AI in Ag - March 14 2025 - Rob talks AI for making Ontologies

@sudokita @julietnpn @adenn might like this.

Rob gave a presentation about standard prompts and prompting strategies to help accelerate human creation of an ontology. What can it do. What can’t it do? What should it do? In short - what’s the best strategy for using LLMs to reduce effort.

Rob used Llama 3, he says…

  • estimated speed-up for LLMs writing the documentation - > 95%
  • estimated speed-up for LLMs writing the code - > 40%

Questions

  1. Rose asked
  2. Greg asked “have you used thinking models… do they work better than Llama 3. In theory it should kind of do this thinking for you. Or even using a better base model like GPT 4.5 or Claude 3.7 or Deepseek.”
    • haven’t tried another, but this is definitely worst case scenario using Llama 3. He’s sure other smarter models could do way better.
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