorus]
The collapse
(Of capitalism)
And perhaps
(Individualism)

[Bridge]
Deviant deviation
(Cracked fractal bill)
How long till….
(Devastation)

[Chorus]
The collapse
(Of capitalism)
And perhaps
(Individualism)

[Outro]
Deviant deviation
(Cracked fractal bill)
How long till….
(Devastation)

A SCIENCE NOTE: Deviation, Cracked Fractals, Climate, and Economics

A “cracked glass” look and branching fractal, ties into deep ideas in chaos theory, fractals, and nonlinear dynamics. Financial crashes, neural breakdowns, and climate tipping points sometimes exhibit this “cracked” structure in models — suggesting a system under stress or near collapse.

Humanity stands at a historic crossroads where the accelerating pace of climate change threatens to overtake both our capacity for response and the viability of the global economic system itself. Recent models indicate that without immediate intervention, climate change could cause the collapse of capitalism as we know it–potentially as soon as 2050. At the same time, U.S. political developments–particularly Trump-era trade, fiscal, and environmental policies–may unintentionally hasten this collapse. The central question becomes: Will the U.S. economic system implode before climate change forces its hand, or has irreversible damage already been done?

Chaos theory deals with systems that are deterministic but highly sensitive to initial conditions — where tiny changes can lead to vastly different outcomes. This “butterfly effect” describes how once-stable systems can become chaotic.

Cracked fractals emerge near bifurcation points — thresholds beyond which the system evolves in an entirely new direction, often unpredictably. In climate systems, these bifurcations could be:

  • The sudden collapse of the Atlantic Meridional Overturning Circulation (AMOC),

  • Massive methane release from permafrost,

  • Shifts in the jet stream or monsoon patterns.

In the economy, these might manifest as:

  • Sudden dollar devaluation,

  • Foreign dumping of U.S. Treasury debt,

  • Collapse of consumer demand due to runaway inflation or debt.

* WARNING * — Our updated climate model, now integrating complex social-ecological factors as part of a dynamic and non-linear system, shows that global temperatures could rise by up to 9°C within this century — far beyond previous predictions of a 4°C rise over the next thousand years. This level of warming will render much of the world uninhabitable within this century.

From the album “Deviation

The Human Induced Climate Change Experiment

bookmark_borderCracked Fractal

Cracked-Fractal-I.mp3
Cracked-Fractal-I.mp4
Cracked-Fractal-II.mp3
Cracked-Fractal-II.mp4
Cracked-Fractal-intro.mp3

[Intro]
Cracked fractal

Took a branch
(By chance)

[Bridge]
A system under stress (near collapse)
Under duress (synapse relapse)

[Verse 1]
And so we split apart
(Didn’t have the heart)
Dashed! A new start
(Spreading further apart)

[Bridge]
It seems our seems… are
(Our splitting afar)

[Chorus]
Cracked (fractal)
Took a branch
(By chance)
Cracked (factual)
Such a stance
(Dirge dance)

[Bridge]
A system under stress (near collapse)
Under duress (synapse relapse)

[Verse 2]
Rocked! My windshield
(Visions had to yield)
Smashed! Frozen heart
(Splintering further apart)

[Bridge]
It seems our seems… are
(Our splitting afar)

[Chorus]
Cracked (fractal)
Took a branch
(By chance)
Cracked (factual)
Such a stance
(Dirge dance)

[Outro]
A system under stress (near collapse)
Under duress (synapse relapse)

A SCIENCE NOTE: What’s a “Cracked” Fractal?

A “cracked glass” look and branching fractal, ties into deep ideas in chaos theory, fractals, and nonlinear dynamics.

Chaos Theory: The Basics

  • Chaos theory studies systems that appear random, but are actually deterministic and highly sensitive to initial conditions.

  • Small changes lead to vastly different outcomes — this is the “butterfly effect.”

Fractals in Chaos

  • A fractal is a self-similar geometric shape — it looks the same at different scales.

  • In chaotic systems, fractals often describe the “state space” — the map of all possible behaviors a system can take.

 What’s a “Cracked” Fractal?

A “cracked fractal” — especially one that looks like shattered glass with branching paths — often arises in systems where:

  1. The attractor is broken or unstable.

  2. Singularities (discontinuities, infinite gradients, or undefined regions) occur.

  3. The system is near a critical bifurcation point — where a qualitative change in behavior is about to happen.

This kind of structure typically shows up in:

🔹 1. Fractured Attractors / Broken Symmetries

  • Normally smooth chaotic attractors become fragmented when the system is pushed past a threshold.

