> are ways to transform natural language into structured data
I've seen quite the opposite, because at their core they are next word predictors. Telling it to structure an output biases the context into data that it saw in a structured format. From what I've seen, this always leads to lower quality reasoning/output.
I get much better results if I leave the data unstructured, to maximize reasoning, then add a later step to structure that output.
I've seen quite the opposite, because at their core they are next word predictors. Telling it to structure an output biases the context into data that it saw in a structured format. From what I've seen, this always leads to lower quality reasoning/output.
I get much better results if I leave the data unstructured, to maximize reasoning, then add a later step to structure that output.