This intentionality in the application of AI is very confusing for folks because at first glance it seems like it should just work.
It seems to, even.
Whereas if you hand a router to someone with a flush trim but in it and ask them to clean up the edge of a table they will take one look at it and nope away from that dangerous spinning thing.
If they have the mind to give it a shot and despite a quality tool and bit they bite into the table and ruin the line (or something much worse) no one will be surprised—-they have no experience or recognition of what expertise is in woodworking.
But with AI, it is much more hazy what expertise is.
The methodology for quality results is changing each week and the articulation in personal tooling involved makes it challenging to adopt another “expert”’s workflows.
And most people can’t just spin up a furniture factory at their whim and call themselves a designer. AI gives everybody with the slightest gumption a fully-functional, “initially plausible crap” factory at their fingertips, so everybody with actual skills gets lost in a sea of useless garbage.
Luckily the same AI tools that are generating the content can be used to build better tailored discriminators for it as well. If I can define what it is I dislike about an essay, video, etc., and give it to an LLM, it can tell me whether a piece I present to it is worthwhile to consume according to my standards. This even applies to things the LLM can't generate things for that meet the same standard for its programmed/prompted discrimination.
Yeah works out great for HR departments and job hunters.
Assuming that the LLM search will be meaningfully better at cutting through bullshit than the generating model was at avoiding creating it is, charitably, dubious. Assuming that it won’t be every bit as gamable as Google results is as or more dubious.
It seems to, even.
Whereas if you hand a router to someone with a flush trim but in it and ask them to clean up the edge of a table they will take one look at it and nope away from that dangerous spinning thing.
If they have the mind to give it a shot and despite a quality tool and bit they bite into the table and ruin the line (or something much worse) no one will be surprised—-they have no experience or recognition of what expertise is in woodworking.
But with AI, it is much more hazy what expertise is.
The methodology for quality results is changing each week and the articulation in personal tooling involved makes it challenging to adopt another “expert”’s workflows.