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Tag: Inequality
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
Price:$19.00– $10.49
(as of Jan 05,2025 00:23:43 UTC – Details)
Publisher : Crown; Reprint edition (September 5, 2017)
Language : English
Paperback : 288 pages
ISBN-10 : 0553418831
ISBN-13 : 978-0553418835
Item Weight : 2.31 pounds
Dimensions : 5.09 x 0.59 x 7.92 inchesCustomers say
Customers find the book accessible and relevant for non-technical readers. They find it thought-provoking and enlightening, providing a great summary of data science algorithms and how this information is used. Many appreciate the realistic perspective and clear picture it provides. However, some readers feel the book has an unbalanced perspective that reinforces social divides.
AI-generated from the text of customer reviews
In today’s digital age, data is everywhere. From social media posts to online purchases, our every move is being tracked and analyzed by companies and governments alike. While this may seem harmless at first glance, the reality is that this data can be used to perpetuate inequality and threaten democracy.In her book “Weapons of Math Destruction,” author Cathy O’Neil explores how big data is being used in ways that harm society rather than help it. O’Neil argues that algorithms and data analysis can often reinforce existing biases and discrimination, leading to increased inequality in areas such as education, employment, and criminal justice.
For example, algorithms used in hiring processes may inadvertently discriminate against certain groups based on factors such as race or gender. Similarly, predictive policing algorithms may disproportionately target minority communities, leading to further mistrust between law enforcement and the public.
Furthermore, the use of big data in political campaigns has raised concerns about the manipulation of public opinion and the erosion of democratic norms. By micro-targeting voters based on their online behavior, political parties can tailor their messaging to specific groups, potentially swaying election outcomes in ways that are not transparent or fair.
As we continue to rely more heavily on data and algorithms in our decision-making processes, it is crucial to be aware of the potential dangers they pose. By understanding how big data can exacerbate inequality and threaten democracy, we can work towards creating more ethical and equitable systems that benefit society as a whole.
#Weapons #Math #Destruction #Big #Data #Increases #Inequality #Threatens #Democracy,machine learning: an applied mathematics introduction
Hurricane Harvey’s Aftermath: Place, Race, and Inequality in Disaster Recovery (
Hurricane Harvey’s Aftermath: Place, Race, and Inequality in Disaster Recovery (
Price :136.14– 113.45
Ends on : N/A
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Hurricane Harvey’s Aftermath: Place, Race, and Inequality in Disaster RecoveryHurricane Harvey devastated Texas in 2017, causing widespread destruction and loss of life. As the region continues to recover from the disaster, it has become clear that the impacts of the hurricane were not felt equally by all residents. In fact, the storm highlighted existing inequalities in terms of place, race, and socio-economic status.
One of the most striking aspects of the aftermath of Hurricane Harvey was the differential impact on different neighborhoods and communities. Low-income areas and communities of color were disproportionately affected by the storm, as they were more likely to be located in flood-prone areas and lacked the resources to evacuate or recover from the disaster. In contrast, wealthier and predominantly white neighborhoods were better able to withstand the storm’s impact and recover more quickly.
The response to Hurricane Harvey also highlighted disparities in access to resources and support. Many low-income and minority communities faced challenges in accessing emergency assistance, shelter, and other essential services in the aftermath of the storm. This lack of support further exacerbated the inequalities that already existed in these communities.
Moving forward, it is crucial that disaster recovery efforts take into account these disparities and work to address the underlying issues of place, race, and inequality. By prioritizing the needs of marginalized communities and ensuring that resources are distributed equitably, we can help to build a more resilient and just society in the face of future disasters.
#Hurricane #Harveys #Aftermath #Place #Race #Inequality #Disaster #Recovery, Disaster Recovery
AI, Ethics, and Equality: Addressing Cultural Bias and Digital Inequality in Faith-Based and Educational Communities
Price: $19.99
(as of Dec 24,2024 18:54:51 UTC – Details)
ASIN : B0DPCSJPPP
Publisher : Independently published (November 30, 2024)
Language : English
Paperback : 100 pages
ISBN-13 : 979-8301807794
Item Weight : 11.2 ounces
Dimensions : 8.5 x 0.23 x 11 inches
In today’s rapidly evolving technological landscape, artificial intelligence (AI) has emerged as a powerful tool with the potential to revolutionize countless aspects of society, including education and faith-based communities. However, as AI continues to advance, it is essential to consider the ethical implications and address issues of cultural bias and digital inequality that may arise.One of the most pressing concerns surrounding AI is the potential for bias to be inadvertently built into algorithms and decision-making processes. This bias can manifest in various forms, including racial, gender, or socioeconomic biases, leading to discrimination and perpetuating inequality. In the context of education and faith-based communities, this bias can have far-reaching consequences, shaping the experiences and opportunities available to individuals within these communities.
To combat bias in AI, it is crucial for developers and stakeholders to prioritize diversity and inclusion in the design and implementation of AI systems. This includes ensuring that diverse perspectives are represented in the development process, actively seeking out and addressing biases in algorithms, and regularly auditing and evaluating AI systems for fairness and equity.
Additionally, digital inequality remains a significant barrier in ensuring equal access to AI technology and its benefits. In many educational and faith-based communities, disparities in access to technology and digital literacy skills can exacerbate existing inequalities and widen the digital divide. To address this issue, it is essential to invest in initiatives that promote digital literacy, provide equitable access to technology, and bridge the gap between those who have access to AI technology and those who do not.
As we navigate the intersection of AI, ethics, and equality in faith-based and educational communities, it is crucial to prioritize the values of fairness, transparency, and inclusivity. By actively addressing cultural bias and digital inequality, we can harness the power of AI to create more equitable and inclusive communities that empower all individuals to thrive and succeed.
