Julia J. Conti

Doctoral Candidate

Carnegie Mellon University

I am a postdoctoral researcher contributing to the Proofs and Reason project at Carnegie Mellon University. My research focuses on discovery learning: the acquisition of relational rules in instruction-less contexts.

My doctoral work at CMU was completed as a member of the OAK Lab and LearnLab in the Human-Computer Interaction Institute. I graduated in 2020 with my BSc in Brain & Cognitive Science from the University of Illinois, Urbana-Champaign.

Over the past five years my work has investigated the environments that facilitate discovery for adults, children, and non-human primates. My dissertation work specifically examined how metacognitive factors like certainty about the information available shape the way learners navigate a problem and regulate their own discovery process.

Research

Confidence in Context: How Self-Beliefs Shape Discovery

Julia J. Conti, Ken Koedinger, Paulo Carvalho. *Cognitive Science Society*, 2026.

It's all shapes to me: Blocking aids discovery of complex relational structures

Julia J. Conti, Ken Koedinger, Paulo Carvalho. *Psychonomic Society*, 2025.

What's going on? Surprising difficulties in complex relational rule discovery

Julia J. Conti, Ken Koedinger, Paulo Carvalho. *Cognitive Science Society*, 2025.

Rethinking relations: Limitations of pre-training in relational rule learning

Julia J. Conti, Ken Koedinger, Paulo Carvalho. *Psychonomic Society*, 2024.

Is core knowledge a natural subdivision of infant cognition?

Caroline Kaicher, Julia J. Conti, Abhishek Dedhe, Lauren Aulet, Jessica Cantlon. *Behavioral and Brain Sciences*, 2024.

Learning Capacity Across Species and Age to Identify Origins of Human Uniqueness

Julia J. Conti, Margaret Bryer, Steven Piantadosi, Jessica Cantlon. *Cognitive Developmental Society*, 2022.