Scholar
Melanie Mitchell
Google Scholar ID: 4xK5uaQAAAAJ
Professor, Santa Fe Institute
Citations & Impact
Citations
12,295
H-index
37
i10-index
75
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- Author or editor of six books and over 100 scholarly papers
- 2025: Published 'Why AI chatbots lie to us' and 'Artificial intelligence learns to reason' in Science
- 2025: Preprint 'Do AI models perform human-like abstract reasoning across modalities?' (arXiv:2510.02125)
- 2025: Paper 'Evaluating the robustness of analogical reasoning in large language models' in Transactions on Machine Learning Research
- 2024: Multiple publications in Science, TACL, and Proceedings of the Cognitive Science Society Conference
- 2023: Key papers in Science, PNAS, and Transactions on Machine Learning Research on AI understanding, evaluation benchmarks, and probing LLM psychology
Co-authors