most citedPrivacy-Preserving Language Model Inference with Instance Obfuscation

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cs.ET2026

Fairly Compensated Distributed Information Retrieval and Augmentation for AI Agents

Yixiang Yao, Pasha Barahimi, Srivatsan Ravi

The increasing reliance of autonomous AI agents on external and distributed knowledge sources introduces a fundamental challenge for decentralized information marketplaces: retriev…