Indeed – this piece by @BigMeanInternet really adds another layer to the Clever Hans story
@katecrawford
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Critical Questions and Strategies for ML Dataset Lifecycle Management
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The guide offers questions, suggestions, strategies, and resources while working with ML datasets at every phase of their lifecycle, and shows the benefits of working critically with them. It gives you the questions that we've found helpful in our work with large ML datasets.
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Field Guide to Critical Dataset Navigation and Classification
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The field guide aims to help you navigate the complexities of datasets, and explore the implications of what you choose, build, and design. It invites you to mess with these messy forms and to approach any logic of classification with a critical eye.
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Critical Field Guide for Working With Machine Learning Datasets Released
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NEW: Today we release a 'Critical Field Guide for Working With Machine Learning Datasets' by @SarahCiston
. It's a practical guide to navigating datasets. If you're an engineer, designer, journalist artist, or a student who uses datasets, it's here for you. -
Discussion on paper examining total compute costs
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Agreed – did you read the paper? It's pretty specifically looking at total compute costs
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Hardware efficiency challenges for data center decarbonization goals
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Interesting, Brett. The paper notes: 'Anticipating high adoption of AVs, business-as-usual decarbonization, and workloads doubling every three years, hardware efficiency must double every 1.1 years for emissions in 2050 to equal 2018 data center emissions." We're not even close.
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Autonomous Vehicles’ AI Could Equal Today’s Data Center Emissions
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Self-driving cars could be a climate disaster. This MIT study models the carbon footprint of autonomous vehicles: if they are adopted at global scale, their AI compute systems could generate as much greenhouse gas emissions as all data centers today.
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WSJ Feature on Anatomy of an AI System at MoMA
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"A spokesperson for Amazon declined to comment on the piece." Great feature in @WSJ by @bylizyoung on Anatomy of an AI System installation at @MuseumModernArt
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AI Magic Show: Critique of Mystical AI Narratives and Accountability
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'The AI Magic Show': smart piece by @jwherrman in @NYMag
. "The most significant consequence of a mystical, inevitable account of AI…is that it negates the sort of rigorous criticism that might make it better for the people on whom it will be deployed." -
Legal Victory Against Clearview AI Using Right of Publicity
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HUGE news: a legal victory against Clearview AI! Congrats @JustFuturesLaw @ConMijente @NorResist
. Read the brief by Mel Dincer & @Lawgeek on how the right of publicity can protect people from image exploitation in facial recognition systems. https://
papers.ssrn.com/sol3/papers.cf
m?abstract_id=4238870
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