Research
Selected publications
- AI deception: A survey of examples, risks, and potential solutions (with S. Goldstein, A. O’Gara, M. Chen, and D. Hendrycks). Patterns. 5(5) (2024), 100988.
- Diminished diversity-of-thought in a standard large language model (with P. Schoenegger and C. Zhu), Behavior Research Methods 56 (2024), 5754-5770.
- Cooperation in alternating interactions with memory constraints (with M. A. Nowak and C. Hilbe). Nature Communications. 13 (2022), Article no. 737.
- The evolution of cognitive biases in human learning. Journal of Theoretical Biology. 541 (2022), 111031.
List of publications
Mathematical modeling:
- Cooperation in alternating interactions with memory constraints (with M. A. Nowak and C. Hilbe). Nature Communications 13 (2022), Article no. 737.
- The evolution of cognitive biases in human learning. Journal of Theoretical Biology. 541 (2022), 111031.
- Divide-and-conquer dynamics in AI-driven disempowerment (with M. Tegmark). arXiv CS (2023). Preprint.
- Devising and detecting phishing emails using large language models (with F. Heiding, B. Schneier, A. Vishwanath, and J. Bernstein). IEEE Access. 12 (2024). 42131-42146.
Experimental studies:
- Large language model prediction capabilities: Evidence from a real-world forecasting tournament (with P. Schoenegger). arXiv CS (2023). Preprint.
- Diminished diversity-of-thought in a standard large language model (with P. Schoenegger and C. Zhu), Behavior Research Methods 56 (2024), 5754-5770.
- Perils and opportunities in using large language models in psychological research (with S. Abdurahman, M. Atari, F. Karimi-Malekabadi, M. J. Xue, J. Trager, P. Golazizian, A. Omrani, and M. Dehghani). PNAS Nexus 3(7) (2024). Link currently directs to the Open Science Framework preprint.
- Which humans? (with M. Atari, M. J. Xue, D. Blasi, and J. Henrich) Open Science Framework PsyArXiv (2024). Preprint.
- Wisdom of the silicon crowd: LLM ensemble prediction capabilities rival human crowd accuracy (with P. Schoenegger, I. Tuminauskaite, R. V. S. Bastos, and P. E. Tetlock). Science Advances 10(45) (2024).
- AI-augmented predictions: LLM assistants improve human forecasting accuracy (with P. Schoenegger, E. Karger, and P. E. Tetlock). ACM TiiS 4 (2025), 1-25.
- Large language models are more persuasive than incentivized human persuaders (with P. Schoenegger et al.). arXiv CS (2025). Preprint.
Survey research:
- AI deception: A survey of examples, risks, and potential solutions (with S. Goldstein, A. O’Gara, M. Chen, and D. Hendrycks). Patterns. 5(5) (2024), 100988.
Pure mathematics:
- On pairwise intersections of the Fibonacci, Sierpinski, and Riesel sequences (with D. Ismailescu). Journal of Integer Sequences 16 (2013), 13.9.8.
- Linnik’s theorem for Sato–Tate laws on elliptic curves with complex multiplication (with E. Chen and A. A. Swaminathan). Research in Number Theory 1(28) (2015), 1-11
- On logarithmically Benford sequences (with E. Chen and A. A. Swaminathan). Proceedings of the American Mathematical Society 144 (2016), 4599-4608.
- The “Riemann hypothesis” is true for period polynomials of almost all newforms (with Y. Liu and Z. Q. Song). Research in the Mathematical Sciences, 3(31) (2016), 1-11.
- The van der Waerden complex (with R. Ehrenborg, L. Govindaiah, and M. Readdy). Journal of Number Theory 172 (2017), 287-300
- Bounded gaps between products of distinct primes (with Y. Liu and Z. Q. Song). Research in Number Theory 3(26) (2017), 1-28.
- Elliptic curve variants of the least quadratic nonresidue problem and Linnik’s theorem (with E. Chen and A. A. Swaminathan). International Journal of Number Theory 14(1) (2018), 255-288. Not open access; link instead directs to the arXiv preprint.
- Conjugacy growth of commutators. Journal of Algebra. 526 (2019), 423-458.
Theses
- The evolution of human cognition. Harvard Ph.D. Thesis (2023).
- Hodge theory. Harvard Math Department Minor Thesis (2018).
- Conjugacy growth of commutators. Princeton Senior Thesis (2017).