Applications
Token Is All You Price
arXiv:2510.09859v4 Announce Type: replace-cross Abstract: A seller of a dynamic information service under an information-throughput constraint screens buyers who privately differ in urgency. We charac
arXiv:2510.09859v4 Announce Type: replace-cross Abstract: A seller of a dynamic information service under an information-throughput constraint screens buyers who privately differ in urgency. We characterize the revenue-optimal mechanism: deploy a single preference-aligned belief process; screen buyers with a menu of stopping-time caps. The result rationalizes tokenized GenAI pricing, from consumer subscription tiers to B2B API service tiers. Extensions to heterogeneous valuations and endogenous reasoning quality preserve the qualitative conclusions.
Related
- Understanding Generalization in Role-Playing Models via Information Theory
- MVIGER: Multi-View Variational Integration of Complementary Knowledge for Generative Recommender
- Domain-Specific Data Generation Framework for RAG Adaptation
- BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models
- Tuning Language Models for Robust Prediction of Diverse User Behaviors
Source: arXiv cs.AI | 2026-04-28