Chapter 3 / 6 · Innovation

The Idea Machine

For 150 years, American workshops, labs, universities and start-ups have turned ideas into everyday technology. Today that system is still large, but its lead is narrower and more contested than ever.

9 min read25 sources

Photo: Joel Kowsky · Public domain

$1.01T
US spending on research and development in 2024 (PPP dollars), second only to China
OECD, 2026
$285.9B
Private investment in AI companies in the US in 2025, 23 times China's total
Stanford AI Index, 2026
64%
Share of global start-up funding that went to US companies in 2025
Crunchbase, 2026
181
Orbital launch attempts from the US in 2025, a record for any country
Jonathan's Space Report, 2026
59%
Share of US billion-dollar start-ups with at least one immigrant founder (April 2026)
NFAP, 2026

The light bulb, the airplane, the transistor, the internet, GPS, mRNA vaccines and ChatGPT all have something in common: each was invented or first developed in the United States. None of them came from a lone genius alone. Behind them stands a system that took shape over more than a century: government money for risky research, universities that train scientists, companies and investors willing to bet on new ideas, and a steady flow of talent from abroad. This chapter traces how that system was built, what it produces today in chips, artificial intelligence and space, and why many experts now worry about whether it can keep its lead.

From the light bulb to the airplane

America's reputation for invention began in the late 1800s, when a young industrial nation started producing tinkerers who worked like businesses. The most famous was Thomas Edison. At his laboratory in Menlo Park, New Jersey, he and his team developed the first practical incandescent light bulb in 1879.19

Edison understood that a bulb was useless without electricity to power it. So he also designed a complete system of generators, wires, meters and switches. On September 4, 1882, his Pearl Street Station began supplying power to part of New York City, opening the age of electric light.19 By the time he died in 1931, Edison held 1,093 US patents.19

What made Edison new was not just his ideas but his method. Menlo Park was an "invention factory": a team of machinists, chemists and engineers testing idea after idea on a schedule. That model, a research lab organized for steady discovery, would later be copied by giants such as Bell Labs, General Electric and IBM.

A generation later, two bicycle makers from Dayton, Ohio, solved one of history's oldest puzzles. On December 17, 1903, on a beach at Kitty Hawk, North Carolina, Orville Wright flew the Wright Flyer for 12 seconds and 120 feet. Later that morning Wilbur flew 852 feet in 59 seconds.17 The brothers had no university degrees and little money. What they had was careful testing, including their own wind tunnel, and the patience to fail many times before they succeeded.

Black-and-white photograph of the Wright Flyer biplane just after takeoff, with one brother running alongside on the sand
The Wright Flyer lifts off at Kitty Hawk, North Carolina, on December 17, 1903. The first flight lasted 12 seconds.17Photo: John T. Daniels · Public domain

War, computers and the internet

World War II changed how America invented. The government poured money into science to win the war, and scientists delivered radar, new medicines and the first electronic computers. At the University of Pennsylvania, a team led by John Mauchly and J. Presper Eckert built ENIAC for the US Army. Announced in February 1946, it filled a room, weighed 30 tons and used 18,000 vacuum tubes. It could finish in 30 seconds a ballistics calculation that took 12 hours on a desk calculator.18

In 1945, Vannevar Bush, who had run the wartime research effort, sent President Truman a report called Science, the Endless Frontier. It argued that the government should keep funding basic research at universities in peacetime.11 That idea shaped the postwar system and helped lead to the National Science Foundation, created in 1950.7

Two inventions then made modern electronics possible. In 1947, John Bardeen and Walter Brattain at Bell Telephone Laboratories built the first transistor, a tiny switch that could replace bulky vacuum tubes. With William Shockley, they won the 1956 Nobel Prize in Physics.13 About a decade later, Jack Kilby at Texas Instruments and Robert Noyce at Fairchild Semiconductor independently showed how to put many transistors on one piece of semiconductor: the integrated circuit, or microchip. Kilby received the Nobel Prize in 2000.14

When the Soviet Union launched Sputnik in 1957, Washington responded by creating the Advanced Research Projects Agency (ARPA, now DARPA) in 1958 to prevent another "technological surprise."12 ARPA funded a network to link research computers. On October 29, 1969, a computer at UCLA sent the first message to one at the Stanford Research Institute. The system crashed after two letters, "LO," but worked within the hour.23 That network, ARPANET, grew into the internet.

