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Jamie Tucker-Foltz

3 accepted papers

2026

Adaptive Contracts for Cost-Effective AI Delegation

ICML 2026poster

When organizations delegate text generation tasks to AI providers via pay-for-performance contracts, expected payments rise when evaluation is noisy. As evaluation methods become more elaborate, the economic benefits of decreased noise are often overshadowed by increased evaluation costs. In this wo…

Cited by 0SourceScholar
2023

Representation with Incomplete Votes

AAAI 2023technical

Platforms for online civic participation rely heavily on methods for condensing thousands of comments into a relevant handful, based on whether participants agree or disagree with them. These methods should guarantee fair representation of the participants, as their outcomes may affect the health of…