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Economy

Moore’s Law, Swanson’s Law, Wright’s Law: The Hidden Engine

We name them after the people who noticed them. Moore's Law — named for Gordon Moore, the Intel co-founder who observed in 1965 that the number of transistors on a chip doubled roughly every 18 months. Swanson's Law — named for Stanford professor Richard Swanson, who documented that solar panel costs fell 20% with every doubling of cumulative production. Wright's Law — named for Theodore Wright, who found in 1936 that manufacturing costs fell predictably as cumulative output grew.

These are different industries, different technologies, different centuries. And yet the curves look almost identical. Each describes relentless, compounding cost reduction. Each has proven durable over decades. Each has driven transformations that remade civilization.

We call them laws, which implies they are forces of nature — inevitable, physics-driven, independent of human choice. They are not. They have a mechanism. And the mechanism, in every single case, is the same: competition.

The Mechanism: What Competition Actually Does

When companies compete for customers, they face a simple and relentless pressure: deliver more value for less money, or lose the sale. That pressure — multiplied across thousands of engineers, hundreds of firms, dozens of countries, year after year — is not abstract. It produces specific behaviors.

Companies that must compete invest in R&D to find cheaper manufacturing processes. They redesign supply chains to eliminate waste. They attract and concentrate talent by paying for breakthrough results. They share knowledge inadvertently as employees move between firms and as ideas diffuse through published research and industry conferences. Each incremental improvement is documented, builds on the last, and compounds.

This is the learning curve. The more you make something, the better you get at making it. And the better you get, the more you can sell, which means you make more, which means you get better still. The curve is not inevitable. It requires the pressure to keep improving. It requires competitors who will take your customers if you stop. Remove the competition, and the pressure evaporates. The curve flattens — or disappears entirely.

The improvement curves we name after scientists and engineers are not laws of nature. They are what free markets and competition produce, documented after the fact by people who were sharp enough to notice the pattern. The observation is theirs. The engine is ours — and only ours when we are free to compete.

Five Curves, One Engine

Semiconductors. When Gordon Moore made his observation in 1965, Intel did not yet exist. The semiconductor industry was already competitive — Fairchild, Texas Instruments, and others were fighting for the same customers in the same nascent market. The competition drove investment, investment drove improvement, improvement drove the curve.

Consider the contrast: in the 1960s and early 1970s, IBM dominated computing through long-term customer contracts, proprietary architectures, and a bundled sales model that effectively locked out rivals. IBM's mainframe customers faced no meaningful competitive pressure to improve. IBM did not face meaningful competitive pressure to improve. The result was decades of incremental progress, not exponential progress. When competition finally arrived — first through the minicomputer makers, then the PC revolution, then the open standards movement — the pace of improvement in every dimension accelerated dramatically. Not because the physics changed. Because the competitive pressure changed.

Today, 50+ billion transistors fit on a single chip. In 1971, Intel's first commercial microprocessor held 2,300. The price per transistor has fallen to essentially zero. Every doubling along that curve was driven by Intel vs. AMD vs. TSMC vs. Samsung — each spending billions to outcompete the others. The law is Moore's. The engine is competition.

Solar. Swanson's observation — 20% cost reduction per doubling of cumulative capacity — has held for nearly five decades. The mechanism is 10,000+ solar manufacturers competing globally across China, Germany, the United States, South Korea, and dozens of other countries, all fighting for market share in the world's fastest-growing energy market.

Compare this to the government-sponsored solar programs of the 1970s and 1980s. Solyndra, the US Department of Energy's flagship solar investment, absorbed over $500 million in federal loan guarantees and collapsed in 2011. It was not competing; it was being subsidized. It produced no learning curve. The private manufacturers competing for real customers — with real revenue at stake — drove the 90% cost reduction over 13 years that Swanson's Law predicted. The observation is Swanson's. The engine is competition.

