This article introduces concepts from my two paired working papers, ‘A Socio-Economic Thermodynamic (SETE) Model’ and ‘The Path to the Singularity’, now available for peer review.
Update: SETE2.0 is now available.
The Oracle of the Status Quo
I recently performed a general Google search for ‘Peak Oil’.
I didn’t have to dig deep for the official narrative. The very first suggestion under the “People also ask” feature—the algorithm’s attempt to predict the most relevant context for a human inquirer—offered this definitive answer:
“Peak oil has been predicted for 150 years. It has never happened, and it will stay this way.”
This statement is fascinating not because it is true, but because it is a perfect artefact of our time. It is not a scientific observation; it is an ideological immune response.
The algorithm isn’t hallucinating; it is acting as a mirror. It faithfully reflects the consensus dogma of our political economy. In my companion paper, The Path to the Singularity, I trace this immune response back to the Strong Enlightenment tradition. This dominant ‘operating system’ insists that human ingenuity (technology) can overcome any biophysical limit, assuming that if we run out of a resource, the price will rise, and we will simply invent a substitute.
To the algorithm—and the economists who trained it—energy is just a number on a spreadsheet.
But to a physicist, energy is the capacity to do work. And by that metric, the ‘Peak’ isn’t a future fear. It is a historical event that happened nearly twenty years ago. The reason we don’t feel it yet is that we aren’t looking at the engine; we are looking at the dashboard.
The Power-to-Weight Crisis
If you listen to the financial news, the global economy is treated like a motorcycle. It is assumed to be light, agile, and responsive. The logic follows that if the fuel price drops, we can simply drive faster.
This makes a fatal category error. It assumes the vehicle hasn’t changed.
In 1950, the global economy was indeed a motorcycle. It was lightweight and powered by high-octane conventional crude (with an Energy Return on Energy Invested, or ERoEI, of 100:1). It had a massive surplus of power relative to its weight.
By 2025, the economy has calcified. It is no longer a motorcycle; it has become a Leviathan on rails.
Over the last 75 years, we have accumulated massive Societal Mass (M). We have built a system that is no longer just a vehicle for movement, but a massive, self-contained ecosystem carrying billions of passengers. It is a heavy, metal shell hurtling through an increasingly hostile thermodynamic environment.
This machine has tremendous Inertia. It requires a colossal, constant input of energy just to keep the internal heating on, the lights functioning, and the wheels turning against the friction of the tracks.
Crucially, this machine cannot stop. If velocity drops below a certain threshold, the systems fail, the heating dies, and the passengers freeze. The engine must be kept fed at all costs.
The crisis we face isn’t just that the fuel is getting expensive. The crisis is that our Power-to-Weight Ratio has collapsed. We are trying to pull a civilisation that weighs 100x more than it did in 1950, using a fuel source that is thermodynamically half as potent.
The Physics of the Trap: Introducing the SETE Model
In the technical companion paper, I formalise this relationship using the SETE (Socio-Economic Thermodynamic Entropy) Model. It moves beyond simple supply/demand charts to model the political economy as a physical body in motion.
In the paper, I describe the economy as a mass in Orbit around a central Singularity. Just as a satellite must maintain velocity to avoid crashing into the planet, our economy must maintain energetic throughput to avoid collapsing into disorder (entropy).
While the mathematics models a Decaying Orbit (a loss of altitude due to drag), the physical reality feels more like a heavy freight train stalling on an incline.
To understand why the train is stalling, you only need to understand three variables:
1. The Weight: Inertial Mass (M = MMaterial + MIdeological)
The SETE model defines Mass (M) as the sum of two burdens. First, the Material Mass: the physical weight of our suburbs, aging grids, and supply chains. Second, the Ideological Mass (explored in Path to the Singularity): the accumulated weight of our institutions, debts, and ‘Strong Enlightenment’ beliefs. Every dollar of debt printed is a promise to drag this combined weight further. We are increasing the load on the engine precisely when the fuel quality is dropping.
2. The Friction: The Air Gets Thicker (Entropic Drag Fdrag)
People assume trains roll easily, but at high speeds, Air Resistance dominates. In our economy, this is the friction of complexity. The faster we try to go (to grow our way out of debt), the harder the environment pushes back. The energy cost of everything—from mining copper to fighting pandemics—is rising non-linearly. Adding more cars (M) increases the surface area, which also increases the drag. We are burning fuel just to push the air out of the way.
3. The Speed Trap: You Can’t Cheat Physics (Technological Solutionism Itech)
We think technology can save us. But trying to build a whole new ‘Green’ train while the old one is still moving requires a massive burst of speed. In physics, doubling your speed quadruples your drag. This creates the Event Horizon (H): attempting to accelerate out of the crisis burns through our remaining reserves so fast that it accelerates us toward the crash (the Singularity Scrit) instead of escaping it.
