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How is this different from e.g. a python agent like https://github.com/hwchase17/langchain-hub/blob/master/prompts/llm_math/prompt.json https://github.com/hwcha

• williamcotton 4y ago
  Using the terminology that I'm working with this is an example of a second-order analytic augmentation! Here's another approach of second-order analytic augmentation, PAL: https://reasonwithpal.com https://reasonwithpal.com Third-order, Toolformer: https://arxiv.org/abs/2302.04761 https://arxiv.org/abs/2302.04761 Third-order, Bing: https://www.williamcotton.com/articles/bing-third-order https://www.williamcotton.com/articles/bing-third-order Third-order, LangChain Agents: https://langchain.readthedocs.io/en/latest/modules/agents/getting_started.html https://langchain.readthedocs.io/en/latest/modules/agents/ge... The difference isn't in what is going on but rather with framing the approach within the analytic-synthetic distinction developed by Kant and the analytic philosophers who were influenced by his work. There's a dash of functional programming thrown in for good measure! If anything I filled a personal need to find a way to think about all of these different approaches in a more formal manner. I have scribbled on a print-out of the article on my desk: Nth Order - Existing Examples [x] (added just now) - Overview [] - data->thunk->pthunk []