Keyword: “Data Fairness” 397 related articles found
NYC Housing Reform Aims to Balance Power and Affordability

Culture · 05/17/2025

NYC Housing Reform Aims to Balance Power and Affordability

The New York City Charter Revision Commission's housing reform proposal aims to streamline development processes and break the tradition of 'member deference' to address the affordable housing crisis. However, the plan has sparked a power struggle with the City Council and involves various aspects, including climate adaptation and electoral system reform. The final proposal must balance efficiency and fairness to build a sustainable housing system.

New Social Security Rules Strain Vulnerable Groups

Culture · 03/24/2025

New Social Security Rules Strain Vulnerable Groups

Starting March 31, the new Social Security regulations in the U.S. require beneficiaries to conduct welfare transactions online or in person, while phone services have been discontinued. Experts warn that this policy may exacerbate the challenges faced by vulnerable groups in remote areas, particularly in high-poverty regions lacking internet access and transportation assistance. The government needs to reassess the policy to ensure fairness.

Unveiling Public Offerings: A Top Choice for Investors

Finance · 07/18/2025

Unveiling Public Offerings: A Top Choice for Investors

Public offerings are a method of issuing securities to the general public through intermediaries, suitable for issuers looking to raise substantial funds. Their advantages include attracting a diverse range of investors, enhancing market fairness, and improving liquidity. Although the public offering process is complex and can be costly, it remains a vital tool for market development, ensuring the protection of investors' interests and the security of their funds.

ACT Allows Students to Retake Specific Exam Sections

Education · 08/06/2025

ACT Allows Students to Retake Specific Exam Sections

Starting September 2020, the ACT announced a new policy allowing students to retake individual subject tests without having to retake the entire exam, and to combine scores for a higher composite 'superscore.' This policy aims to reduce student stress but has sparked discussions regarding educational equity and fairness in the application process. Currently, over 1,000 colleges have made standardized tests optional, further shifting the competitive landscape for applicants.

Delta Adopts AI for Personalized Airfare Pricing

Transportation · 08/06/2025

Delta Adopts AI for Personalized Airfare Pricing

Airlines like Delta are leveraging AI for dynamic pricing, aiming to improve efficiency and revenue. However, personalized pricing raises consumer concerns about transparency and fairness. Airlines need to enhance communication with consumers and establish open, trustworthy pricing mechanisms to ensure that AI applications in the aviation sector genuinely benefit the public. This includes addressing concerns about potential price gouging and ensuring that personalized offers are perceived as fair and value-driven.

NYC Imposes Heavy Fines on Illegal Rental Broker Fees

Apartment Rental · 08/21/2025

NYC Imposes Heavy Fines on Illegal Rental Broker Fees

New York City has officially implemented penalty rules for the 'Fair Chance for Apartment Renters Act,' severely punishing the illegal collection of excessive broker fees, with fines up to $2,000. This initiative aims to alleviate the financial burden on renters, regulate the rental market, and enhance transparency and fairness in the rental process. The new rules are designed to protect tenants from unfair practices and promote a more equitable housing market in New York City.

Education Based On Values Discovering The Unique Charm Of Chadwick School

Education · 07/25/2025

Education Based On Values Discovering The Unique Charm Of Chadwick School

Since its establishment in 1935, Chadwick School has focused on both academic and individual development, emphasizing core educational values of respect, responsibility, honesty, fairness, and compassion. With a moderate school size, teachers are able to pay attention to each student, offering a diverse range of elective courses to help discover students' personalities and interests, fostering their overall growth. The school boasts a 100% college acceptance rate and has established international branches, showcasing its commitment to exceptional educational principles.

Syracuse University Extends Testoptional Admissions Policy

Education · 03/08/2025

Syracuse University Extends Testoptional Admissions Policy

Syracuse University's extension of its test-optional policy has sparked debate about admissions fairness. Research suggests this policy may unintentionally disadvantage underrepresented groups. Universities need to provide clear guidance, and admissions officers should emphasize a holistic review of applicants. Future admissions trends will likely prioritize comprehensive assessment and community partnerships to address challenges and promote diversity and equity in higher education. Holistic review and contextualized evaluation are crucial for ensuring equitable access and opportunity for all students, regardless of their background.

