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Marcus, Gary. “An Epidemic of AI Misinformation.” The Gradient, November 30, 2019. https://thegradient.pub/an-epidemic-of-ai-misinformation/.
- Weinberg, Justin. “Philosophers On GPT-3 (Updated with Replies by GPT-3).” Daily Nous, July 30, 2020. http://dailynous.com/2020/07/30/philosophers-gpt-3/.
- Wiseman, Howard. “Philosopher David Chalmers Interviewed on Whether the New AI Text Generator, GPT3, Could Be Conscious.” Accessed September 9, 2020. https://www.facebook.com/howard.wiseman.9/posts/4489589021058960.
- GPT-3. “A Robot Wrote This Entire Article. Are You Scared yet, Human? | GPT-3.” The Guardian, September 8, 2020, sec. Opinion. https://www.theguardian.com/commentisfree/2020/sep/08/robot-wrote-this-article-gpt-3.
- Brown, Tom B., Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, et al. “Language Models Are Few-Shot Learners.” ArXiv:2005.14165 [Cs], July 22, 2020. http://arxiv.org/abs/2005.14165.
- Jobin, Anna, Marcello Ienca, and Effy Vayena. “The Global Landscape of AI Ethics Guidelines.” Nature Machine Intelligence 1, no. 9 (September 2019): 389–99. https://doi.org/10.1038/s42256-019-0088-2.
- Sonnad, Nikhil. “A Gender-Biased Poem about ‘Lazy’ Women, by Google Translate.” Quartz, November 29, 2017. https://qz.com/1141122/google-translates-gender-bias-pairs-he-with-hardworking-and-she-with-lazy-and-other-examples/.
- Google Translate gender example input
- Richardson, Rashida, Jason M Schultz, and Kate Crawford. “DIRTY DATA, BAD PREDICTIONS: HOW CIVIL RIGHTS VIOLATIONS IMPACT POLICE DATA, PREDICTIVE POLICING SYSTEMS, AND JUSTICE.” NEW YORK UNIVERSITY LAW REVIEW 94 (n.d.): 42.
- West, Sarah Myers, Meredith Whittaker, and Kate Crawford. “DISCRIMINATING SYSTEMS,” April 2019, 33. (https://ainowinstitute.org/discriminatingsystems.pdf)
- ipvideomarket. “Hikvision Markets Uyghur Ethnicity Analytics, Now Covers Up.” IPVM, 15:09 500. https://ipvm.com/reports/hikvision-uyghur.
- Rollet, Charles. “Hikvision Markets Uyghur Ethnicity Analytics, Now Covers Up.” IPVM, November 11, 2019. https://ipvm.com/reports/hikvision-uyghur.
- Financial Times. “Emotion Recognition Is China’s New Surveillance Craze.” Text. The Straits Times, November 7, 2019. https://www.straitstimes.com/asia/east-asia/emotion-recognition-is-chinas-new-surveillance-craze.
- https://www.cnas.org/publications/reports/the-american-ai-century-a-blueprint-for-action
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Heather Dewey-Hagborg: How do you see me?
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Trevor Paglen and Kate Crawford on their project ImageNet-Roulette: Excavating AI; The Guardian on the project: The viral selfie app ImageNet Roulette seemed fun – until it called me a racist slur; and the exhibition of their work at Fondazione Prada: Training Humans
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Zach Blas: I am here to learn so :)))))) and Icosahedron
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Here is the Google Spread Sheet for the "spread sheet neural network": https://docs.google.com/spreadsheets/d/1LNcokuQ2SIAgEieiM_uuLRhnSC08tvGrGP1sJ16CGSA/edit?usp=sharing
... and the finished network: -
Very good introduction to neural networks working along recognizing handwritten numbers: Michael Nielsen: Neural Networks and Deep Learning
Weekly scheduled assignments and talks
NYU Abu Dhabi Decoding Nature by Joerg Blumtritt @jbenno - Other classes I teach: github.com/jbenno