Tag: Transparency

The Rise of Data and AI Ethics

Data Analytics, Data Ownership, Discrimination, Government Regulation, Transparency

Author: Nihar Dalmia, David Schatsky; Publisher: Deloitte. Insights; Publication Year: 2019. The following article provides a brief overview of how governments could and should be involved in the regulation of data ownership. Unlike so many…
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AlgorithmWatch Forced to Shut Down Instagram Monitoring Project After Threats from Facebook

Algorithms, Facebook, Instagram, Social Media, Transparency, User Privacy

Author: Nicolas Kayser-Bril; Publisher: AlgorithmWatch; Publication Year: 2020. The following article attempts to explore what drives the Instagram algorithm’s recommendations on people’s timelines led to a serious response form Facebook looking to shut it down.…
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Making Trust a Priority: A Framework for the Ethical Use of Data

Choice, Data Creation, Data Policies, Fairness, Safety, Security, Transparency

Author: Nicholas Knoop; Publisher: Medium; Publication Year: 2021. The following article discusses how with the global creation of data is expected to reach 180 zettabytes by 2025, and there is a growing imperative for data…
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Can the Metaverse and Data Ethics Coexist?

Data Collection, Data Usage, Metaverse, Minority Groups, Transparency

Author: Natalie Cramp; Publisher: AIThority; Publication Year: 2022. The following article discusses how the metaverse is the idealized next version of the internet where users can share digital experiences using real-world currency. Users can use…
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SAM: The Sensitivity of Attribution Methods to Hyperparameters

Explainability, Machine Learning, Training Data, Transparency

Author: Naman Bansal, Chirag Agarwal, Anh Nguyen; Publisher: N/A; Publication Year: 2020. The following article provides examples and an accompanying talk that illustrates how in many classification machine learning systems, even more explainable models, not…
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Responsible AI: Scale AI with Confidence

Artificial Intelligence, Data Governance, Data Security, Privacy Protection, Responsible AI, Transparency, Unintended Bias

Author: N/A; Publisher: Accenture; Publication Year: N/A. The following article discuss how artificial intelligence (AI) has proved to be beneficial to business time and time again but with the use of AI comes a great…
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5 Ethical Questions in Data Science

Algorithms, Consent, Data Science, Discrimination, Human Bias, Transparency

Author: N/A; Publisher: Future Learn; Publication Year: N/A. The following article discusses how data science has increased rapidly; however, the concerns around the ethical use of it by organizations have risen alongside it. We have…
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Data in Advertising: What it Means to be an Ethical Marketer

Accuracy, Consumer Privacy, Data Sourcing, Decency, Ethical Data Collection, Fairness, Marketing, Third-Party Data, Transparency

Author: Michael Peralta; Publisher: iab. Tech Lab; Publication Year: 2022. The following article emphasizes the importance of ethical data collection and utilization in marketing, in addition to providing a set of principles to be followed…
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Benefits and Ethical Challenges in Data Science — COMPAS and Smart Meters

COMPAS Program, Data Collection, Discriminatory Practices, Racial Discrimination, Transparency

Author: Maximillian Hofer; Publisher: Medium; Publication Year: 2018. The following article mentions some ethical challenges or issues with companies having large amounts of data on individuals. While using these large amounts of data can provide…
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