Space launch. There is no official name yet for the curve that describes what happened to the cost of reaching orbit after SpaceX entered the market. But the numbers tell the story. The Space Shuttle — a government monopoly on US launch capability — cost approximately $54,000 per kilogram to orbit. It operated for 30 years with no meaningful cost reduction, because there was no competitive pressure to reduce costs. It was the only option. NASA paid whatever it cost.

Then SpaceX competed. The Falcon 9 brought the cost to $2,720 per kilogram — a 95% reduction. Starship, currently in testing, targets approximately $100 per kilogram. No government program, no scientific breakthrough, no new physics enabled this reduction. The same rocket equation, the same orbital mechanics, the same atmosphere. Different competitive pressure. When launch was a government monopoly, no curve existed. When competition arrived, the curve began immediately. The engine is competition.

Pharmaceuticals. The pharmaceutical generic market is perhaps the most direct real-world test of competition's mechanism — because it runs the experiment with a switch. While a drug is under patent, the manufacturer holds a monopoly. There is no competitive pressure on price. Prices stay high or rise. The day the patent expires, generic manufacturers enter. Prices fall 80–90% within months.

The same molecule. The same formula. The same manufacturing process. Entirely different competitive environment. Entirely different price curve. The GLP-1 revolution — the metabolic drugs that are transforming obesity treatment — will follow this same arc. As patents expire and competition enters, the drugs that currently cost hundreds of dollars per month will become accessible at a fraction of the price. The mechanism is identical to every other curve. The engine is competition.

Telecom. For most of the twentieth century, AT&T operated as a regulated monopoly. It held exclusive rights to the long-distance telephone network. The result was a rotary phone technology that remained essentially unchanged for decades. Prices did not fall. Service did not meaningfully improve. The monopoly had no reason to improve and no pressure to try.

The 1984 breakup of AT&T created the Baby Bells and opened long-distance to competition. Prices collapsed. Mobile phone technology emerged and proliferated at extraordinary speed. The internet era followed. None of this required new physics. It required competitive pressure. The breakup did not create new technology — it created competition, which created the pressure, which produced the improvement curves that followed.

Five Improvement Curves — One Engine
Moore's Law (Semiconductors) — Transistor count doubles every ~18 months; price per transistor approaches zero. Competitive market: Intel vs. AMD vs. TSMC vs. Samsung. Without competition: IBM mainframe era — no exponential curve. Source: Intel, TSMC annual disclosures; industry learning curve data
Swanson's Law (Solar) — 20% cost reduction per doubling of cumulative capacity; 90%+ reduction since 2010. Competitive market: 10,000+ global manufacturers. Without competition: Solyndra and government programs required perpetual subsidy. Source: IRENA Renewable Power Generation Costs, 2024
The SpaceX Curve (Launch) — $54,000/kg (Space Shuttle, government monopoly) → $2,720/kg (Falcon 9) → ~$100/kg (Starship target). 95% reduction. Without competition: 30 years, no cost reduction. Source: NASA cost analysis; SpaceX public pricing
Generic Drug Curve (Pharma) — Patent expires → generic competition enters → price drops 80–90% within months. Same molecule, same formula. Different competitive environment. Different price. Source: FDA Generic Drug Access & Biosimilars report, 2023
Telecom (Post-AT&T Breakup) — Monopoly era: prices stable, rotary phones for decades. Post-1984 competition: prices collapsed, mobile revolution, internet era followed. Same infrastructure. Different competitive pressure. Source: FCC historical telecom pricing data; US v. AT&T antitrust record

The Tell: What Happens When Competition Disappears

The clearest evidence for any mechanism is the counter-case. If competition is the engine behind every improvement curve, then markets without competition should show no improvement curves. The data on this is unambiguous.

The United States Postal Service holds a legal monopoly on first-class mail delivery. It has no competitor who can take its customers. The result: no meaningful efficiency curve in fifty years. The cost of a first-class stamp has risen from $0.06 in 1971 to $0.73 today — not because the underlying cost of delivery improved, but because there was no competitive pressure to make it do so. The USPS is not poorly managed; it is uncompeted.

