this post was submitted on 29 Jun 2023
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There are active researches on world model working alongside with llm. The idea generally is that llm is used for generating text, but world model provide more context for llm to understand the world.
When you say "the world", what do you mean? If it means the actual world, I don't understand how that would help with technical writing. Plenty of people can get around in the real world but struggle to use Excel.
As in actual world, providing context to physics of things, providing logical association/evaluation, and so go on. It is basically something that supposed to help LLM get closer to understanding the "world" rather than just spewing out whatever the training dataset give it. It does have a direct implication for technical writing, because with stronger understanding of the things you wanted to write about in technical writing, LLM with World Model would basically auto-fill that.
This is something that the researchers are pretty much all hand on deck working on to create.
One example of the research involving this
Thanks! I'll take the time to go through this paper when I'm more awake, I really appreciate the link.