US Public Schools Face Teacher Shortages Segregation and Funding Gaps

Education · 09/02/2025

US Public Schools Face Teacher Shortages Segregation and Funding Gaps

The US public education system faces multiple challenges, including teacher shortages, racial segregation, and funding difficulties. From Denver school closures to New York's segregation lawsuits and Louisiana's Ten Commandments controversy, educational equity is severely tested. While initiatives like Brown University's scholar programs offer some assistance, a collective societal effort is needed to overcome these obstacles and achieve true educational fairness. The system requires comprehensive solutions to address these deeply rooted issues and ensure equal opportunities for all students, regardless of background or location.

Medicaid Work Requirements May Harm Vulnerable Populations

Insurance · 06/19/2025

Medicaid Work Requirements May Harm Vulnerable Populations

A New York University study suggests Medicaid work requirements may be counterproductive, exacerbating health inequities and harming vulnerable populations. Instead of effectively reducing spending, mandatory work requirements could hinder access to care for those eligible for exemptions. The study urges the government to re-evaluate policy goals, ensuring fairness and health. The findings highlight the potential for unintended negative consequences, particularly for individuals already facing significant barriers to healthcare access, emphasizing the need for policies that prioritize equitable healthcare outcomes.

AI Transparency Push Targets Algorithm black Box

Education · 09/02/2025

AI Transparency Push Targets Algorithm black Box

This paper delves into the importance of Artificial Intelligence (AI) transparency, revealing the potential social crises caused by algorithmic bias and analyzing ethical considerations in areas like healthcare and social media. It emphasizes that enhancing algorithm transparency is crucial for breaking the algorithmic black box and ensuring fairness. The paper also introduces regulatory developments such as the EU AI Act and the White House's AI safeguards. Finally, it calls for collaborative efforts to ensure that AI truly serves the common good of humanity.

Ending Drug Subsidies Raises Mortality Among Lowincome Seniors

Insurance · 05/22/2025

Ending Drug Subsidies Raises Mortality Among Lowincome Seniors

Research from the University of Pennsylvania and Harvard University indicates a significant association between loss of Medicare Part D Low-Income Subsidy (LIS) and increased mortality among low-income seniors. The study highlights the critical impact of prescription drug accessibility on the health and lifespan of older adults, prompting serious considerations regarding the fairness and accessibility of healthcare coverage systems. This research underscores the importance of maintaining affordable access to medications for vulnerable populations to prevent adverse health outcomes and premature mortality.

Harvard Adapts to Evolving Higher Education Challenges

Education · 05/30/2025

Harvard Adapts to Evolving Higher Education Challenges

Recent events at Harvard University, including honors recognition, visa lawsuits, and graduation protests, highlight challenges facing American higher education regarding diversity and equity. These interconnected incidents reflect how US universities navigate the balance between academic reputation, social responsibility, and student rights in a globalized context. The events underscore the complexities of maintaining institutional prestige while addressing student concerns and upholding principles of fairness within a diverse student body. This situation prompts reflection on the evolving role of universities in shaping future leaders and fostering inclusive environments.

AI Decisionmaking Faces Growing Scrutiny Over Bias Concerns

Education · 09/02/2025

AI Decisionmaking Faces Growing Scrutiny Over Bias Concerns

The increasing application of AI in fields like hiring and education highlights the critical issue of algorithm fairness. Research reveals that AI systems can harbor biases, leading to unfair decisions. Virginia Tech has launched research projects aimed at building fairer AI systems. The article 'Transparency and Accountability in Artificial Intelligence Systems' emphasizes the importance of these principles. The problem of AI bias needs to be addressed to ensure fair outcomes in critical decision-making processes. Continuing Education will continue to monitor this important topic.

US Universities Tackle Student Basic Needs Insecurity

Education · 07/01/2025

US Universities Tackle Student Basic Needs Insecurity

This paper focuses on addressing the 'basic needs' security of university students in the United States. It analyzes the operational model of the 'Pack Essentials' program at North Carolina State University. By comparing and contrasting innovative initiatives at various universities, the study explores the systemic challenges in meeting students' fundamental needs. From the perspectives of students, institutions, and policymakers, it proposes strategies to create a more equitable and supportive higher education environment. The aim is to provide insights for building a system that better addresses student needs and promotes educational fairness.