>>105800312to clarify:
gen ai is still a classification engine at its core, just like all other MLAIs
the difference is that the label it outputs is composite
composed of various different labels put toegether
it still classifies your input and outputs a statistically relevant response. just like a classification ai would, in a QA line, or in garbage sorting, only the response is more complex. composite.
but this is the fundamental problem- its built out of statistics, not hard rules
and thats why it will never be capable of reasoning. it just spits out what makes statistical sense
this makes an LLM a perfect interface to generate normalized labels to be passed to another ai, this one symbolic, with all the rules, procedures and algorytms encoded into it
which is the solution that makes sense, it is already utilized, but not with programming
its the agentic part of modern chatbots
we already have chatbots since a while but this solution doesnt seem to be worked on
so its a guess when finally he industry will look into it
but were not there yet, its gonna take a while, and we will see the signs well before this idea gets deployed
you can be sure the company which does it first will be loud about their achivements