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
The Evergrande Crisis Continues...
Alright guys, welcome back! It’s time for an update video on Evergrande. I told you it would be a crazy week, and it certainly was. However, Evergrande is still standing, at least for now. So let’s get up to speed on exactly where Evergrande is at with th…
15 Ways To OPTIMIZE Your LIFE
15 Ways to Optimize Your Life Life is whatever we make of it. Optimizing your life means making the best or most effective use of your life. It means making the most of your resources and opportunities while striving to reach your full potential. Making …
Finishing the intro lagrange multiplier example
So, in the last two videos, we were talking about this constrained optimization problem where we want to maximize a certain function on a certain set: the set of all points ( x, y ) where ( x^2 + y^2 = 1 ). We ended up working out, through some nice geom…
Worked example finding area under density curves | AP Statistics | Khan Academy
Consider the density curve below. This density curve doesn’t look like the ones we typically see that are a little bit curvier, but this is a little easier for us to work with and figure out areas. They ask us to find the percent of the area under the de…
Calculating change in spending or taxes to close output gaps | AP Macroeconomics | Khan Academy
So we have two different economies depicted here. On the left, we have an economy where its short-run equilibrium output is above its full employment output, and so it has a positive output gap. It might seem like a good thing that your economy is just do…
Congress JUST Reset The Housing Market
What’s up guys, it’s Graham here. So, buying a home is about to get a lot easier because starting today, the federal government has agreed to back loans of more than a million dollars to help ease housing affordability. And that means you’re one step clos…