Collective intelligence out-diagnoses even professionals

The Human Diagnosis Project project is building the world's "open medical intelligence" system.

OSTILL is Franck Camhi via Shutterstock
  • The Human Diagnosis Project can develop medical diagnoses with startling accuracy.
  • The platform combines the knowledge of medical professionals and artifical intelligence.
  • The goal of the project is to provide open, readily available high-level guidance and training to health care professionals across the globe.
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Earth at 2°C hotter will be horrific. Now here’s what 4°C will look like.

This is what the world will be like if we do not act on climate change.

  • The best-case scenario of climate change is that world gets just 2°C hotter, which scientists call the "threshold of catastrophe".
  • Why is that the good news? Because if humans don't change course now, the planet is on a trajectory to reach 4°C at the end of this century, which would bring $600 trillion in global climate damages, double the warfare, and a refugee crisis 100x worse than the Syrian exodus.
  • David Wallace-Wells explains what would happen at an 8°C and even 13°C increase. These predictions are horrifying, but should not scare us into complacency. "It should make us focus on them more intently," he says.
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The unexpected cost of living for a very long time

100 years ago, you could expect to live to 54. Our luxurious, 80-year-long lives come at a cost.

  • Medical advances have increased our longevity by decades, says Michael Dowling, president and CEO of Northwell Health. That benefit comes with an unintended disadvantage – high costs.
  • Bringing the overall cost of health care down is near impossible, as an increased life expectancy brings new diseases and procedures with it.
  • Reducing the out-of-pocket cost is a separate issue, however. It is possible and necessary to lower costs so they don't become a barrier to people seeking care.
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Turning coal miners into coders is not the answer to automation

Human value is tied to the job market. Will automation be a full-on crisis?

  • Andrew Yang is running for president in 2020 as a Democrat. In this video, he discusses the greatest challenge of our time: automation and human-centered capitalism.
  • Currently, a person's value is linked to the economic value of their job. So the soon-to-be-extinct coal miner should find new purpose by becoming a software coder, right?
  • That's shortsighted, says Yang. One day soon, even the best coders will be outpaced by AI. We need to prepare for the inevitable future by shifting how we fundamentally think about human value.
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Technology is revolutionizing health care — for better and for worse

The future of health care is high tech. That's good news — mostly.

  • Health care is at the forefront of technology and innovation. Telehealth, bioelectronic medicine, and big data improve the quality of patient care while reducing the cost.
  • As wearable devices and implants offering real-time health data to everyday people become staples of modern life, people will discover conditions that were previously undetectable. They will also perceive illnesses that aren't there.
  • This supposedly cost-cutting technology may become an enormous burden to health care providers.
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