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2025 ICML ICML 2025

Why Has Predicting Downstream Capabilities of Frontier AI Models with Scale Remained Elusive?

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

❓ The Questioner
🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Rylan Schaeffer, Hailey Schoelkopf, Brando Miranda, Gabriel Mukobi, Varun Madan, Adam Ibrahim, Herbie Bradley, Stella Biderman, Sanmi Koyejo

Topics

Machine Learning > Optimization & Theory > Learning Theory Natural Language Processing > Applications > Question Answering Artificial Intelligence > Core AI > Large Language Models

Keywords

scaling behavior probability mass negative log-likelihood multiple-choice benchmark frontier ai models predictable evaluations
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