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[n.d.]. The Cisco Case Could Expose Rampant Prejudice Against Dalits in Silicon Valley. https:\/\/thewire.in\/caste\/cisco-caste-discrimination-silicon-valley-dalit-prejudice. (Accessed on 08\/14\/2020)."},{"key":"e_1_3_2_1_141_1","unstructured":"Geoff Mulgan and Vincent Straub. [n.d.]. The new ecosystem of trust: how data trusts collaboratives and coops can help govern data for the maximum public benefit | Nesta. https:\/\/www.nesta.org.uk\/blog\/new-ecosystem-trust\/. (Accessed on 08\/21\/2020)."},{"key":"e_1_3_2_1_142_1","doi-asserted-by":"publisher","DOI":"10.1145\/3359221"},{"key":"e_1_3_2_1_143_1","unstructured":"Anand Murali. 2019. How India's data labellers are powering the global AI race | FactorDaily. https:\/\/factordaily.com\/indian-data-labellers-powering-the-global-ai-race\/. 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