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Naoki Egami | Lattice

Naoki Egami

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Constitutional AI & AI Ethics (1)Data Curation & Synthetic Data (1)

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Sooahn Shin (1)

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Aug 18, 2026

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Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements

Valid inference from AI-generated data is possible without gold-standard labels, challenging the conventional reliance on costly benchmarks.

Naoki Egami, Sooahn Shin

Constitutional AI & AI Ethics Data Curation & Synthetic Data