Patrick

First Principles Daily

A daily narrative podcast that reasons about the world from first principles — the 'magic wand number' and the 'Idiot Index'. Episodes alternate between a concrete example of first-principles thinking in action (historical and modern — Ford, Bessemer, the shipping container, solar, batteries, and sometimes Musk's teams) and a deep exposé on an industry ripe for the same treatment. AI Disclosure: This podcast is curated by Patrick but uses AI-generated voice synthesis for audio production.

Author

Patrick

Category

Technology

Podcast website

nerranetwork.com

Latest episode

Jul 10, 2026

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Episodes

Ep 35: Copper cables costing thousands per kilometer gave way to glass strands worth pennies once engineers treated data movement as a purity problem instead of a wiring problem. 10.07.2026

Copper cables costing thousands per kilometer gave way to glass strands worth pennies once engineers treated data movement as a purity problem instead of a wiring problem. Segment 1 — The Cold Open Copper wire once set the physical limit on how much information could move between cities. Electrical resistance and the skin effect forced engineers to add repeaters every few kilometers and accept dat...

Ep 34: A mile of subway can cost two billion dollars in one city and a tenth that in another, even with similar rock and water tables, because the raw materials and boring hours explain almost none of the difference. 09.07.2026

A mile of subway can cost two billion dollars in one city and a tenth that in another, even with similar rock and water tables, because the raw materials and boring hours explain almost none of the difference. Segment 1 — The Cold Open In high-cost cities a single mile of new subway routinely lands between one and three billion dollars, while comparable tunnels elsewhere finish for two or three hu...

Ep 33: Messages crossed the Atlantic in two weeks by ship until engineers treated the ocean floor itself as the medium and moved a word in minutes. 08.07.2026

Messages crossed the Atlantic in two weeks by ship until engineers treated the ocean floor itself as the medium and moved a word in minutes. Segment 1 — The Cold Open Before the electric telegraph, any word sent from London to New York traveled inside a mail pouch on a steam packet that required roughly fourteen days to complete the crossing. The binding limit was the physical speed of the hull th...

Ep 32: Burning fuel for heat hits a hard 100% efficiency wall, yet heat pumps routinely deliver three to four times more heat than the electricity they consume by moving heat instead of creating it. 07.07.2026

Burning fuel for heat hits a hard 100% efficiency wall, yet heat pumps routinely deliver three to four times more heat than the electricity they consume by moving heat instead of creating it. Segment 1 — The Cold Open A typical home heating bill today reflects the cost of generating heat from scratch, whether through gas combustion or electric resistance. ... AI Disclosure: This podcast is curated...

Ep 31: Before interchangeable parts, a musket cost many times its raw iron and wood because every component had to be hand-fitted by skilled craftsmen. 06.07.2026

Before interchangeable parts, a musket cost many times its raw iron and wood because every component had to be hand-fitted by skilled craftsmen. Segment 1 — The Cold Open In the late eighteenth century a finished musket might require dozens of hours of filing and fitting after the parts left the forge, even though the iron stock itself was inexpensive commodity material. ... AI Disclosure: This po...

Ep 30: Replacing a lead service line costs thousands of dollars, yet the pipe material itself is worth only tens of dollars — the price is almost entirely in the digging, records, and restoration. 05.07.2026

Replacing a lead service line costs thousands of dollars, yet the pipe material itself is worth only tens of dollars — the price is almost entirely in the digging, records, and restoration. Segment 1 — The Cold Open Millions of homes still draw water through lead service lines that run from the street main to the building. ... AI Disclosure: This podcast is curated by Patrick but uses AI-generated...

Ep 29: Before Gutenberg a book cost as much as a house; afterward the marginal cost of another page fell toward paper and ink alone. 04.07.2026

Before Gutenberg a book cost as much as a house; afterward the marginal cost of another page fell toward paper and ink alone. Segment 1 — The Cold Open In 1450 a handwritten Bible required months of a trained scribe’s time and sold for a sum that could buy a small farm. Fifty years later a printed edition of the same text could be produced in days and sold for the price of a few days’ wages. ... A...

Ep 28: A century after insulin's patent sold for a dollar, vials still list for hundreds despite raw-material costs in the low single digits. 03.07.2026

A century after insulin's patent sold for a dollar, vials still list for hundreds despite raw-material costs in the low single digits. Segment 1 — The Cold Open A single vial of analog insulin that reaches a pharmacy counter at several hundred dollars contains a few dollars' worth of amino acids, salts, and growth media when the atoms are counted at commodity prices. ... AI Disclosure: This podcas...

