* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Wednesday, July 23, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    Black Box Players presents ‘The Three Musketeers’ – CBS 19 News

    Experience the Adventure: Black Box Players Bring ‘The Three Musketeers’ to Life!

    AP Entertainment SummaryBrief at 1:51 p.m. EDT – Channel 3000

    Entertainment Highlights: Key Updates You Can’t Miss

    ‘Devil Wears Prada 2’ casts Anne Hathaway’s love interest replacing Adrian Grenier’s Nate – Entertainment Weekly

    Devil Wears Prada 2′ Casts New Love Interest for Anne Hathaway, Replacing Adrian Grenier’s Nate

    12 ‘Late Show’ Moments Proving Stephen Colbert Can’t Be Replaced – The Mountaineer

    12 Unforgettable ‘Late Show’ Moments That Prove Stephen Colbert Is Truly One of a Kind

    Canes owner Tom Dundon’s real estate firm eyes entertainment complex near RDU – The Business Journals

    Canes Owner Tom Dundon’s Real Estate Firm Unveils Plans for Thrilling New Entertainment Complex Near RDU

    Inspired Entertainment, Inc.’s (NASDAQ:INSE) Price Is Right But Growth Is Lacking After Shares Rocket 29% – simplywall.st

    Inspired Entertainment Soars 29% but Growth Momentum Falls Short

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Sustainserv and Palau Announce Technology Partnership to Leverage Innovative AI Platform to Advance Sustainability Reporting – Business Wire

    Sustainserv and Palau Team Up to Transform Sustainability Reporting with Breakthrough AI Technology

    Morgan Adamski Joins PwC in Newly Created Cyber, Data & Technology Risk Division – HSToday

    Morgan Adamski Leads the Charge in PwC’s Cutting-Edge Cyber, Data & Technology Risk Division

    Transformative technology, support for food entrepreneurs spotlighted – University of Hawaii System

    How Cutting-Edge Technology and Strong Support Are Revolutionizing Food Entrepreneurs’ Success

    Cold Weather Alloy Opens New Possibilities for Space Technology – Universe Today

    Revolutionary Cold Weather Alloy Unlocks New Frontiers in Space Technology

    Defence Holdings PLC Transitions from Esports to Pioneering Defence Technology

    Bull of the Day: Credo Technology Group (CRDO) – Yahoo Finance

    Bull of the Day: Why Credo Technology Group (CRDO) Is Poised for a Breakout

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    Black Box Players presents ‘The Three Musketeers’ – CBS 19 News

    Experience the Adventure: Black Box Players Bring ‘The Three Musketeers’ to Life!

    AP Entertainment SummaryBrief at 1:51 p.m. EDT – Channel 3000

    Entertainment Highlights: Key Updates You Can’t Miss

    ‘Devil Wears Prada 2’ casts Anne Hathaway’s love interest replacing Adrian Grenier’s Nate – Entertainment Weekly

    Devil Wears Prada 2′ Casts New Love Interest for Anne Hathaway, Replacing Adrian Grenier’s Nate

    12 ‘Late Show’ Moments Proving Stephen Colbert Can’t Be Replaced – The Mountaineer

    12 Unforgettable ‘Late Show’ Moments That Prove Stephen Colbert Is Truly One of a Kind

    Canes owner Tom Dundon’s real estate firm eyes entertainment complex near RDU – The Business Journals

    Canes Owner Tom Dundon’s Real Estate Firm Unveils Plans for Thrilling New Entertainment Complex Near RDU

    Inspired Entertainment, Inc.’s (NASDAQ:INSE) Price Is Right But Growth Is Lacking After Shares Rocket 29% – simplywall.st

    Inspired Entertainment Soars 29% but Growth Momentum Falls Short

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    Sustainserv and Palau Announce Technology Partnership to Leverage Innovative AI Platform to Advance Sustainability Reporting – Business Wire

    Sustainserv and Palau Team Up to Transform Sustainability Reporting with Breakthrough AI Technology

    Morgan Adamski Joins PwC in Newly Created Cyber, Data & Technology Risk Division – HSToday

