Retrieval vs. Reasoning

Subbarao discusses the ongoing debate around the capabilities of large language models (LLMs), emphasizing that they do not function as traditional databases. He argues that while LLMs may not be retrieving information, labeling their output as reasoning is misleading, as they often fail to meet the criteria for sound reasoning. The conversation highlights the complexity of understanding autoregressive models and their unique role in AI development.