Formal Reasoning Potential
Laura discusses the potential of connectionist models to achieve formal reasoning, citing her recent paper that demonstrates their ability to apply systematic rules with high accuracy. She emphasizes that while these models have limitations, they can generalize across various tasks. The conversation also touches on the ongoing debate about the models' capacity for inventive creativity and their ability to handle novel situations.In this clip
From this podcast
Machine Learning Street Talk (MLST)
How Do AI Models Actually Think? - Laura Ruis
Related Questions
Can neural networks be made to reason as discussed in the episode Ilya Sutskever: Deep Learning | Lex Fridman Podcast #94 and the clip Neural Networks and Reasoning?
Can neural networks be made to reason as discussed in the episode Ilya Sutskever: Deep Learning | Lex Fridman Podcast #94 and the clip Neural Networks and Reasoning?
What's your opinion on using large language models (LLMs) for scientific research, especially for generating new ideas for hypotheses as discussed in the episode "Neurosymbolic AI in Search with Professor Laura Dietz - Weaviate Podcast #49!" and the clip "Knowledge Graph Queries"?