Critical Review
From Statistical Pattern Matching to Deliberative Inference: A Critical Review of Reasoning and Faithfulness in Large Language Models
LLM reasoning, faithfulness, and inference
A research review examining the gap between fluent statistical generation and trustworthy reasoning, with a focus on how deliberative inference changes the conversation around model faithfulness.





