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cs.CY2026
Open at the Edge, Captured at the Center: llama.cpp and the Political Economy of Local AI Inference
Woohyeuk Lee, Hanlin Li, David Gray Widder
Critical scholarship on open AI has focused on model releases and cloud ecosystems, leaving the local inference infrastructure that makes open-weight models runnable on user-owned…
cs.CY2025
Collective Bargaining in the Information Economy Can Address AI-Driven Power Concentration
Nicholas Vincent, Matthew Prewitt, Hanlin Li
This position paper argues that there is an urgent need to restructure markets for the information that goes into AI systems. Specifically, producers of information goods (such as…