Artificial intelligence (AI) and data science are hailed as societys answer to human bias in decision making Why not let the computer algorithms take over, make the decision making process free of human interaction, and supposedly, free from human bias Isnt this rational decision making What could go wrong Apple new credit cards (issued by Goldman Sachs) reveal bias against women (lower limits to women, than men) 2016 investigation by Propublica revealed that data driven AI used by judges to decide whether a convicted criminal will commit future crimes is biased against minorities and people of color Face recognition software make more mistakes in identifying women and people of color Automated financial underwriting reveals gender and ethnic biases Why is this happening What is decision making going to look like in the future

Question: Artificial intelligence (AI) and data science are hailed as societys answer to human bias in decision-making. Why not let the computer algorithms take over, make

Artificial intelligence (AI) and data science are hailed as society’s answer to human bias in decision-making. Why not let the computer algorithms take over, make the decision making process free of human interaction, and supposedly, free from human bias. Isn’t this rational decision-making? What could go wrong?

Apple new credit cards (issued by Goldman Sachs) reveal bias against women (lower limits to women, than men)
2016 investigation by Propublica revealed that data driven AI used by judges to decide whether a convicted criminal will commit future crimes is biased against minorities and people of color.
Face recognition software make more mistakes in identifying women and people of color
Automated financial underwriting reveals gender and ethnic biases.

Why is this happening?

What is decision making going to look like in the future?

Step by Step Solution

★★★★★

3.44 Rating (154 Votes )

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock

You raise an important and complex issue around the potential for bias and discrimination in AI and datadriven decision making While AI and data scien... View full answer

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Organizational Behavior Questions!

Planning is one of the most important management functions in any business. A front office managers first step in planning should involve determine the departments goals. Planning also includes...

Microkernel operating systems aim to address perceived modularity and reliability issues in traditional "monolithic" operating systems. (i) Describe the typical architecture of a microkernel...

The Crazy Eddie fraud may appear smaller and gentler than the massive billion-dollar frauds exposed in recent times, such as Bernie Madoffs Ponzi scheme, frauds in the subprime mortgage market, the...

Artificial intelligence (AI) and data science are hailed as societys answer to human bias in decision-making. Why not let the computer algorithms take over, make the decision making process free of...

Artificial intelligence (AI) and data science are hailed as society's answer to human bias in decision-making.Why not let the computer algorithms take over, make the decision making process free of...

Preparing for Automation The possibility of having robots or mechanical assistants completing our laborious, dangerous, or repetitive day-to-day tasks has long been a dream of humanity. Now, as...

Given summary about this article the most important Humans inherit artificial intelligence biases Luca Vicente & Helena Matute * Artificial intelligence recommendations are sometimes erroneous and...

We are increasingly seeing new trends in application of emerging technologies, such as blockchain, audit analytics and continuous auditing, artificial intelligence and others in the public sector....

Describe 1 of the ways that this discussion around AI impacts people at work.Be specific in your connection to the podcast. TRANSCRIPT OF PODCAST: Working Well with AI episode 2: AI and...

(1) Which of the three company's approaches to using people analytics for talent acquisition and development is most appealing (or most concerning)? (2) Should Fukuhara turn on the most advanced part...

Lucia has acquired one share of common stock of a multimillion-dollar corporation with more than 500,000 shareholders. Lucias ownership is so small that she is wondering what her rights are as a...

Prove that if n is an odd integer, then n +4n - 2 is also odd. Prove that if and y are rational numbers, and x + y 0, then is rational. Hint: you may need to use the fact that if a fraction is...

A logical model __________. Group of answer choices is a conceptual tool that allows you to form questions in a more context-specific way. spells out the process by which an underlying cause leads to...

In the first stage of a two-stage Carnot engine, energy is absorbed as heat Q1 at temperature T1, work W1 is done, and energy is expelled as heat Q2 at a lower temperature T2. The second stage...

If parallel light falls on a single slit of width D at a 30o angle to the normal, describe the diffraction pattern.

A steel tube (k = 50 W/m K) of inner and outer diameters D i = 20 mm and D o = 26 mm. respectively, is used to transfer heat from hot gases flowing over the tube (h h = 200 W/m 2 K) to cold water...

The condenser of a steam power plant consists of AISI 302 stainless steel tubes (k s = 15 W/m K) each of outer and inner diameters Do = 30 mm and Di = 26 mm, respectively. Saturated steam at 0.135...

A long, rigid conductor, lying along an x axis, carries a current of 5.0 A in the negative x direction. A magnetic field B is present, given B = 3.0i + 8.0 x2j, with x in meters and F in milliteslas....

Can we put that she will be making weekly payroll deductions inthe amount of $52.75 to the housing equalling $211.00 monthly

Find a recent article from a computing magazine or academic journal on the topic of Operating Systems. It should be more of a "current events" type article...look for articles on some recent...

What does the term legal and moral entitlement mean to you as an employee or future employee? Give an example. Do you agree that employees have legal and moral entitlements in the workplace? Explain.

Suggest three differences a values-based, ethical stakeholder perspective could make in forming and building a new organizational culture. Explain.

The following table exhibits base salary data obtained from a survey of over 170 benchmark positions, including finance positions. It reports the salaries of a sample of 25 chief finance officers for...

Suppose a random sample of 137 households in Detroit was taken as part of a study on annual household spending for food at home. The sample data are contained in the file Detroit Eats. a. For the...

Google is noted for its generous employee benefits. The following data reflect the number of vacation days that a sample of employees at Google have left to take before the end of the year: a....