The Probabilistic Knowledge Synthesis (PKS) proposes a novel approach for generating new knowledge by integrating open-world probabilistic databases, knowledge graphs, and language models.
Very cool ideas Ryan. I had too much to say for a comment so I wrote a blog post of my own in response. tldr is that I believe LLMs alone are enough to achieve what you described, without the need for PDBs and graphs. Here's my blog post: https://skillenai.com/2024/09/26/can-llms-synthesize-new-knowledge/
Very cool ideas Ryan. I had too much to say for a comment so I wrote a blog post of my own in response. tldr is that I believe LLMs alone are enough to achieve what you described, without the need for PDBs and graphs. Here's my blog post: https://skillenai.com/2024/09/26/can-llms-synthesize-new-knowledge/