Ghost Work
by Mary L. Gray
Mary L. Gray exposes the invisible army of 'ghost workers' who train AI and power Silicon Valley's digital economy—for poverty wages.
"These people doing ghost work make the internet seem smart".
Editorial Summary
Anthropologist Mary L. Gray and computer scientist Siddharth Suri expose the hidden human labor force that powers artificial intelligence and digital platforms like Amazon, Google, Microsoft, and Uber. Through five years of research, they reveal how millions of 'ghost workers' perform invisible piecework—flagging content, transcribing audio, training machine learning algorithms—earning below minimum wage without benefits or labor protections. Gray, a Microsoft Research Senior Principal Researcher and Harvard Berkman Klein Center Fellow, argues that this emerging 'ghost economy' represents a new form of digital exploitation, where workers serve as human processors in the global AI supply chain. The book demonstrates how artificial intelligence depends on human judgment while creating a precarious underclass of on-demand laborers.
Perspective
"Essential reading for anyone concerned about the human cost of artificial intelligence development and the gig economy's expansion into AI training. As large language models like GPT-4 and Claude require massive human feedback to function properly, Gray's investigation reveals the exploitative labor practices hidden behind seemingly automated systems that will only intensify with generative AI's growth."
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