Ep 27: The real price of artificial light has fallen roughly ten thousandfold since whale-oil lamps, because each generation measured lumens delivered rather than lamps sold. 02.07.2026

The real price of artificial light has fallen roughly ten thousandfold since whale-oil lamps, because each generation measured lumens delivered rather than lamps sold. Segment 1 — The Cold Open In 1800 a typical household paid the equivalent of several days’ wages for the amount of light now supplied by a single LED bulb costing a few dollars and drawing a few watts. ... AI Disclosure: This podcas...

Ep 26: Most collected recyclables cost more to sort than the raw materials they contain are worth — except for a few that already beat that floor. 01.07.2026

Most collected recyclables cost more to sort than the raw materials they contain are worth — except for a few that already beat that floor. Segment 1 — The Cold Open A ton of mixed household recyclables arrives at a modern sorting facility carrying perhaps thirty or forty dollars of recoverable aluminum, a few dollars of glass cullet, and a few more dollars of assorted plastics once they are clean...

Ep 25: Before containers, dock handling often cost more than the sea voyage itself; afterward the entire system converged on the steel-and-fuel floor. 30.06.2026

Before containers, dock handling often cost more than the sea voyage itself; afterward the entire system converged on the steel-and-fuel floor. Segment 1 — The Cold Open In the 1950s a typical break-bulk freighter spent three weeks or more tied to the pier while gangs of longshoremen moved cargo crate by crate, pallet by pallet. A single ship might require two hundred workers and hundreds of separ...

Ep 24: Indoor farms sell lettuce at premium prices, yet the electricity to replace sunlight often exceeds the value of the crop itself. 29.06.2026

Indoor farms sell lettuce at premium prices, yet the electricity to replace sunlight often exceeds the value of the crop itself. Segment 1 — The Cold Open Vertical farms stack crops in controlled rooms and promise reliable local harvests without weather or long supply chains. The finished head of lettuce reaches the store at prices several times higher than field-grown equivalents, even though the...

Ep 23: Two brothers spent a few dollars on fabric and wire to solve aircraft control while rivals spent fortunes on engines that still crashed. 28.06.2026

Two brothers spent a few dollars on fabric and wire to solve aircraft control while rivals spent fortunes on engines that still crashed. Segment 1 — The Cold Open In 1901 the best-funded aviation teams in the United States were ordering larger steam engines and thicker spruce spars, yet their machines still tumbled out of the sky the moment a gust arrived. ... AI Disclosure: This podcast is curate...

Ep 22: Geothermal could supply steady power anywhere if the cost of reaching hot rock fell to the price of pipe and steel alone. 27.06.2026

Geothermal could supply steady power anywhere if the cost of reaching hot rock fell to the price of pipe and steel alone. Segment 1 — The Cold Open A few kilometers down, the rock under most places on Earth already sits at temperatures that could drive a turbine without any fuel at all. Yet geothermal supplies only a tiny fraction of global electricity because the dominant expense is not heat but...

Ep 21: Before 1909, nitrogen for crops came from finite mines and seabird droppings; the Haber-Bosch process turned the air itself into an unlimited supply. 26.06.2026

Before 1909, nitrogen for crops came from finite mines and seabird droppings; the Haber-Bosch process turned the air itself into an unlimited supply. Segment 1 — The Cold Open Before the twentieth century, every additional hectare of productive farmland depended on shipments of Chilean saltpeter or Peruvian guano whose deposits were visibly shrinking. ... AI Disclosure: This podcast is curated by...

Ep 20: In 1941 the world’s penicillin could treat only a handful of patients; three years later it covered every Allied casualty on D-Day because the process was rebuilt around oxygen transfer and reactor volume instead of flask surface area. 25.06.2026

In 1941 the world’s penicillin could treat only a handful of patients; three years later it covered every Allied casualty on D-Day because the process was rebuilt around oxygen transfer and reactor volume instead of flask surface area. Segment 1 — The Cold Open In the spring of 1941 a single patient in Oxford received the entire British stock of penicillin, and when the drug appeared in his urine...