    Morgan Adamski Leads the Charge in PwC’s Cutting-Edge Cyber, Data & Technology Risk Division

    Transformative technology, support for food entrepreneurs spotlighted – University of Hawaii System

    How Cutting-Edge Technology and Strong Support Are Revolutionizing Food Entrepreneurs’ Success

    Cold Weather Alloy Opens New Possibilities for Space Technology – Universe Today

    Revolutionary Cold Weather Alloy Unlocks New Frontiers in Space Technology

    Defence Holdings PLC Transitions from Esports to Pioneering Defence Technology

    Bull of the Day: Credo Technology Group (CRDO) – Yahoo Finance

    Bull of the Day: Why Credo Technology Group (CRDO) Is Poised for a Breakout

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Science

Algorithmic decision-making: The future of decision making

July 31, 2023
in Science
Algorithmic decision-making: The future of decision making
Share on FacebookShare on Twitter

Algorithmic decision-making has become an integral part of modern society, influencing various aspects of our lives, ranging from personalized recommendations on digital platforms to critical decisions in the healthcare and criminal justice sectors.

The utilization of algorithms promises increased efficiency and accuracy in decision-making processes. However, it has also raised concerns regarding potential biases, lack of transparency, and ethical implications. This study explores the challenges associated with algorithmic decision-making and proposes avenues for rethinking and improving the current approach.

Algorithms influence various decisions, from healthcare screenings to resource allocation and ad targeting. When used appropriately, they can enhance efficiency and equity. However, the paper “Designing Equitable Algorithms,” published in Nature Computational Science, warns that supposedly fair algorithms might perpetuate disparities, particularly concerning race, ethnicity, and gender.

Authored by Stanford Law Associate Professor Julian Nyarko, Executive Director of the Stanford Computational Policy Lab at Stanford university Alex Chohlas-Wood, and co-authors from Harvard University, the study underscores the need to address unintended harmful consequences resulting from the widespread use of algorithmic decision-making in all aspects of life.

Nyarko, who focuses much of his scholarship on how computational methods can be used to study questions of legal and social scientific importance, said, “A decision-maker can define criteria for what they think is a fair process and strictly adhere to those criteria, but in many contexts, it turns out that this means that they end up making decisions that are harmful to marginalized groups.”

In algorithmic decision-making, Professor Julian Nyarko cited the example of diabetes screening to illustrate a common challenge. When algorithms are designed to be “race-blind” to ensure fairness, they might inadvertently exclude certain high-risk patients, such as Asians with a higher predisposition to diabetes. While these race-blind algorithms may seem technically fair, they can lead to inequitable outcomes by not considering relevant factors for specific populations.

Despite such well-known results in the field, many researchers and practitioners still prioritize strict fairness criteria. Nyarko emphasizes the need for a thorough discussion about the motivations behind advocating for fairness constraints. It’s crucial to question whether formal fairness criteria genuinely align with ethical decision-making and if adherence to race-blindness is intrinsically desirable or simply a heuristic leading to fairer outcomes. Addressing these normative and ethical questions will help progress toward a clearer understanding of fairness in algorithmic decisions and potentially foster more consistent approaches.

In their paper, Professor Julian Nyarko and his co-authors address the debates surrounding algorithmic fairness, especially in medical contexts, by providing a comprehensive framework. They identify three typical fairness constraints: blinding demographic attributes like race, equalizing decision rates across groups, and equalizing error rates. While these constraints may seem intuitive, they can lead to undesirable outcomes for individuals and society.

The paper offers valuable recommendations for algorithm training, cautioning against “label bias,” where the predicted outcome differs from the actual decision makers’ goals. For instance, algorithms predicting recidivism in criminal justice might focus on rearrest rates due to data availability, but this can introduce biases based on policing disparities. The study challenges the notion that more data constantly improve algorithmic decisions, highlighting the importance of carefully considering what the algorithm is trained to predict and its potential consequences.

