Embers of Autoregression: Understanding Large Language Models Through the Problem They are Trained to Solve
Tom McCoy, Shunyu Yao, Dan Friedman, Matt Hardy, and Tom Griffiths (preprint).
AI-generated visuals of car-free American cities help increase support for sustainable transport policies
Rachit Dubey, Matt Hardy, Tom Griffiths, and Rahul Bhui (in press). Nature Sustainability.
Resampling reduces bias amplification in experimental social networks
Matt Hardy, Bill Thompson, P.M. Krafft, and Tom Griffiths (2023). Nature Human Behaviour.
Optimal nudging for cognitively bounded agents: A framework for modeling,
predicting, and controlling the effects of choice architectures
Fred Callaway, Matt Hardy, and Tom Griffiths (2023). Psychological Review.
How do humans overcome individual computational limitations by working together?
Natalia Vélez, Brian Christian, Matt Hardy, Bill Thompson, and Tom Griffiths (2023). Cognitive Science.
Overcoming individual limitations through distributed computation: Rational information
accumulation in multi-generational populations
Matt Hardy, P.M. Krafft, Bill Thompson, and Tom Griffiths (2022). Topics in Cognitive Science.