The world this wiki

The idea of LLM Wiki applied to a year of the Economist. Have an LLM keep a wiki up-to-date about companies, people & countries while reading through all articles of the economist from Q2 2025 until Q2 2026.

DOsinga/the_world_this_wiki

topics|Brain gains

Scientific spillovers

Scientific knowledge is a public good with large "spillover" benefits. In 2004 William Nordhaus of Yale University argued that companies only capture 2.2% of the total returns from their innovations.

America's scientific surplus

America accounts for 4% of the world's population, yet produces a third of high-impact scientific papers and a third of global research-and-development spending. It almost certainly runs a surplus in science with the rest of the world, providing much more to foreigners than it receives in return.

Mechanisms of international diffusion

People. American scientific institutions have twice as many foreign students as in the early 2000s. Many return home, taking ideas with them. Around 15% of MIT graduates live abroad.

Ideas. In 1996 only about 40% of citations of American scientific publications were from foreign researchers. By 2019 foreign scientists accounted for about 60% of America's citations.

Technologies. From the early 1990s to 2024, America exported nearly $5trn-worth of high-tech capital goods, more than any other country. Americans' direct investments abroad are worth some $10trn, far more than any other country. According to Nancy Stokey of the University of Chicago, capital goods are a quantitative proxy for technological spillovers because new technology is often embodied in them.

Foreign-born researchers in America

Since 1901, researchers based in America have won 55% of academic Nobel prizes; more than a third of these laureates were foreign-born. Immigrant inventors produce an outsize share of patents. The Paulson Institute reckons that in 2022 almost two-thirds of top-tier artificial-intelligence researchers working in America hailed from overseas. Between 2019 and 2022 the share of non-native AI researchers who left America for China after their PhD doubled, from 4% to 8%.

Consumer subsidy of R&D

American consumers subsidise research and development through higher domestic prices. Prescription drugs are more expensive domestically than abroad. National-accounts data suggest that, on average, American corporations earn returns on domestic capital that are more than 50% higher than abroad.

The Public is merely a multiplied "me." -- Mark Twain