Are there any tools that employ LLMs to fill out the Semantic Web data? I can see that being a high-impact use case: people don’t generally like manually filling out all the fields in a schema (it is indeed “a bother”), but an LLM could fill it out for you – and then you could tweak for correctness / editorializing. Voila, bother reduced!
This would also address the two reasons why the author thinks AI is not suited to this task:
1. human stays in the loop by (ideally) checking the JSON-LD before publishing; so fewer hallucination errors
2. LLM compute is limited to one time per published content and it’s done by the publisher. The bots can continue to be low-GPU crawlers just as they are now, since they can traverse the neat and tidy JSON-LD.
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The author makes a good case for The Semantic Web and I’ll be keeping it in mind for the next time I publish something, and in general this will add some nice color to how I think about the web.
This would also address the two reasons why the author thinks AI is not suited to this task:
1. human stays in the loop by (ideally) checking the JSON-LD before publishing; so fewer hallucination errors
2. LLM compute is limited to one time per published content and it’s done by the publisher. The bots can continue to be low-GPU crawlers just as they are now, since they can traverse the neat and tidy JSON-LD.
——————
The author makes a good case for The Semantic Web and I’ll be keeping it in mind for the next time I publish something, and in general this will add some nice color to how I think about the web.