The military also built GPS. The first satellite launched on February 22, 1978, and the full constellation of 24 satellites was declared operational in 1995.16 Today the same signals guide ships, farm tractors and ride-share apps. DARPA itself remains small, with an enacted budget of $4.3 billion for fiscal 2026, but it credits its projects with shaping the internet, voice recognition, GPS receivers small enough for phones and early work on mRNA vaccines.12

Scientific progress is one essential key to our security as a nation, to our better health, to more jobs, to a higher standard of living, and to our cultural progress.
Vannevar Bushletter to President Truman in *Science, the Endless Frontier*, 1945
Two operators setting switches and cables on the tall panels of the ENIAC computer
ENIAC, built at the University of Pennsylvania for the US Army and unveiled in 1946, weighed 30 tons and filled a large room.18Photo: Unidentified U.S. Army photographer · Public domain

Who spends the most on research?

Research and development (R&D) spending measures how much a country invests in new knowledge, from university labs to corporate engineering. For decades the US led easily. In 2024, according to OECD data, China moved just ahead once prices are adjusted for what money buys in each country (PPP).1

Gross domestic spending on R&D, 2024

Billions of US dollars, adjusted for purchasing power (current PPP)

  • China $1,028B
  • United States $1,009B
  • European Union (27) $612B
  • Japan $234B
  • South Korea $162B
  • United Kingdom (2023) $115B
  • Taiwan $77B
  • Israel $39B
Source: OECD Main Science and Technology Indicators, March 2026 edition. EU total is an OECD estimate; UK latest year is 2023.

Both countries now spend about $1 trillion a year. The US still invests a larger share of its economy: 3.4% of GDP in 2024, compared with 2.7% in China and an OECD average of 2.7%. South Korea (5.1%) and Israel (6.8%) spend an even larger share.1

Most US R&D is paid for and carried out by companies. The federal government focuses on basic research, defense and health. Its role in university science produced a famous example: in 2005, Katalin Karikó and Drew Weissman at the University of Pennsylvania discovered how to modify mRNA so the body would not reject it. That work made the COVID-19 mRNA vaccines possible and won the 2023 Nobel Prize in Medicine.15

Federal science budgets are now under pressure. For 2026, the White House proposed cutting the National Science Foundation by 56% and the National Institutes of Health by about 41%. Congress rejected most of those cuts: NSF got $8.8 billion (down 3%) and NIH $47.5 billion (up 1%).7

Silicon Valley, start-ups and chips

The region south of San Francisco got its nickname from the silicon used in chips. Fairchild Semiconductor, where Robert Noyce worked, spun off many new chip companies, including Intel. Over time the area developed a formula that other places have tried to copy: top universities such as Stanford and Berkeley, engineers willing to leave safe jobs, and venture capitalists who fund risky start-ups in exchange for a share of the company.

That formula still attracts most of the world's risk capital. In 2025, investors put about $425 billion into start-ups worldwide, and roughly $274 billion, or 64%, went to US companies. About half of all global venture money went to AI companies.5

Immigrants play an outsized role. A June 2026 study found that 455 of the 775 US start-ups valued at $1 billion or more, or 59%, had at least one immigrant founder. Almost one in four had a founder who first came to America as an international student.8

On patents, the picture is more mixed. In 2025, inventors in China filed 73,718 international patent applications through the World Intellectual Property Organization, compared with 52,617 from the US. US filings fell 3%, the third straight yearly decline.6

Chips show both strength and weakness. American firms design many of the world's most advanced chips, but most are manufactured abroad. Taiwan's TSMC makes almost every leading AI chip.2 The US share of global chip-making capacity fell to about 10% by 2022.9 That year Congress passed the CHIPS and Science Act, signed on August 9, 2022. It set aside $52.7 billion, including $39 billion in manufacturing incentives, plus a 25% tax credit for building chip plants.10 Industry analysts project that US capacity will triple between 2022 and 2032, lifting its global share to 14%, and its share of the most advanced chip production from zero to 28%.9 These are projections, and they depend on factories being finished on time.