#Ethics #Equality #Addressing #Cultural #Bias #Digital #Inequality #FaithBased #Educational #Communities
The New Empire of AI: The Future of Global Inequality
Price: $9.48
(as of Dec 17,2024 16:17:32 UTC – Details)
ASIN : B0DM6PQZTP
Publisher : Polity; 1st edition (November 5, 2024)
Publication date : November 5, 2024
Language : English
File size : 1096 KB
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Enabled
Print length : 195 pages
Page numbers source ISBN : 1509553096
The rise of artificial intelligence (AI) has ushered in a new era of technological advancement and innovation. However, as AI continues to transform industries and reshape economies, concerns about its impact on global inequality have also grown.The increasing automation of jobs, the concentration of wealth in the hands of a few tech giants, and the potential for AI to exacerbate existing disparities in access to resources and opportunities have raised important questions about the future of global inequality in the age of AI.
While AI has the potential to improve efficiency, productivity, and quality of life for many people, there are also risks that it could widen the gap between the haves and have-nots, both within and between countries. As AI becomes more prevalent in sectors such as healthcare, finance, transportation, and education, those who lack access to AI-powered tools and technologies may find themselves at a significant disadvantage.
In order to address these challenges, policymakers, businesses, and researchers must work together to ensure that the benefits of AI are distributed more equitably across society. This may involve creating new policies and regulations to promote fairness and transparency in AI systems, investing in education and training programs to help workers adapt to the changing labor market, and fostering greater collaboration and knowledge sharing between countries to reduce the risk of AI-driven inequalities.
Ultimately, the future of global inequality in the age of AI will depend on the choices we make today. By taking proactive steps to address the potential risks and challenges of AI, we can help ensure that the benefits of this transformative technology are shared more widely and equitably among people around the world.
#Empire #Future #Global #Inequality
Soaking the Middle Class: Suburban Inequality and Recovery from Disaster
Price:$37.50– $32.02
(as of Nov 27,2024 03:00:52 UTC – Details)
Publisher : Russell Sage Foundation (July 15, 2022)
Language : English
Paperback : 243 pages
ISBN-10 : 0871547163
ISBN-13 : 978-0871547163
Reading age : 16 years and up
Item Weight : 10.4 ounces
Dimensions : 6 x 0.55 x 9 inches
In the aftermath of a disaster, it is often the middle class in suburban areas that bear the brunt of the financial burden. While they may not qualify for assistance programs designed for low-income individuals, they also do not have the financial resources to quickly recover from the devastation.Suburban areas are often hit hard by disasters, whether it be a hurricane, wildfire, or other natural calamity. The damage to homes, businesses, and infrastructure can be extensive, leaving families struggling to pick up the pieces and rebuild their lives. However, the middle class in these areas may find themselves in a precarious position, as they are not eligible for the same level of assistance as low-income individuals, yet they do not have the financial resources to bounce back quickly.
In the wake of a disaster, the cost of repairs and rebuilding can quickly add up, putting a strain on the finances of middle-class families. Insurance may cover some of the costs, but deductibles and coverage limits can still leave families with significant out-of-pocket expenses. And for those without insurance, the financial burden can be even greater.
Furthermore, the disruption to businesses and employment opportunities in suburban areas can further exacerbate the financial strain on the middle class. With businesses closed or struggling to reopen, job opportunities may be limited, leading to income loss and financial insecurity for families already struggling to recover from the disaster.
To address these challenges, policymakers and community leaders must prioritize support for the middle class in suburban areas affected by disasters. This could include expanding assistance programs to include middle-class families, providing financial resources for rebuilding efforts, and creating economic development initiatives to spur recovery in affected communities.
By recognizing and addressing the unique challenges faced by the middle class in suburban areas after a disaster, we can ensure a more equitable and resilient recovery for all members of the community. Soaking the middle class in times of crisis is not a sustainable or equitable solution – it is time to prioritize support for these families and ensure they have the resources they need to rebuild and thrive.
#Soaking #Middle #Class #Suburban #Inequality #Recovery #Disaster
Hurricane Harvey’s Aftermath: Place, Race, and Inequality in Disaster Recovery
Price: $28.00
(as of Nov 24,2024 04:36:01 UTC – Details)
Publisher : NYU Press (August 11, 2020)
Language : English
Paperback : 208 pages
ISBN-10 : 1479800759
ISBN-13 : 978-1479800759
Item Weight : 10.2 ounces
Dimensions : 6 x 0.51 x 9 inches
In the wake of Hurricane Harvey, it has become increasingly evident that the aftermath of natural disasters is not equal for all communities. The devastating impact of the hurricane has highlighted the intersectionality of place, race, and inequality in disaster recovery efforts.Communities of color and low-income neighborhoods are often hit the hardest by natural disasters, as they are more likely to be located in flood-prone areas and have limited resources to prepare for and recover from such events. In the case of Hurricane Harvey, neighborhoods like Houston’s historically Black Third Ward and East End have faced immense challenges in rebuilding and recovering from the storm’s destruction.
The lack of investment in these communities prior to the hurricane has exacerbated the impact of the disaster, leaving residents with limited access to resources such as affordable housing, healthcare, and economic opportunities. Inequities in disaster recovery efforts have further widened the gap between wealthy and marginalized communities, as wealthier neighborhoods receive quicker and more thorough assistance while disadvantaged areas are left to fend for themselves.
As we reflect on Hurricane Harvey’s aftermath, it is crucial to address the systemic issues of place, race, and inequality that have contributed to the unequal distribution of resources and support in disaster recovery. By centering the needs and voices of marginalized communities in recovery efforts, we can work towards a more just and equitable future for all.
#Hurricane #Harveys #Aftermath #Place #Race #Inequality #Disaster #Recovery
