SeriesFusion
Science, curated & edited by AI

Society, Law & Ethics

173 papers  ·  Page 1 of 4

Sociology, political science, law, education, policy, institutions, and research on how groups organize and change.

Paradigm Challenge  /  Desk lead

Artificial intelligence is systematically destroying the first three years of every professional career path.

Employment data for 65 million workers shows that companies are using AI to replace junior-level tasks while keeping senior roles stable. Entry-level hiring has slowed significantly because the work typically given to new graduates is now done by machines. We used to assume that AI would replace the most dangerous or boring jobs first. Instead, it is removing the training ground where young professionals learn their trade. This creates a massive gap in the labor market where there is no longer a clear way to climb the ladder toward seniority.

Nature Is Weird
A disaster in a poor country has to kill 16 times as many people as one in a rich country to get any attention from scientists.
May 8
Paradigm Challenge
The financial reward for a low-income student graduating from college has dropped by 50% since 1960.
May 8
Paradigm Challenge
Carbon emissions from clearing forests for nickel mining are 500 times higher than what corporations are reporting.
May 8
Paradigm Challenge
A monkey throwing darts at a list of startups is just as likely to find a unicorn as a top-tier venture capitalist.
May 8
Paradigm Challenge
A single massive flood will not make a family move, but five years of small droughts will trap them in poverty forever.
May 8
Paradigm Challenge
Aggressive U.S. sanctions are currently cutting the global lifespan of the dollar's dominance in half.
May 8
Cosmic Scale
A single layer of tree leaves can cut the dangerous heat of a city in half, but only if you live in a wealthy suburb.
May 8
Paradigm Challenge
Wealthier neighborhoods in cities across the Global South are hotter than the poor areas surrounding them.
May 8
Nature Is Weird
Four trillion smartphone pings revealed that 40% of corporations visiting the IRS during tax audits never disclosed their lobbying activity.
May 8
Paradigm Challenge
Populist movements in Poland are fueled by a decline in church attendance rather than a lack of money.
May 8
Paradigm Challenge
Alpha is likely a mathematical artifact of hidden default risk rather than a measure of investment skill.
May 8
Nature Is Weird
High-performing AI startups are deleting all mention of artificial intelligence from their websites to avoid government scrutiny.
May 8
Nature Is Weird
Artificial intelligence in the emergency room is consistently telling women they aren't as sick as men, even when their symptoms are identical.
May 8
Paradigm Challenge
Describing a new invention as groundbreaking or revolutionary makes a patent examiner significantly less likely to approve the application.
May 8
Nature Is Weird
An analyst can use perfectly legitimate statistical methods to prove a political point simply by choosing which professional options to use.
May 8
Paradigm Challenge
Algorithmic hiring tools are more effective at enforcing civil rights than human managers.
May 8
Nature Is Weird
Banking regulations designed to protect the financial system are forcing investors to bet on the debt of aging and failing nations.
May 8
Practical Magic
A conversation with an AI can make a person 45% more likely to donate their money to a highly effective charity.
May 8
Nature Is Weird
Anti-bullying laws in the United States caused a measurable decline in the supply of organs available for transplant.
May 8
Paradigm Challenge
Cities with a wide variety of unrelated industries were actually more fragile during the COVID-19 pandemic.
May 8
Nature Is Weird
U.S. companies increase imports by 16% from countries that get elected to the UN Security Council.
May 8
Practical Magic
Venture capitalists who use AI platforms to find deals are 20% more likely to invest in people outside their personal social circles.
May 8
Nature Is Weird
The quality of your neighborhood is 1,000 times more important than your personal talent when it comes to being successful.
May 8
Nature Is Weird
Prehistoric people stopped sharing large bowls of beer and started using individual cups to show off how much better they were than their neighbors.
May 8
Nature Is Weird
Corporate insiders earn massive profits by trading their own stock immediately after a rival company suffers a cyberattack.
May 8
Paradigm Challenge
The mathematical formula used to predict economic behavior for 40 years is completely wrong for anyone on the brink of bankruptcy.
May 8
Collision
The 2008 financial crisis and the Fukushima nuclear disaster were caused by the exact same mathematical formula.
May 8
Paradigm Challenge
Progressive societies with the highest levels of gender equality have the lowest percentages of women graduating in STEM fields.
May 8
Paradigm Challenge
Changing a single decimal point in a formula for future value can turn a disastrous financial loss into a massive public gain.
May 8
Paradigm Challenge
High ESG scores cause stock analysts to issue overly optimistic earnings forecasts that lead to the eventual underperformance of green firms.
May 8
Paradigm Challenge
67,453 court cases from industrializing Britain show that common law did almost nothing to protect individual liberty.
May 8
Nature Is Weird
Multi-million dollar corporate decisions in China are significantly influenced by which animal's year a person was born in.
May 8
Collision
A traffic jam is not just a bunch of slow cars, but a physical change of state similar to water freezing into ice.
May 8
Nature Is Weird
Government warnings about viral tax scams on TikTok actually helped those scams reach more people.
May 8
Practical Magic
The language inside patent documents can predict a massive technological breakthrough 20 years before it actually happens.
May 8
Nature Is Weird
A smart refrigerator can stop keeping food cold simply because a remote software company on the other side of the planet went out of business.
May 8
Paradigm Challenge
In rural China, a husband's retirement actually forces his wife to work more hours rather than allowing them to relax together.
May 8
Paradigm Challenge
Data markets are structurally broken because data does not behave like land, labor, or capital.
May 8
Nature Is Weird
Professional financial reports are now being written by no one, making it impossible to hold anyone responsible for a multi-million dollar mistake.
May 8
Paradigm Challenge
A tiny shift toward moderation in one political party can cause a sudden and total collapse of extremism in the opposing party.
May 8
Paradigm Challenge
The technical architecture of Ethereum makes it impossible to prevent a few powerful actors from controlling the entire network.
May 8
Paradigm Challenge
A star investment manager's skill might just be a mathematical trick caused by how we measure the stock market.
May 8
Paradigm Challenge
The Dutch government is paying for its NATO military commitments by cutting financial support for people with chronic disabilities.
May 8
Paradigm Challenge
Every single math question about real numbers has a definite true or false answer, even if the world's most famous logic system says it is impossible to know.
May 8
Paradigm Challenge
The Campbell-Shiller identity used by thousands of economists fails to account for common corporate actions like stock buybacks.
May 8
Collision
A stock market crash behaves exactly like a block of ice melting into water.
May 8
Paradigm Challenge
Political systems with two polarized and unrepresentative lawmaking bodies produce the highest level of voter welfare.
May 8
Paradigm Challenge
Third-party funding for lawsuits makes juries more likely to rule in favor of the plaintiff.
May 8
Paradigm Challenge
Theocratic regimes in Iran intentionally sacrifice their own wealth and survival to maintain ideological purity.
May 8
Paradigm Challenge
A country can embrace a completely free market while simultaneously destroying its citizens' constitutional rights.
May 8