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
Organism life history and fecundity | Ecology | Khan Academy
We’re going to talk about in this video is what I consider one of the most fascinating subjects in biology, and that’s the variation we see from species to species in life histories and life spans and their rate of reproduction. For example, we have thre…
Take a Tour of a Soviet-Era Ghost Town at the Edge of the World | Short Film Showcase
[Music] [Music] I knew about the existence of Pyramidan since middle school. This strange Russian settlement is out of Russia, far behind the Arctic Circle. I never thought of visiting it because, uh, I knew that it’s a ghost town, so nobody lives here, a…
Mild and medium tension | Forces and Newton's laws of motion | Physics | Khan Academy
You bought a huge canister aluminum can of super hot red peppers, 3 Kg worth, and you hung them from two strings from the ceiling ‘cause you don’t want anyone to get your super hot red peppers. You wanted to know what’s the tension in both of these string…
Importance of building a relationship.
the people in the industry and building those relationships, you won’t really know how to navigate the dynamics of closing deals. Josh, you’ve been absorbing a lot of information, too. What’s been your biggest takeaway so far? I’ve learned that the jet …
Introduction to experiment design | Study design | AP Statistics | Khan Academy
So let’s say that I am a drug company and I’ve come up with a medicine that I think will help folks with diabetes. In particular, I think it will help reduce their hemoglobin A1c levels. For those of you who aren’t familiar with what hemoglobin A1c is, I …
Statistical and non statistical questions | Probability and Statistics | Khan Academy
What I want to do in this video is think about the types of questions that we need statistics to address and the types of questions that we don’t need statistics to address. We could call the ones where we need statistics as statistical questions. I’ll ci…