3 papers
cs.CL2025
Do Large Language Models Know What They Are Capable Of?
Casey O. Barkan, Sid Black, Oliver Sourbut
We investigate whether large language models (LLMs) can predict whether they will succeed on a given task and whether their predictions improve as they progress through multi-step…
q-bio.CB2025
Incorporating stochastic gene expression, signaling-mediated intercellular interactions, and regulated cell proliferation in models of coordinated tissue development
Casey O. Barkan, Tom Chou
Formulating quantitative and predictive models for tissue development requires consideration of the complex, stochastic gene expression dynamics, its regulation via cell-to-cell in…
econ.GN2024
Can an increase in productivity cause a decrease in production? Insights from a model economy with AI automation
Casey O. Barkan
It is widely assumed that increases in economic productivity necessarily lead to economic growth. In this paper, it is shown that this is not always the case. An idealized model of…