How does automation reasoning actually check a response against the set of rules without using ML? Wouldn't it still need a language model to compare the response to the rule?
aiui a natural language question e.g. "What is the refund policy?" gets matched against formalized contracts, and the relevant bit of the contract gets translated into natural language deterministically. At least this is the way I'd do it, but not sure how it actually works