Ep 19: A commercial kitchen build-out can run half a million dollars, yet the raw steel, compressors, and ductwork inside point to a far lower floor. 24.06.2026

A commercial kitchen build-out can run half a million dollars, yet the raw steel, compressors, and ductwork inside point to a far lower floor. Segment 1 — The Cold Open A typical restaurant kitchen build-out lands between three hundred thousand and six hundred thousand dollars before the first plate leaves the pass. ... AI Disclosure: This podcast is curated by Patrick but uses AI-generated voice...

Ep 18: The first human genome cost billions and took thirteen years; today the same sequence costs a few hundred dollars in hours because someone treated DNA as millions of parallel reactions instead of one at a time. 23.06.2026

The first human genome cost billions and took thirteen years; today the same sequence costs a few hundred dollars in hours because someone treated DNA as millions of parallel reactions instead of one at a time. Segment 1 — The Cold Open The Human Genome Project delivered one complete sequence at a reported cost on the order of three billion dollars after thirteen years of work. Today a whole human...

Ep 17: Hearing aids that cost thousands per pair contain electronics worth only tens of dollars; the gap is not the silicon but the bundled model that has kept prices high. 22.06.2026

Hearing aids that cost thousands per pair contain electronics worth only tens of dollars; the gap is not the silicon but the bundled model that has kept prices high. Segment 1 — The Cold Open A modern prescription hearing aid pair often leaves the clinic at two to four thousand dollars. ... AI Disclosure: This podcast is curated by Patrick but uses AI-generated voice synthesis for audio production...

Ep 16: An LED bulb that cost fifty dollars in 2010 now sells for a few dollars because its price was driven toward the cost of the semiconductor die and phosphor inside. 21.06.2026

An LED bulb that cost fifty dollars in 2010 now sells for a few dollars because its price was driven toward the cost of the semiconductor die and phosphor inside. Segment 1 — The Cold Open In 2010 a typical LED replacement for a 60-watt incandescent carried a retail price between forty and fifty dollars. The same light output today is available for two to three dollars. ... AI Disclosure: This pod...

Ep 15: Prescription glasses retail for hundreds yet contain just dollars of polycarbonate and metal — why hasn't the cost fallen toward the material floor? 20.06.2026

Prescription glasses retail for hundreds yet contain just dollars of polycarbonate and metal — why hasn't the cost fallen toward the material floor? Segment 1 — The Cold Open Walk into any optical shop and a finished pair of prescription glasses can easily leave the counter at three hundred dollars or more. ... AI Disclosure: This podcast is curated by Patrick but uses AI-generated voice synthesis...

Ep 14: In the 1850s aluminum cost more than gold at the table of Napoleon III because no one could separate it cheaply from its oxide. 19.06.2026

In the 1850s aluminum cost more than gold at the table of Napoleon III because no one could separate it cheaply from its oxide. Segment 1 — The Cold Open In the middle of the nineteenth century a small bar of aluminum sat at the center of Napoleon III’s most exclusive dinner service while guests of lesser rank ate from plates of gold. The metal was the most common element in the Earth’s crust yet...

Ep 13: Capturing carbon dioxide from air today costs hundreds or thousands of dollars per ton, yet thermodynamics sets an energy floor far below that price. 18.06.2026

Capturing carbon dioxide from air today costs hundreds or thousands of dollars per ton, yet thermodynamics sets an energy floor far below that price. Segment 1 — The Cold Open Direct air capture plants now spend hundreds to thousands of dollars to pull one ton of carbon dioxide out of the atmosphere. The concentration is only about four hundred parts per million, so every cubic meter of air holds...

Ep 12: Rockets once priced at roughly ten thousand dollars per kilogram to orbit now reach a few thousand through reuse — because the question changed from building expendables cheaper to whether the hardware must be thrown away after one flight. 17.06.2026

Rockets once priced at roughly ten thousand dollars per kilogram to orbit now reach a few thousand through reuse — because the question changed from building expendables cheaper to whether the hardware must be thrown away after one flight. Segment 1 — The Cold Open For most of the space age a Falcon 9-class booster would have been discarded after a single flight, its tanks, engines, and avionics c...

Ep 11: Transmission lines that could cost a few times their copper and steel now run many times that because the real expense sits in permits, queues, and custom builds. 16.06.2026

Transmission lines that could cost a few times their copper and steel now run many times that because the real expense sits in permits, queues, and custom builds. Segment 1 — The Cold Open A new high-voltage transmission line in the United States today can cost several million dollars per mile even though the copper, aluminum, and steel inside it represent only a modest fraction of that total. ......

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