Tag: infrastructure

Categories
AI Software

The Thermodynamics of Thought

For the last two decades, we have lived in the era of zero marginal cost. The defining characteristic of the internet age was that once software was written, distributing it to the billionth user cost virtually the same as distributing it to the first. We grew accustomed to the economics of abundance—infinite copies, infinite reach, lightweight infrastructure.

But the recent commentary regarding the true nature of Artificial Intelligence forces a jarring mental correction:

“AI is not software riding on old infrastructure. It is a new industrial system that converts energy into intelligence – requiring a capital stack measured in trillions, not billions.”

This distinction is not merely semantic; it is physical.

When we view AI through the lens of traditional SaaS (Software as a Service), we miss the magnitude of the shift. We are looking for an app; what is being built is a refinery. We are witnessing a return to heavy industry, but the commodity being refined isn’t crude oil—it is information, and the byproduct is reasoning.

This requires us to think less in terms of code and more in terms of thermodynamics. In this new industrial system, intelligence is an energy-intensive output. Every token generated, every inference drawn, requires a specific, measurable conversion of electricity into heat and computation. Unlike the static code of a website, an AI model is a furnace. It must be fueled constantly.

This explains the capital stack. We are seeing numbers that seem irrational in the context of venture capital—trillions, not billions. But if you view a data center not as a server farm, but as a power plant that generates intelligence, the numbers align with historical precedents. We are not funding startups; we are funding the modern equivalent of the electric grid, the transcontinental railroad, or the petrochemical complex.

We are pouring concrete, smelting copper, and manufacturing silicon on a planetary scale. The “cloud” was always a misleading metaphor—it sounded fluffy and ethereal. The reality of the AI transition is heavy, hot, and incredibly expensive.

We are moving from an era where we organized the world’s information (low energy) to an era where we synthesize new reasoning (high energy). We are building a machine that eats electricity and excretes intelligence. That isn’t a software update; that is a new industrial revolution.

Categories
Africa Energy

Carrying the Light

We often imagine that the solutions to our biggest problems will be loud. We expect them to arrive with the ribbon-cutting of a massive power plant, the roar of a new turbine, or the stroke of a pen on comprehensive legislation.

But in South Africa, where the national grid has become a flickering ghost of its former self, the solution isn’t arriving with a bang. It is arriving in the form of a 23-pound box, carried by hand into a tin shack, priced at two dollars a day.

I was reading a recent story in The New York Times about the rental battery boom in townships like Tembisa. It describes a barber, Anselmo Munghabe, who was forced to close his shop for a month because the grid couldn’t keep his clippers running. His livelihood—his connection to his community—was severed not by a lack of skill, but by a lack of voltage. Then came the rental batteries: portable, solar-charged blocks of energy that can be rented, used to power a business or a nebulizer or a television, and then swapped out.

“Renting a small battery is far cheaper than buying solar panels and batteries outright. ‘I think this is a game changer,’ said Ifeoma Malo… ‘This is creating inclusiveness in access.'” — The New York Times

There is something profoundly philosophical in this shift from the “macro” to the “micro.” For decades, the assumption was that the state provides the power, and the citizen consumes it. It was a vertical relationship, dependent on the stability of the giant at the top. But as South Africa’s coal-heavy grid stumbles under the weight of age and mismanagement, that vertical trust has broken. In its place, a horizontal, modular resilience is emerging.

This isn’t just about electricity; it is about agency. When you rent a battery for the day, you are no longer waiting for permission to work, to learn, or to breathe. You are uncoupling your fate from the failures of the system. It reminds me of the way the internet decentralized information—now, solar technology and battery storage are decentralizing the very energy of life.

Of course, there is a melancholy here, too. It is an indictment of a system that forces its most vulnerable citizens to pay a premium for what should be a basic utility. And yet, there is undeniable beauty in the adaptation. We see the grandmother powering her TV to stay connected to the world, and the barber sweeping hair from the floor under the glow of an LED strip powered by stored sunlight.

We spend so much time waiting for the world to be fixed from the top down. But perhaps the real story of our time is that we are learning to carry the light ourselves, one heavy, rental box at a time.

Categories
AI Infrastructure

Manholes

Heard a funny story this morning from Ben Bajarin on one of his podcasts. He said that with so much construction going into data centers, power, etc that among the items in short supply are manhole covers!

I suspect China and India don’t lack for manhole covers!!!

Categories
Books Connections Creativity Innovation

Boom! Unintended Consequences: From Dynamite to the FBI

In his latest book, The Infernal Machine: A True Story of Dynamite, Terror, and the Rise of the Modern Detective, Steven Johnson explores a fascinating paradox: Alfred Nobel, the inventor of dynamite and founder of the Nobel Peace Prize, unwittingly provided a weapon for radical anarchists. Nobel, seeking a safe way to harness the power of nitroglycerin for infrastructure projects, unleashed a destructive force that could be wielded by a single individual.

The chaos caused by anarchist bombings sparked a national outcry for a more sophisticated federal response to crime.Enter a young J. Edgar Hoover, who at the time was a rising star in the Bureau of Investigation (BOI), a precursor to the FBI. Hoover, with his keen eye for organization and ambition, saw the anarchist threat as an opportunity to transform the BOI into a powerful national agency. Johnson explores how the BOI’s pursuit of anarchists under Hoover’s leadership laid the groundwork for the FBI’s methods and tactics. While effective in capturing some dangerous criminals, these tactics also foreshadowed the FBI’s later controversies surrounding surveillance and civil liberties.

The chilling irony is that the fight against anarchists fueled by dynamite led to the very surveillance methods we grapple with today, a legacy with both significant benefits and sometimes serious drawbacks.

Johnson, a master storyteller, weaves these narratives together in a way that reminds me of another historical connector,James Burke, and his classic series “Connections.” Both shine a light on the unexpected ways seemingly unrelated events can be deeply intertwined.