Centralizing data in a single repository, while it permits powerful computation and advanced algorithms, poses significant privacy risks and creates a single point of failure.
Source quote, verbatim
However, this centralization can pose significant privacy risks and create a single point of failure.
Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807
Holds when
in centralized AI architectures that pool data into one repository
Classification
failuresupport: arguedfailure: centralized single point of failurefamily: recentralization-driftdecentralizationai-and-agentsconsensus-and-security
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