Resources Related to Ethics and Data/Databases/Big Data/Algorithms
TED Talks:
- Buolamwini, Joy. “How I’m Fighting Bias in Algorithms.” TED Talks. November 2016. Length of Video: 8:36.
- Cukier, Kenneth. “Big Data is Better Data” TED Talks. June 2014. Length of Video: 15:43.
- Etlinger, Susan. “What do we do with all this big data” TED Talks. September 2014. Length of Video: 12:14.
- Greenwald, Glenn. “Why Privacy Matters.” TED Talks. October 2014. Length of Video: 20:29.
- Hauser, Robin. “Can We Protect AI from our Biases.” TED Institute. February 12, 2018. Length of Video, 12:24.
- O’Neil, Cathy. “The Era of Blind Faith in Big Data Must End.” TED Talks. April 2017. Length of Video: 13:11.
- Sharma, Kriti. “How To Keep Human Bias Out of AI.” TED Talks. March 2018. Length of Video: 12:02.
- Thomas, Courtney. “Tech Bias and Algorithmic discrimination.” TEDx Talks. July 22, 2019. Length of Video, 13:42.
- Tufekci, Zeynep. “Machine intelligence makes human morals more important.” TED Talks. June 2016. Length of Video: 17:33.
- Wallace, Marie. “The Ethics of Collecting Data.” TED Talks. September 2014. Length of Video: 10:22.
YouTube Videos:
- “You should Be Worried About Your DNA Privacy” The Atlantic. October 31, 2018. Length of video: 2:50
- Ashe, Jabril. “Algorithmic Bias and Fairness: Crash Course AI #18.” Crashcourse. December 13, 2019. Length of Video, 11:19.
- Kelley, Diana. August 2019. “Ethics in Artificial Intelligence & Machine Learning – A business and cyber risk perspective.” BrightTalk. August 2019. Length of Video: 47:32.
Journal Articles
- Sandvig, Christian, Kevin Hamilton, Karrie Karahalios, and Cedric Langbort. “When the Algorithm Itself is a Racist: Diagnosing Ethical Harm in the Basic Components of Software.” International Journal of Communication 10 (2016), 4972-4990.
Magazines Articles:
- Ball, James. August 21, 2020. “How much information is given away online when we agree to accept cookies?”
- Brown, Annie. February 7, 2020. “Biased Algorithms Learn From Biased Data: 3 Kinds Biases Found in AI Datasets.” Forbes.
- Budd, Chris. December 12, 2018. “Machine learning: Is it ethical?” +plus Magazine
- Bushwick, Sophie. February 14, 2020. “Will Past Criminals reoffend? Homans Are Terrible at Guessing, and Computers Aren’t Much Better.” Scientific America.
- DeBois, Pierre. July 29, 2020. “How Machine Learning is Influencing Diversity & Inclusion.”
- Finger, Lutz. May 28, 2020. “It’s The Data, Stupid! Why AI Might Get It Wrong.” Forbes.
- Jercich, Kat. August 18, 2020. “AI bias may worsen COVID-19 health disparities for people of color.” Healthcare IT News
- Lee, Nicol Turner, Paul Rsnick, and Genie Barton. May 22, 2019. “Algorithmic bias detection and mitigation: Best Practices and Policies to Reduce Consumer Harms.” Brookings.
- McElaney, Maureen. August 17, 2018. “Cognitive Bias in Machine Learning.” Medium.
- Ongweso, Edward, Jr. July 29, 2019. “Racial Bias in AI Isn’t Getting Better and Neither Are Researchers’ Excuses.” Vice.
- Peskoe-Yang, Lynne. September 18, 2019. “Algorithms Have Nearly Mastered Human Language. Why Can’t They Stop Being Sexist?” Vice.
- Romano, Aja. October 10, 2019. “A Group of YouTubers is Trying to Prove the Site Systematically Demonetizes Queer Content.” Vox.
- Shaw, Jonathan. February 2019. “Artificial Intelligence and Ethics.” Harvard Magazine
- Truong, Kevin. June 23, 2020. “This Image of a White Barack Obama Is AI’s Racial Bias Problem in a Nutshell.” Vice.
