Decision Models versus Reasoning Models: An Exploratory Evaluation of Perplexity's Decisions API
A recent video on the trending Decisions API sent me looking for alternatives to conventional LLMs. Instead of returning chunks of text as intermediate reasoning and a final answer, these models return a decision with a probability attached. I tested one as a guardrail against a problem I'd already run into with policy documents.