Long rows of server racks with blue and white indicator lights inside a modern data center
Chip factories and data centers are the physical backbone of AI. The US hosts 5,427 data centers, about ten times more than any other country.2Photo: Oak Ridge National Laboratory · CC BY 2.0

The race for artificial intelligence

Large language models, the technology behind chatbots, became a mass product when OpenAI released ChatGPT on November 30, 2022.22 Since then, money has poured into AI. Private investment in AI companies in 2025 was heavily concentrated in the United States.3

Private investment in AI companies, 2025

Billions of US dollars

  • United States $285.9B
  • China $12.4B
  • United Kingdom $5.9B
  • France $4.4B
  • Canada $4.3B
  • India $4.1B
  • Germany $3.9B
  • Israel $3.6B
Source: Stanford HAI, 2026 AI Index Report, Chapter 4: Economy, data from Quid. Excludes Chinese government guidance funds.

US private AI investment reached $285.9 billion in 2025, about 23 times China's $12.4 billion and 48 times the UK's $5.9 billion. More than half of the US total, $163.6 billion, went to generative AI. The US also had 1,953 newly funded AI companies, against 172 in the UK and 161 in China.3

Most frontier AI is now built by companies, not universities: industry produced more than 90% of notable AI models in 2025.2 The leading US labs, such as OpenAI, Google DeepMind and Anthropic, need vast amounts of computing power, so cloud providers are spending at record levels. Google alone reported more than $150 billion in capital spending in 2025.3 Consumers are getting real value too. Researchers estimate that Americans gained about $172 billion a year from generative AI tools by early 2026, most of which are free or nearly free.3

These numbers do not tell the whole story. China's government guidance funds are estimated to have put about $184 billion into AI firms between 2000 and 2023, money that does not appear in private investment totals.3 And the performance gap is small: by March 2026, the best American model led the best Chinese model by only 2.7% on a leading benchmark. The US produces more top models, while China leads in AI research papers and patents.2

The new space industry

Space shows how far the public-private model has come. In the 1960s, NASA's Apollo program was run by the government, with thousands of contractors building rockets to its designs. Mathematicians such as Katherine Johnson calculated by hand the paths that carried astronauts into orbit and helped plan the Moon landings.21

Since the 2000s, NASA has increasingly bought launch services from private companies instead of owning the rockets itself. Firms such as SpaceX, Rocket Lab and Blue Origin build and fly their own vehicles, and SpaceX's Falcon 9 lands its first stage so it can be reused. That has turned launches from rare events into a routine business.

The result is visible in the numbers. In 2025, the world attempted a record 329 orbital launches. Launches from the United States made up 181 of them, more than any country has ever managed in one year, and 179 of them reached orbit. China was second with 92 attempts, and Russia third with 17.4 Most US launches carry satellites for internet networks such as Starlink.

China's space program is also growing fast, with its own crewed space station and plans to land astronauts on the Moon. The competition in orbit, as on Earth, is increasingly between the US and China.

A white Falcon 9 rocket rising from the launch pad on a column of bright flame and smoke
A Falcon 9 lifts off from Florida. SpaceX's reusable rockets flew most of the 181 US launch attempts in 2025.4Photo: SpaceX · CC0

Launches to orbit by country

Counting orbital launch attempts in 2025 by the country they lift off from shows how concentrated access to space has become.4

Orbital launch attempts by launch country, 2025

Number of launch attempts

  • United States 181
  • China 92
  • Russia 17
  • New Zealand (US firm Rocket Lab) 17
  • France (Europe's spaceport, French Guiana) 7
  • India 5
  • Japan 4
Source: Jonathan McDowell, Jonathan's Space Report, data updated September 2026. World total: 329 attempts.

The 17 launches from New Zealand were flown by Rocket Lab, a US-headquartered company, so American companies flew about 60% of all launch attempts in 2025. European launches from French Guiana, Indian and Japanese flights together added fewer than 20.4

Lower launch costs matter beyond rockets. Cheaper access to orbit makes it possible to deploy large satellite networks for broadband internet, Earth observation and navigation, which is why launches jumped so quickly: from 262 attempts worldwide in 2024 to 329 in 2025.4

Timeline

Milestones of American invention

Key moments when an American idea became a world technology.

