[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$fPXnIIrp1wb-V0-Z3M4VN7Qd2j3f0x2rFEpffY4gwq_4":3,"$fw5aAxk1jm5CJpV9hNkDzL-fKq3wEVvecWlfIJPS0zpc":12},{"author":4,"tags":11},{"author_id":5,"author_name":6,"author_name_first_letter":7,"article_count":8,"bio":9,"short_bio":9,"bio_jsonld":9,"slug":10,"image_url":9},210597,"Virginia Eubanks","V",4,null,"virginia-eubanks",[],{"quotes":13,"pagination":41},[14,22,28,35],{"id":15,"quote_text":16,"author_id":5,"source_id":17,"has_image":18,"author":19,"source":20,"quote_tag":21,"commentary":9},3497897,"But its outwardly neutral classifications mask discriminatory outcomes that rob whole communities of wealth, compounding cumulative disadvantage.",6,false,{"id":5,"author_name":6,"slug":10,"author_name_first_letter":7,"article_count":8,"image_url":9},{},[],{"id":23,"quote_text":24,"author_id":5,"source_id":17,"has_image":18,"author":25,"source":26,"quote_tag":27,"commentary":9},3497879,"Our national journey from the county poorhouse of the nineteenth century to the digital poorhouse today reveals a remarkably durable debate between those who wish to eliminate and alleviate poverty and those who blame, imprison, and punish the poor.",{"id":5,"author_name":6,"slug":10,"author_name_first_letter":7,"article_count":8,"image_url":9},{},[],{"id":29,"quote_text":30,"author_id":5,"source_id":17,"has_image":18,"author":31,"source":32,"quote_tag":33,"commentary":34},3497862,"When automated decision-making tools are not built to explicitly dismantle structural inequities, their speed and scale intensify them.",{"id":5,"author_name":6,"slug":10,"author_name_first_letter":7,"article_count":8,"image_url":9},{},[],"**The Backstory**\n\nVirginia Eubanks, an American author and advocate for social justice, likely penned this quote within the context of her 2018 book \"Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor.\" At that time, she was examining the intersection of technology and social welfare systems in the United States. Her work aimed to expose how automation can perpetuate and exacerbate systemic injustices.\n\n**The Hidden Insight**\n\nMost readers might interpret this quote as a critique of automated decision-making tools for neglecting their inherent biases. However, Eubanks' assertion goes further: she's highlighting that even when these tools don't explicitly aim to dismantle structural inequities, their very efficiency and reach can inadvertently (or intentionally) amplify existing disparities.\n\n**How to Use This**\n\nWhen developing or using automated systems in your professional life, remember that speed and scale are not neutral. Consider how your tools might be unintentionally contributing to the problem you're trying to solve, and actively design for equity from the outset. This means acknowledging and addressing the structural inequities baked into your processes, lest they intensify the very issues you're attempting to mitigate.",{"id":36,"quote_text":37,"author_id":5,"source_id":17,"has_image":18,"author":38,"source":39,"quote_tag":40,"commentary":9},3497853,"The digital poorhouse is persistent. Once they scale up, digital systems can be remarkably hard to decommission. Think, for example, about what might happen if the world learned about a gross violation of trust at a large data company like Google.",{"id":5,"author_name":6,"slug":10,"author_name_first_letter":7,"article_count":8,"image_url":9},{},[],{"currentPage":42,"totalPages":42,"totalItems":8,"itemsPerPage":43},1,10]