yego.me
💡 Stop wasting time. Read Youtube instead of watch. Download Chrome Extension

Eric Siegel: You Are So Predictable


2m read
·Nov 4, 2024

Predictive analytics is technology that not only gives organizations the power to predict the future but also to influence the future. And the reason it has that difference is because predictive analytics predicts for you, me, everyone—one person at a time—whether you're gonna click, lie, buy, die; whether you're gonna default on your credit card statements; whether you're gonna commit an act of fraud; whether you're gonna vote for this presidential candidate or that presidential candidate.

And because the predictions are on that level—and that's really the defining characteristic of this technology of predictive analytics—it enables organizations to improve their operations—to operate more effectively. That's what defines a functioning society is how all these organizations are serving you, interacting with you, treating you, contacting, not contacting you; medically treating you; campaign volunteers are knocking on your door; insurance providers approve or don't approve your application. It's per person.

So you're being predicted, and it's important for people to understand that your actions, your behavior, and your medical outcome, for example—those types of futures for each individual person are being predicted, and in some cases, the thing being predicted is sensitive. So beyond sort of all the information that they have about you at organizations, right—companies remember. They don't have very much incentive to delete data. It's incredibly cheap to store data. So they're just tracking all these transactions. Anything they accrue, information about you and I, and consumers and health care patients and everything are valuable. They just keep storing it, and they can now use it to learn from it.

So, for example, large corporations such as Hewlett Packard predict for each employee, "Are you likely to quit your job?" And they're beginning to deliver those predictions to the manager of individual employees. The retailer Target predicts which female customer's pregnant in order to target marketing that's related to having a baby. In law enforcement, crime predicting computers predict, "Is an incarcerated felon likely to commit crime again upon release?" That's called recidivism.

And those predictions are used by judges when making decisions about sentencing and by parole boards when making release decisions. So they're literally consulting crime predicting computers as trusted advisors that help inform and make the difference in some of the decisions that are made about how long somebody stays in prison. So there's no simple answer. This stuff is very powerful, and as Spiderman's wise uncle said, "With great power comes great responsibility."

So the implementation and deployment of this technology is a win-win in most cases. But there are other cases where we need to spread the awareness about what's being done to help inform the dialog so that we can collectively make informed decisions and debate in an informed way around these issues.

More Articles

View All
Sanskrit connections to English | World History | Khan Academy
In the 18th century, you start to have significant interaction between the English and the Indians, especially in the East Indian Company. And as part of that, you start to have Western scholars start to really study Sanskrit and the Vedas. As they do the…
Sadie's Summer Camp - Bonus Scene | Gender Revolution
NARRATOR: I met so many families, moms and dads, brothers and sisters, all adjusting to a new normal when a child tells them, “I’m not a boy or I’m not a girl.” But as the saying goes, it takes a village. So I wondered, how are the institutions who help r…
Laplacian computation example
In the last video, I started introducing the intuition for the Laplacian operator in the context of the function with this graph and with the gradient field pictured below it, and here I’d like to go through the computation involved in that. So, the func…
Isotopes | Atomic structure and properties | AP Chemistry | Khan Academy
In other videos, we have talked about that the type of element that we are dealing with is defined by the number of protons in an atom’s nucleus. So for example, any atom with exactly one proton in its nucleus is by definition hydrogen. Any atom with six …
Article III of the Constitution | US Government and Politics | Khan Academy
Hi, this is Kim from Khan Academy, and today I’m learning more about Article 3 of the Constitution. Article 3 establishes the judicial branch of government, including the Supreme Court, whose job is to interpret the laws of the United States. To learn mor…
Using matrices to transform a 4D vector | Matrices | Precalculus | Khan Academy
We’ve already thought a lot about two by two transformation matrices as being able to map any point in the coordinate plane to any other point or any two-dimensional vector to any other two-dimensional vector. What we’re going to do in this video is gener…