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What I think is super compelling is other AI techniques excel at reasoning about structured data and making complex inferences. Using a feedback cycle ensemble model between LLMs and other techniques I think is how the true power of LLMs will be unlocked. For instance many techniques can reason about stuff expressed in RDF, and gpt4 does a pretty good job changing text blobs like web pages into decent and well formed RDF. The output of those techniques are often in RDF, which gpt4 does a good job of ingesting and converting into human consumable format.



I would love for multimodal models to learn generative art process. e.g. processing or houdini, etc. Being able to map programs in those languages to how they look visually would be a great multiplier for generative artists. Then exploring the latent space through text.




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