2023

Large Language Models Fail on Trivial Alterations to Theory-of-Mind Tasks

Ullman, Tomer

Understand

Intuitive psychology is a pillar of common-sense reasoning.

  • The replication of this reasoning in machine intelligence is an important stepping-stone on the way to human-like artificial intelligence.
  • Several recent tasks and benchmarks for examining this reasoning in Large-Large Models have focused in particular on belief attribution in Theory-of-Mind tasks.
  • These tasks have shown both successes and failures.

Reading the bibliography…