Sergio Fonrouge

Scale AI

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Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Scientific Discovery & Drug Design (1)

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Udari Madhushani Sehwag (1)Elaine Lau (1)Haniyeh Ehsani Oskouie (1)Shayan Shabihi (1)

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Apr 12, 2026

2w ago·also Human Frontier Collective, McGill, Princeton, UMD +1

SciPredict: Can LLMs Predict the Outcomes of Scientific Experiments in Natural Sciences?

LLMs can't reliably predict scientific experiment outcomes, and more worryingly, they have no idea when they're wrong, unlike human experts whose accuracy skyrockets when they feel confident.

Udari Madhushani Sehwag, Elaine Lau, Haniyeh Ehsani Oskouie +14

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Scientific Discovery & Drug Design

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Sergio Fonrouge

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)