I’m not well read on LLMs in spite of using them daily. The increase in performance seems incremental. As if they added another 0 to the number it might only go up the same percentage in output.

So I assume that the number is just one facet of increasing output quality. Is that a safe assumption? Like throwing more energy at a problem to improve output it only goes so far.