Philipp Koralus

Theory-Grounded Evaluation of Human-Like Fallacy Patterns in LLM Reasoning

We study logical reasoning in language models by asking whether their errors follow established human fallacy patterns. Using the Erotetic Theory of Reasoning (ETR) and its open‑source implementation, PyETR, we programmatically generate 383 formally specified reasoning problems and evaluate 38 model…