  1. 1879

    A practical light bulb

    Thomas Edison's Menlo Park team develops the first practical incandescent lamp, and in 1882 opens New York's Pearl Street power station.19

  2. 1903

    First powered flight

    Orville Wright flies the Wright Flyer for 12 seconds at Kitty Hawk, North Carolina. Wilbur later flies 852 feet the same morning.17

  3. 1945

    The Endless Frontier

    Vannevar Bush's report urges peacetime federal funding for basic research, setting the pattern for postwar science policy.11

  4. 1946

    ENIAC unveiled

    The Army-funded electronic computer at the University of Pennsylvania is announced to the public.18

  5. 1947

    The transistor

    Bardeen and Brattain build the first transistor at Bell Labs. With Shockley, they win the 1956 Nobel Prize in Physics.13

  6. 1958

    ARPA is created

    Responding to Sputnik, the Defense Department founds the agency now called DARPA to fund bold, high-risk research.12

  7. 1969

    ARPANET's first message

    On October 29, UCLA sends the first message to the Stanford Research Institute: "LO" before the system crashes.23

  8. 1978

    First GPS satellite

    The first Navstar GPS satellite is launched. The full 24-satellite system is declared operational in 1995.16

  9. 2005

    The mRNA breakthrough

    Karikó and Weissman discover how modified mRNA avoids inflammation, the basis of COVID-19 vaccines and the 2023 Nobel Prize.15

  10. 2022

    CHIPS Act and ChatGPT

    Congress approves $52.7 billion for chip-making in August. In November, OpenAI releases ChatGPT to the public.1022

  11. 2025

    A record year in orbit

    The world attempts 329 orbital launches, 181 of them from the United States, the most ever by one country.4

People

The people behind the breakthroughs

Four Americans whose work changed how the world lives, travels and computes.

Thomas Edison
1847–1931

Thomas Edison

Inventor and entrepreneur

Edison turned invention into an organized business. His Menlo Park lab produced the first practical incandescent light bulb in 1879, and his Pearl Street Station lit part of Manhattan in 1882. He collected 1,093 US patents, covering the phonograph, motion pictures and electric power, and built companies to sell his inventions.19

Wilbur and Orville Wright
1867–1912 and 1871–1948

Wilbur and Orville Wright

Aviation pioneers

Two bicycle makers from Dayton, Ohio, with no university training, the brothers tested gliders and built their own wind tunnel. On December 17, 1903, they made the first controlled, powered airplane flights at Kitty Hawk. The longest, flown by Wilbur, covered 852 feet in 59 seconds.17

Grace Hopper
1906–1992

Grace Hopper

Computer scientist and Navy rear admiral

A Yale mathematics PhD, Hopper joined the Navy in World War II and programmed the Harvard Mark I. In 1952 she developed A-0, the first compiler, which translated human-friendly code into machine instructions. She later championed the COBOL language and retired in 1986 at 79, then the Navy's oldest active officer.20

Photo: James S. Davis · Public domain
Katherine Johnson
1918–2020

Katherine Johnson

NASA mathematician

Johnson calculated the trajectory for Alan Shepard's 1961 flight, America's first human spaceflight, and checked by hand the computer's numbers for John Glenn's 1962 orbit. She also worked on Apollo's Moon missions. In 2015 President Obama awarded her the Presidential Medal of Freedom.21

Challenges & debates

Challenges and debates

The American innovation system is productive, but it faces hard questions about power, competition, talent and money.

Technology policy involves real trade-offs between speed, safety, fairness and security, so reasonable people reach different conclusions.

Have a few tech giants become too powerful?

Critics argue

A handful of companies control search, app stores, cloud computing and now much of AI. In 2024 a federal judge ruled that Google illegally kept its monopoly in online search, where it handled about 90% of US queries.24

Dominant firms can buy or copy start-ups before they become rivals, and they are racing to release powerful AI systems faster than rules or safety testing can keep up.

Supporters respond

The same companies fund enormous research budgets and build products used free of charge by billions. Courts have mostly chosen targeted fixes: in 2025 the Google case ended with limits on exclusive contracts and data sharing, not a breakup.24

Breaking up US firms could weaken them against state-backed Chinese rivals, while AI safety is better handled by specific rules than by limiting company size.

Is the US losing the technology race with China?

Critics argue

China now spends slightly more on R&D than the US in PPP terms, files more international patents and has nearly closed the gap in AI model performance.162

China installs more industrial robots than the rest of the world combined, and in 2024 accounted for 54% of all new installations worldwide.3

Supporters respond

The US still attracts far more private investment in AI, 23 times China's total in 2025, and produces more top-tier models and higher-impact patents.32

Spending and patent counts measure inputs, not results. America's universities, capital markets and open society still turn research into global companies more often.

Is the US making it too hard for foreign talent to come?