Stanford Law School is renowned for its excellence in legal scholarship and education. It produces influential alumni who shape law, politics, business, and technology decisions. The faculty members are highly accomplished, engaging in Supreme Court arguments, congressional testimonies, and impactful legal research. The school’s model of legal education emphasizes interdisciplinary training, practical experience, a global outlook, and a solid commitment to public service. Through its progressive approach, Stanford Law School promotes positive change within the legal field and beyond.

The study summarizes the key insights and recommendations for rethinking algorithmic decision-making. It underscores the importance of addressing biases, enhancing transparency, and embracing ethical considerations to build fair, accountable, and trustworthy algorithms. By combining human judgment’s strengths with algorithms’ power, we can create decision-making systems that genuinely serve the best interests of individuals and society.

Journal Reference:

Chohlas-Wood, A., Coots, M., Goel, S. et al. Designing equitable algorithms. Nature Computational Science. DOI:10.1038/s43588-023-00485-4.

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : Tech Explorist – https://www.techexplorist.com/algorithmic-decision-making-future-decision-making/

Tags: Algorithmicdecision-makingscience
Previous Post

Lizards may miss out on mating opportunities under warming temperatures

Next Post

India launches seven satellites on PSLV rocket

Sustainserv and Palau Announce Technology Partnership to Leverage Innovative AI Platform to Advance Sustainability Reporting – Business Wire

Sustainserv and Palau Team Up to Transform Sustainability Reporting with Breakthrough AI Technology

July 23, 2025
M’s Announce MiLB Telecasts on ROOT SPORTS – MLB.com

M’s Announce MiLB Telecasts on ROOT SPORTS – MLB.com

July 23, 2025
Heat wave causing myriad problems for Lake Erie’s ecology – Toledo Blade

Scorching Heat Wave Triggers Major Ecological Crisis in Lake Erie

July 23, 2025
Put the Phone Down, Kid. Science Says So. – 105.7 WROR

Why You Should Tell Your Kid to Put the Phone Down-Science Has Spoken

July 23, 2025
CRISPR uncovers gene that supercharges vitamin D—and stops tumors in their tracks – ScienceDaily

CRISPR Uncovers Gene That Supercharges Vitamin D and Stops Tumor Growth

July 23, 2025
Equity LifeStyle Properties Inc reports results for the quarter ended June 30 – Earnings Summary – TradingView

Equity LifeStyle Properties Inc Reports Impressive Q2 Earnings for June 30

July 23, 2025
The Ukraine war will shape the world – Financial Times

How the Ukraine War Is Shaping the Future of Our World

July 23, 2025
7 of the Best Freebies You Can Get in Economy—Meals, Alcoholic Drinks, and Toys Included – Yahoo Home

7 of the Best Freebies You Can Get in Economy—Meals, Alcoholic Drinks, and Toys Included – Yahoo Home

July 23, 2025
Black Box Players presents ‘The Three Musketeers’ – CBS 19 News

Experience the Adventure: Black Box Players Bring ‘The Three Musketeers’ to Life!

July 23, 2025
Opinion | U.S. Global Health Aid Is an Exemplar of Efficiency – The Wall Street Journal

How U.S. Global Health Aid Leads the Way in Efficiency and Impact

July 23, 2025

Categories

Archives

July 2025
MTWTFSS
 123456
78910111213
14151617181920
21222324252627
28293031 
« Jun    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (735)
  • Economy (758)
  • Entertainment (21,642)
  • General (16,058)
  • Health (9,796)
  • Lifestyle (766)
  • News (22,149)
  • People (760)
  • Politics (767)
  • Science (15,975)
  • Sports (21,256)
  • Technology (15,741)
  • World (741)

Recent News

Sustainserv and Palau Announce Technology Partnership to Leverage Innovative AI Platform to Advance Sustainability Reporting – Business Wire

Sustainserv and Palau Team Up to Transform Sustainability Reporting with Breakthrough AI Technology

July 23, 2025
M’s Announce MiLB Telecasts on ROOT SPORTS – MLB.com

M’s Announce MiLB Telecasts on ROOT SPORTS – MLB.com

July 23, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version