The Smoking Gun: The “Unforeseen Consequences”
Critics often dismiss biophysical economics as “doom-mongering”. But the data isn’t coming from the fringe; it is buried in the archives of the British State.
In 2014, the UK Department for International Development (DFID) commissioned a report on the ‘ERoEI of Global Energy Resources’ (Report 60999).
The findings were stark. The authors (led by Dr. Charles Hall) warned that as the Energy Return on Energy Invested (ERoEI) of our fuel supply drops, society is forced to divert capital from growing the economy to merely feeding the engine. The report uses the term EROI, but that’s just a matter of convention.
“Declining EROI, at the societal level, means that an increasing proportion of energy output is diverted to attaining the energy needed to run an economy, leaving less discretionary funds available for ‘non-essential’ purchases which often drive growth.” — DFID Report 60999 (2014)
They explicitly warned of “unforeseen consequences”. Ten years later, we are living in them: persistent inflation, crumbling public services, and a cost-of-living crisis. The government had the physics manual in 2014. They chose to ignore it because it contradicted their economic ideology.
Energy Laundering: The ‘All-Liquids’ Fiction
So, why does the Google AI say “Peak Oil never happened”?
Because the official statistics are engaged in Energy Laundering.
When conventional high-quality crude oil peaked around 2006 (Delannoy et al., 2021), we didn’t accept the decline. Instead, we changed the definition of ‘Oil’ to include things that are not oil.
We flooded the statistics with Natural Gas Liquids (NGLs)—which have 30% less energy than oil and can’t power heavy trucks—and Biofuels.
Biofuels are the ultimate thermodynamic fraud. They attack our energy balance from both ends, a ‘thermodynamic pincer movement’:
The Denominator (High Cost): Unlike oil, which flows from pressure, biofuels must be farmed. We burn massive amounts of natural gas (fertiliser) and diesel (tractors) to grow the corn.
The Numerator (Low Quality): The resulting ethanol provides ~33% less energy by volume than petrol, meaning we must burn more just to travel the same distance.
The Laundering Mechanism:
We burn high-quality fossil fuels to produce low-quality agricultural liquids. The statistics count the fossil fuel input as ‘Oil Production’, and then count the biofuel output as more ‘Renewable Production”.
It is the same energy, counted twice, delivered with less punch.
If we strip out this double-counting and measure Net Deliverable Exergy (the useful work remaining after the energy cost of extraction is paid), we see that the real power available to pull our massive train is in terminal decline. We are diluting the fuel tank to hide the fact that it’s running empty.
Conclusion: The Snowpiercer Economy
We have inadvertently built the economic equivalent of Snowpiercer.
In that story, humanity is trapped on a massive train that must keep moving to generate the power required to survive the frozen wasteland outside. The engine is sacred. The velocity is non-negotiable.
Our Societal Mass (M) is the train. Our Entropic Drag (Fdrag) is the friction of the tracks and the crushing resistance of the air. The Singularity (Scrit) is the freeze.
The ‘Linear Thinkers’ and the AI algorithms believe that if we just print more money, manipulate the statistics, or invent a better battery, the train can accelerate forever. They believe the engine is eternal.
But physics is not a stakeholder we can negotiate with. The train is too heavy. The engine is losing power.
The Probability of the Exit
If I were to play the probabilities, I would bet it is useless to try to change the direction of a political-economy this heavy. The inertia is titanic; the vested interests are entrenched. A gambling man would look at the odds of successfully ‘leaving the train’—structurally reducing our mass and changing our entire metabolic trajectory—and walk away.
But that misses the point entirely.
It is not about being ‘right’, or calculating a high probability that structural change will succeed. It is about the binary nature of the cliff edge. If we stay on the current track, the probability of hitting the Singularity is 100%. The crash is not a risk; it is a mathematical certainty encoded in the physics of the system.
To ‘leave the train’—to attempt the ‘impossible’ structural shift—is terrifying. It looks like a jump into the void. But we do not take the leap because there is a good chance it will work. We take it because if we don’t change, there is no chance at all. We are not playing for a win; we are playing for the mere possibility of a future.
Working Papers:
A Socio-Economic Thermodynamic (SETE) Model: https://zenodo.org/records/17881197
The Path to the Singularity: An Ideological History: https://zenodo.org/records/17881471
Next:
The Agency Trap: Why We Must Fail to Survive
A Note on Tools, Drills, and the x32 ABI: Why I Use AI Images
It seems that a challenge is to get a group to jump off the train together -- in that, a solo attempt (survivalist in a bunker) seems less likely to success than a community. To extend your analogy, if those jumping off the train do so at different times, they may never find one another, because they are scattered at different locations along the tracks. Agreeing to jump together as a community involves the challenge of finding an agreeable community.
A fascinating article, it appears to parallel my research from a psychological perspective into the scale of the denial of societal collapse.
Re your train image, there is a Marx brothers film that as I recall, has a train speeding through the countryside. The camera gradually reveals that it is being powered via tearing apart the carriages and feeding them into the engine.