Critics argue

Immigrants founded 59% of US billion-dollar start-ups, yet the flow of AI researchers moving to the US has fallen 89% since 2017, including 80% in the last year alone.82

A $100,000 payment required since September 2025 for many new H-1B skilled-worker visas is a barrier, although a federal court blocked it in June 2026 while appeals continue.25

Supporters respond

Supporters of tighter rules argue that some employers use skilled-worker visas to replace American workers with cheaper labor, and that the system needs reform.

They say the priority should be training more American scientists and engineers so the country relies less on recruiting from abroad.

Should the federal government keep funding basic research at current levels?

Critics argue

Cutting science agencies risks the pipeline that produced the internet, GPS and mRNA vaccines. The 2026 budget request would have cut NSF by 56% and NIH by about 41%.7

Companies rarely fund basic research whose payoff may take decades, so public money fills a gap nobody else will.

Supporters respond

Budget hawks argue that federal spending must be controlled and that some grants are wasteful or duplicative. Private R&D now far exceeds federal R&D.

Congress ultimately funded NIH at $47.5 billion and NSF at $8.8 billion for 2026, close to earlier levels, while shifting some resources toward defense research.7

Did you know?

Did you know?

12 sec

The length of the first powered airplane flight, at Kitty Hawk in 1903. Orville Wright covered just 120 feet.17

30 tons

The weight of ENIAC, one of the first electronic computers. It used 18,000 vacuum tubes and filled a room 30 by 50 feet.18

"LO"

The first message sent over ARPANET in 1969. The system crashed after two letters of "LOGIN".23

1,093

The number of US patents Thomas Edison received during his lifetime.19

Sources

Where the numbers come from

Every figure on this page links to a primary or reputable source. Numbers are the latest available at the time of writing.

  1. OECD, Main Science and Technology Indicators (March 2026 edition), GERD in current PPP dollars and as % of GDP, 2024 — oecd.org
  2. Stanford HAI, The 2026 AI Index Report: Top Takeaways, 2026 — hai.stanford.edu
  3. Stanford HAI, The 2026 AI Index Report, Chapter 4: Economy, 2026 — hai.stanford.edu
  4. Jonathan McDowell, Jonathan's Space Report: Orbital launch attempts by country, data updated September 2026 — planet4589.org
  5. Crunchbase News, Global Venture Funding In 2025 Surged As Startup Deals And Valuations Set All-Time Records, 2026 — news.crunchbase.com
  6. WIPO, Patent Cooperation Treaty Yearly Review 2026: Executive Summary, 2026 — wipo.int
  7. Congressional Research Service, Federal Research and Development (R&D) Funding: FY2026 (R48694), updated April 17, 2026 — congress.gov
  8. National Foundation for American Policy, Immigrants and U.S. Billion-Dollar Companies (policy brief), June 2026 — nfap.com
  9. Semiconductor Industry Association and BCG, America Projected to Triple Semiconductor Manufacturing Capacity by 2032, May 2024 — semiconductors.org
  10. Congressional Research Service, Frequently Asked Questions: CHIPS Act of 2022 Provisions and Implementation (R47523) — congress.gov
  11. Vannevar Bush, Science, the Endless Frontier: A Report to the President, 1945 (US Government Publishing Office) — govinfo.gov
  12. DARPA, About DARPA (mission, history and FY2026 budget) — darpa.mil
  13. Nobel Foundation, The Nobel Prize in Physics 1956 — nobelprize.org
  14. Nobel Foundation, The Nobel Prize in Physics 2000 — nobelprize.org
  15. Nobel Foundation, Press release: The Nobel Prize in Physiology or Medicine 2023 — nobelprize.org
  16. NASA, Global Positioning System History — nasa.gov
  17. Smithsonian National Air and Space Museum, 1903 Wright Flyer — airandspace.si.edu
  18. Penn Engineering, ENIAC: History and Heritage — engineering.upenn.edu
  19. US National Park Service, The Invention Factory: Thomas Edison's Laboratories — nps.gov
  20. Naval History and Heritage Command, Biography of Rear Admiral Grace Murray Hopper — history.navy.mil
  21. NASA, Katherine Johnson Biography — nasa.gov
  22. OpenAI, Introducing ChatGPT, November 30, 2022 — openai.com
  23. SRI International, ARPANET — sri.com
  24. US Department of Justice, Department of Justice Wins Significant Remedies Against Google, September 2025 — justice.gov
  25. US Citizenship and Immigration Services, H-1B FAQ (Proclamation on the $100,000 payment), updated 2026 — uscis.gov

Think you know it?

Test yourself with questions from this chapter — with explanations after every answer.