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cs.GT2026
Pricing Time, Not Just Tokens: Latency-Aware Mechanism Design for LLM Inference
Ian McDougall, Karthikeyan Sankaralingam
The economic theory of LLM pricing treats tokens as a homogeneous commodity considering aggregate token count as the main features buyers and sellers consider. We model inference a…
cs.GT2025
The Impact Market to Save Conference Peer Review: Decoupling Dissemination and Credentialing
Karthikeyan Sankaralingam
Top-tier academic conferences are failing under the strain of two irreconcilable roles: (1) rapid dissemination of all sound research and (2) scarce credentialing for prestige and…