Depression is a silent killer. A.I. is turning up the volume.

Artificial intelligence is a sophisticated tool in the fight against despression.

ERIC TOPOL: One of the most exciting things in the world of AI in health is being able to digitize the state of mind. That is being able to use different metrics to be able to say, this person is depressed, or this person is really happy and doing well. And so one of the really great examples of this actually was through Instagram, where they actually had a huge number of images, and they could diagnose depression based on the types of images and the filter that was used by the person posting. But it's actually really exploding, because it turns out that our speech – how fast we talk, and our intonation, our activity, our breathing pattern, if we sigh – a lot all these things can be easily quantified, passively. They go into this algorithm and then comes out of it is, where is this person's state of mind, and how can we get it boosted up, because that's really the issue. Are the medications, if a person is using them, is that not even working?

Now, in addition to that, which is a shocking part of the story, is that when a person is asked to disclose their innermost secrets, they're more apt to do that with an avatar than another human being. The idea that you would have this avatar that you selected to be your coach that was monitoring your metrics and giving you feedback and also that you can confide in, is really alluring, and we're starting to see that. I mean, it already is starting to blossom in China, for example. It wouldn't be at all surprising if we started to see it in the US in the near term. So when you take this ability to digitize a state of mind and also have a support through an avatar, this could turn out to be a really great way to deal with the problem we have today, which is a lack of mental health professionals with a very extensive burden of depression and other mental health conditions.

  • Artificial intelligence can digitize a person's state of mind by gathering data from their social media feeds and listening to them talk.
  • The filters you use on photos, the kinds of content you post, as well as your speech (your tone, sighs, and rate of speech) are just a few ways AI can detect depression or evaluate whether medications are working or not.
  • Furthermore, research shows people would rather confide their deepest feelings to an avatar than a human being. AI mental health coaches are already on the horizon — an effective and necessary development as we face a shortage of mental health professionals.

What is classical liberalism? | Classical Liberalism

As a moral and political philosophy, classical liberalism lays a framework for the good society.

Videos
  • The moral and political philosophy known as classical liberalism is built around a number of core concepts, including, perhaps most importantly, human dignity and individual liberty.
  • Emily Chamlee-Wright, president of the Institute for Humane Studies, introduces these two principles as forces that shape the liberal notion of justice. This applies to both individuals' treatment of others, as well as the government's treatment of individuals.
  • This just conduct contributes to the liberal ideal: the good society. By emphasizing the individual, liberalism encourages collaboration and cooperation while also offering the freedom to make choices and learn from failure.
Keep reading

Revealed: Dutch are least hygienic Europeans

Half of Holland does not wash hands after going to the bathroom. The Bosnians are the cleanest Europeans. 

Culture & Religion

Fifteen October is Global Handwashing Day. By which we don't mean: wait until then to lather up your paws. Now that would be counterproductive! Because unwashed hands spread diseases – often deadly diseases. 

Keep reading

Surprising ways to beat anxiety and become mentally strong – according to science

Tweak the way you're coping and you can lower your anxiety levels.

Thomas Lohnes/Getty Images
Personal Growth

Do you have anxiety? Have you tried just about everything to get over it, but it just keeps coming back?

Keep reading