most citedScaling Human Judgment in Community Notes with LLMs

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cs.CY2026

The Collapse of Heterogeneity in Silicon Philosophers

Yuanming Shi, Andreas Haupt

Silicon samples are increasingly used as a low-cost substitute for human panels and have been shown to reproduce aggregate human opinion with high fidelity. We show that, in the al…

cs.CY2025★ 2 cited

Scaling Human Judgment in Community Notes with LLMs

Haiwen Li, Soham De, Manon Revel +6

This paper argues for a new paradigm for Community Notes in the LLM era: an open ecosystem where both humans and LLMs can write notes, and the decision of which notes are helpful e…