  • You get fractal discontinuities where the structure literally “breaks apart” — like cracks.

🔹 2. Escape-Time Fractals

  • Generated by iterating a function (e.g., Mandelbrot set).

  • The “cracks” often represent boundaries between regions of vastly different behaviors.

  • Similar structures: Julia Sets, Burning Ship fractal, Newton fractals.

🔹 3. Bifurcation Diagrams

  • When zoomed in, the branches from a bifurcation tree can resemble shattered glass, especially near chaotic regimes.

🔹 4. Fractal Basin Boundaries

  • Imagine you’re dropping a ball into a landscape — depending on the tiniest change in the start point, the ball might roll into different valleys.

  • The dividing lines (basins of attraction) between outcomes can have extremely fine, cracked, branch-like boundaries — an expression of sensitive dependence.

 Mathematical Sources of the Cracked Fractal Form

  • Nonlinear complex functions — e.g., Newton’s method applied to complex roots.

  • Piecewise chaotic maps — systems that abruptly switch rules, causing fragmentation.

  • Singular perturbations — when small smoothing is removed, the system can “crack.”

 Real-World Analogies

  • Cracks in glass follow fractal patterns, especially under stress.

  • River networks and lightning bolts also exhibit branching fractals — reflecting energy dispersal through complex media.

  • Financial crashes, neural breakdowns, and climate tipping points sometimes exhibit this “cracked” structure in models — suggesting a system under stress or near collapse.

From the album “Deviation

The Human Induced Climate Change Experiment

bookmark_borderDeviation

Deviation-0.mp3
Deviation-0.mp4
Deviation-I.mp3
Deviation-I.mp4
Deviation-intro.mp3

[Intro]
Is your (Deviation)
Standard
(Man slandered)
Civilization

[Verse 1]
You call this civilized
Hopin’ you’d realized
We create deviate
In all we relate

[Bridge]
Time we pull through
We (me and you)

[Chorus]
Is our (Deviation)
Standard
(Man slandered)
Civilization
(Deviation)

[Bridge]
Devolution
Sour (solution)

[Verse 2]
You call this civilized
More dazed than surprised
We let our deviate
At an exponential rate

[Bridge]
Time we pull through
We (me and you)

[Chorus]
Is our (Deviation)
Standard
(Man slandered)
Civilization
(Deviation)

[Outro]
Devolution
Our sour (solution)
Our are

ABOUT THE SCIENCE

A standard deviation is a statistical measure that quantifies the amount of variation or dispersion in a set of values. In simple terms:

  • A low standard deviation means the values are close to the average (mean).

  • A high standard deviation means the values are spread out over a wider range.

It’s often used in economics and finance to measure risk, volatility, or abnormality in data like stock prices, inflation, or GDP growth.


Real-World Meaning of “Multiple Standard Deviations”

If a metric is “2 standard deviations above the mean,” it means it is significantly higher than usual — so much so that it happens only about 2.5% of the time in a normal distribution.


Current Examples (as of 2024-2025) of Economic/Financial Metrics Showing Multiple Standard Deviations

These examples reflect extreme, unusual, or risky conditions — either positive or negative.

1. Inflation Volatility (U.S.)

  • Core inflation variability has been 2–3 standard deviations higher than historical norms at times since 2021.

  • Caused by COVID shocks, war, supply chain issues, and erratic monetary policy.

2. Federal Deficit (as % of GDP)

  • In fiscal 2024, the U.S. deficit was close to 6%–7% of GDP, well above historical norms and more than 2 standard deviations from peacetime averages.

3. Home Prices vs. Median Income

  • Home price-to-income ratios in many U.S. cities (like San Francisco or Austin) are 2+ standard deviations above historic affordability measures.

  • Indicates housing bubbles or structural imbalance.

4. Stock Market Valuation (e.g., CAPE Ratio)

  • The Shiller CAPE ratio (cyclically adjusted PE) for the S&P 500 is well above long-term averages — often cited as 2–3 standard deviations above its historical mean.

  • Signals potential overvaluation or irrational exuberance.

5. Corporate Debt Levels

  • Non-financial corporate debt as a % of GDP has spiked in recent years — well above the mean, and possibly 2 SDs higher than pre-2008 norms.

6. Climate-related Economic Losses

  • Insured losses due to climate disasters (floods, fires, hurricanes) have become multiple standard deviations above the 1980s–2000s averages.

  • Insurance companies and reinsurers now treat some events as no longer “tail risk” but regular occurrences.

From the album “Deviation

The Human Induced Climate Change Experiment