Dissociating language and thought in large language models

K Mahowald, AA Ivanova, IA Blank, N Kanwisher… - Trends in Cognitive …, 2024 - cell.com
Large language models (LLMs) have come closest among all models to date to mastering
human language, yet opinions about their linguistic and cognitive capabilities remain split …

[HTML][HTML] World model learning and inference

K Friston, RJ Moran, Y Nagai, T Taniguchi, H Gomi… - Neural Networks, 2021 - Elsevier
Understanding information processing in the brain—and creating general-purpose artificial
intelligence—are long-standing aspirations of scientists and engineers worldwide. The …

Differentiable physics and stable modes for tool-use and manipulation planning

MA Toussaint, KR Allen, KA Smith, JB Tenenbaum - 2018 - dspace.mit.edu
We consider the problem of sequential manipulationand tool-use planning in domains that
include physical interac-tions such as hitting and throwing. The approach integrates aTask …

Perceiving social interactions in the posterior superior temporal sulcus

L Isik, K Koldewyn, D Beeler… - Proceedings of the …, 2017 - National Acad Sciences
Primates are highly attuned not just to social characteristics of individual agents, but also to
social interactions between multiple agents. Here we report a neural correlate of the …

Mind games: Game engines as an architecture for intuitive physics

TD Ullman, E Spelke, P Battaglia… - Trends in cognitive …, 2017 - cell.com
We explore the hypothesis that many intuitive physical inferences are based on a mental
physics engine that is analogous in many ways to the machine physics engines used in …

[HTML][HTML] Dark, beyond deep: A paradigm shift to cognitive ai with humanlike common sense

Y Zhu, T Gao, L Fan, S Huang, M Edmonds, H Liu… - Engineering, 2020 - Elsevier
Recent progress in deep learning is essentially based on a “big data for small tasks”
paradigm, under which massive amounts of data are used to train a classifier for a single …

Intuitive physics: Current research and controversies

JR Kubricht, KJ Holyoak, H Lu - Trends in cognitive sciences, 2017 - cell.com
Early research in the field of intuitive physics provided extensive evidence that humans
succumb to common misconceptions and biases when predicting, judging, and explaining …

Understanding human cognitive uniqueness

K Laland, A Seed - Annual Review of Psychology, 2021 - annualreviews.org
Humanity has regarded itself as intellectually superior to other species for millennia, yet
human cognitive uniqueness remains poorly understood. Here, we evaluate candidate traits …

[图书][B] Evolutionary psychopathology: A unified approach

M Del Giudice - 2018 - books.google.com
Mental disorders arise from neural and psychological mechanisms that have been built and
shaped by natural selection across our evolutionary history. Looking at psychopathology …

See, feel, act: Hierarchical learning for complex manipulation skills with multisensory fusion

N Fazeli, M Oller, J Wu, Z Wu, JB Tenenbaum… - Science Robotics, 2019 - science.org
Humans are able to seamlessly integrate tactile and visual stimuli with their intuitions to
explore and execute complex manipulation skills. They not only see but also feel their …