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Ohad Einav

2 accepted papers

2024

Incentivizing Quality Text Generation via Statistical Contracts

NeurIPS 2024poster

While the success of large language models (LLMs) increases demand for machine-generated text, current pay-per-token pricing schemes create a misalignment of incentives known in economics as moral hazard: Text-generating agents have strong incentive to cut costs by preferring a cheaper model over th…