Illusration: Rebecca Zisser/Axios

Many dating apps offer up an ocean of potential mates, but as users complain of swipe fatigue, some are using what they know about you to try and fish out "the one."

Why it matters: Automated matchmaking is putting computers in charge of finding the perfect partner. But the algorithms they use, with all their hidden quirks and biases, may be quietly altering our own preferences.

What's going on: Unlike services that turn up every other nearby user, some apps match people based on information about them and who they want to date.

  • These apps have unseen power.
  • A 2016 study found that people who were given automatic matches were extra enthusiastic about the picks they were given — even though they felt less in control.

Advances in artificial intelligence plus the explosion of easily harvested personal data mean matching will only get more precise.

On one hand, access to online dating in general can help people break out of filter bubbles.

  • But, but, but: Apps that pick people for you can “make you a slave to the algorithm,” Ari Waldman, director of the Innovation Center for Law and Technology at New York University, tells Axios.
  • "We only see people who the algorithm thinks are our matches, which tend to look a lot like us — social scientists call that a network effect. This makes dating less diverse, perpetuates social inequality, and cedes our personal autonomy."

The big picture: "When you live in a world where everything is deterministically engineered based on predictions of what you want, it ends up shaping what you want," says Brett Frischmann, co-author of the book "Re-Engineering Humanity."

Our thought bubble: If apps have a hidden hand in pairing people up, there is also a growing generation of children who owe their existence to an algorithm.

Go deeper: Our special report on the future of dating

Go deeper

Updated 20 mins ago - Politics & Policy

Coronavirus dashboard

Illustration: Sarah Grillo/Axios

  1. Global: Total confirmed cases as of 8 p.m. ET: 19,497,292 — Total deaths: 723,854 — Total recoveries — 11,823,105Map.
  2. U.S.: Total confirmed cases as of 8 p.m. ET: 4,994,276 — Total deaths: 162,381 — Total recoveries: 1,643,118 — Total tests: 61,080,587Map.
  3. Politics: Trump signs 4 executive actions on coronavirus aid.
  4. Public health: Fauci says chances are "not great" that COVID-19 vaccine will be 98% effective — 1 in 3 Americans would decline COVID-19 vaccine.
  5. Science: Indoor air is the next coronavirus frontline.
  6. Schools: How back-to-school is playing out in the South as coronavirus rages on — Princeton, Johns Hopkins, Howard to hold fall classes online.

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President Trump speaking during a press conference on Aug. 8. Photo: Jim Watson/AFP via Getty Images

President Trump on Saturday signed four executive actions to provide relief from economic damage sustained during the coronavirus pandemic after talks between the White House and Democratic leadership collapsed Friday afternoon.

Why it matters: Because the Constitution gives Congress the power to appropriate federal spending, Trump has limited authority to act unilaterally — and risks a legal challenge if congressional Democrats believe he has overstepped.

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Photo: Houssam Shbaro/Anadolu Agency via Getty Images

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Why it matters: The explosion is likely to accelerate a painful cycle Lebanon was already living through — discontent, economic distress, and emigration.