navigating the future of data trading
I’m reading some papers about mechanism design on pricing of information, following up on this data trading reading session Bergemann et al. (AER 2018): The Design and Price of Information. Bergemann et al. (EC 2022): Is Selling Completely Information (Approximately) Optimal? Bergemann et al. (EC 2015): Selling Cookies. Hopefully, I’ll finish them within this week. I have a strong feeling that they will be immensely interesting. Before our discussion, a short notice: a review of numerous news posts and literature in econ-CS reveals a significant discrepancy between academic research on data trading in algorithmic game theory (AGT) and Econ-CS communities, and the evolving realities of the actual data trading market. It’s possible that there exists another body of literature I’m yet to discover; however, the current economic literature, particularly on information design, lacks a clear outline of a real-world data trading market. Moreover, with the rise of generative AI, the valuation of data, such as labeled data coveted by tech giants for exclusivity, needs reevaluation to align with AI training standards. ...