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Fair Bytes

Sharing byte-sized stories about fairness and ethics of AI

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  • The Future of AI Ethics: Blockchain

    The Future of AI Ethics: Blockchain

    How blockchain enables data transparency and ethical AI
    Go to the profile of Tanishq Sandhu
    Tanishq Sandhu
    Apr 2
    Interview: AI & Criminal Justice with Julia Dressel

    Interview: AI & Criminal Justice with Julia Dressel

    How do AI algorithms fit into recidivism prediction and criminal justice going forward?
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Mar 23
    Interview: Robot Ethics & Design with Shalaleh Rismani

    Interview: Robot Ethics & Design with Shalaleh Rismani

    How can we better design responsible AI and technology?
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Oct 26, 2021
    Ethically Automating Legal Practice

    Ethically Automating Legal Practice

    Can AI automate legal practice?
    Go to the profile of Sylvia E
    Sylvia E
    Jul 12, 2021
    The Increasing Gap between AI Innovation and AI Ethics: Facial Recognition

    The Increasing Gap between AI Innovation and AI Ethics: Facial Recognition

    Mapping out the facial recognition landscape.
    Go to the profile of Tanishq Sandhu
    Tanishq Sandhu
    Jun 29, 2021
    StereoSet: Combatting inherently biased linguistic models

    StereoSet: Combatting inherently biased linguistic models

    Exploring a dataset that measures bias in AI language models
    Go to the profile of Tanishq Sandhu
    Tanishq Sandhu
    Mar 29, 2021
    The Future of Commercial Deep Learning

    The Future of Commercial Deep Learning

    How do we balance its benefits and integrity going forward?
    Go to the profile of Arjun Subramonian 💻🐻🏳️‍🌈
    Arjun Subramonian 💻🐻🏳️‍🌈
    Jan 7, 2021
    Algorithms & Bias

    Algorithms & Bias

    Resources to gain a better understanding of how technology can be bias too.
    Go to the profile of Hiba
    Hiba
    Sep 20, 2020
    Adversarial Machine Learning: An Overview

    Adversarial Machine Learning: An Overview

    An exposition of the latest and greatest ways people have been fooling your neighborhood neural networks.
    Go to the profile of Pradyumna Shome
    Pradyumna Shome
    Sep 20, 2020
    Explaining Machine Learning Predictions and Building Trust with LIME

    Explaining Machine Learning Predictions and Building Trust with LIME

    A technique to explain how black-box machine learning classifiers make predictions
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Aug 13, 2020
    We Need to Change How Image Datasets are Curated

    We Need to Change How Image Datasets are Curated

    Why many gold-standard computer vision datasets, such as ImageNet, are flawed
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Jul 1, 2020
    Reading List for Fairness in AI Topics

    Reading List for Fairness in AI Topics

    Papers, books, and resources to learn about fairness in vision, NLP, and more
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Jun 24, 2020
    New Way to Measure Crowdsourcing Bias in Machine Learning

    New Way to Measure Crowdsourcing Bias in Machine Learning

    An overview of how to use counterfactual fairness to quantify the social bias of crowd workers
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Jun 17, 2020
    Why We Need AI Literacy

    Why We Need AI Literacy

    Reason #5: Just because you CAN develop an algorithm, doesn’t mean you SHOULD
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Jun 10, 2020
    How Biased is GPT-3?

    How Biased is GPT-3?

    Despite its impressive performance, the world’s newest language model reflects societal biases in gender, race, and religion
    Go to the profile of Catherine Yeo
    Catherine Yeo
    Jun 3, 2020
    Best Resources to Teach AI Ethics in the K-12 Classroom

    Best Resources to Teach AI Ethics in the K-12 Classroom

    Curricula, projects, and even fiction books to empower students to learn about AI ethics
    Go to the profile of Catherine Yeo
    Catherine Yeo
    May 27, 2020
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