US healthcare is the most thoroughly regulated and least price-transparent major market in the American economy. It is also the sector with the fastest-rising costs and the slowest improvement per dollar spent relative to every other major sector. This is not a coincidence. Regulatory capture, hospital consolidation, insurance complexity, and opaque pricing have combined to produce the market equivalent of a series of interlocking monopolies. No competitive pressure on the patient-facing price. No improvement curve. Costs rise every year, regardless of technological advances elsewhere in medicine.

Cable television before streaming: regional cable companies operated as legal geographic monopolies. No competitor could enter their territory. Prices rose every year. Service stagnated. Innovation was minimal. Then Netflix launched, then Amazon Prime Video, then Disney+, then the rest. Suddenly the cable companies discovered they could offer better service, clearer pricing, streaming functionality, and actually compete on value. The technology was available the entire time. The competitive pressure was not.

Soviet industrial production across five decades offers the most comprehensive counter-example. Central planning with no competition produced no learning curves. Steel output, energy efficiency, manufacturing quality — all improved at a fraction of the rate seen in competitive Western economies during the same period. The same access to scientific knowledge. No competitive pressure. No curve.

Remove competition, remove the curve. Every time. This is not ideology. It is the observable record.

80–90%
Generic drug price drop — same molecule, same formula The day a pharmaceutical patent expires and generic competitors enter, prices fall 80–90% within months. Not because of new science — because competition switched on. This is the clearest demonstration that competition, not chemistry, is the mechanism behind price improvement curves.
95%
SpaceX launch cost reduction vs. Space Shuttle — 15 years of competition The Space Shuttle operated for 30 years as a government monopoly with no cost reduction: $54,000/kg. Falcon 9 brought it to $2,720/kg. The same orbital mechanics, different competitive pressure. The government monopoly produced no curve. Competition produced a 95% reduction in 15 years.

"The improvement curves we name after scientists and engineers are what free markets produce, documented after the fact. The observation is theirs. The engine is competition — and only competition."

The Untold Story Behind Every Bold Arc Breakthrough

Look at virtually every breakthrough story covered on this site. 800 million people escaping extreme poverty — driven by economies that opened to competition, trade, and market pricing after decades of planned or closed systems. Solar powering billions at a fraction of its former cost — driven by 10,000 manufacturers fighting for market share. Space becoming an accessible commercial platform — driven by SpaceX breaking a government launch monopoly. Life-changing metabolic drugs — driven by pharmaceutical companies racing to capture a massive market before competitors do. AI transforming white-collar work — driven by OpenAI, Anthropic, Google, Meta, and dozens of others in one of the most competitive capability races in modern history.

Behind almost every one: a competitive market. Not a government program. Not a brilliant individual working in isolation. Not inevitability. Companies competing for customers, forced to deliver more for less, compounding their improvements year over year, following curves that look, in retrospect, like laws of nature — but are not.

The media covers the breakthroughs. It names the curves after the scientists who noticed them. It rarely names the mechanism. That mechanism is not romantic. It does not make for heroic narratives. Competition is anonymous, distributed, and sometimes brutal. But it is the most reliable engine for human improvement that has ever existed.

A clarification that matters: none of this argues that government has no role. Government sets the rules that allow competitive markets to function — property rights, contract enforcement, rule of law, antitrust protection, the basic infrastructure of a functioning economy. Without that foundation, competitive markets cannot exist. What government cannot do is substitute for competition. Government production, government monopoly protection, and regulatory complexity that blocks new entrants do not improve over time. They are static by design.

The Arc of human progress — the documented, evidence-grounded, decades-long improvement in nearly every measurable dimension of human welfare — runs through competitive markets. That is the story almost no one is telling. The laws we name after scientists and engineers are, at their core, one law. Call it what it is: the Law of Competition. The curves are its signature. The monopolies and heavily regulated sectors that lack them are its proof.

The names are Moore's, Swanson's, Wright's. The engine belongs to all of us — when we are free to compete.