Trent N. Cash

Ph.D. Student at Carnegie Mellon University

Projects




Metareasoning in Subjective Decisions


Throughout our lives, we make thousands of subjective decisions. But how do we make these decisions? Do we even know? In this project, I explore the ways in which decision makers think about the cognitive processes underlying their subjective decisions.




Large Language Model Metacognition


Large Language Models (LLMs) can answer almost any question you ask. But can they reflect on how they generate their answers? In this project, I use a variety of experimental paradigms to evaluate the metacognitive capacities of LLMs.




Psychology of Optional Disclosure


In a competitive context, should you share optional information about yourself? In this project, I explore how individuals decide whether or not to disclose information about themselves and the inferences that others make when information is omitted.




Gifted Students' Academic, Social, and Emotional Outcomes


How can we best support gifted kids? In this project, I evaluate the impact of different forms of gifted programming (e.g., cluster classes, pull-out classes) and the COVID-19 pandemic on gifted students' academic, social, and emotional outcomes.




LLMs for Collaborative Learning


Educators often think of LLMs as nuisances to be avoided - but can they be used to improve student learning? In this project, we test a new intervention using LLMs as collaborative learning partners to improve students' argumentative writing skills.




The (Opportunity) Cost of Growth Mindset


Growth mindsets are typically good - but can they lead to overpersistence? In this project, I explore whether participants who are high in Growth Mindset persist for too long on tasks for which opportunity costs are high and persistence is suboptimal.

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