devonkim
Joined 13 years ago
Joined 13 years ago
When it comes to judgment calls for technical decisions, a lot of interesting innovations appear to come from rejecting conventions / averages in favor of a different set of constraints as a trade-off because we challenge the assumptions we make about the demands being asked of a solution / product. I'm thinking in the constellation of the apocryphal Steve Jobs quote about rejecting asking horse riders what they want because if we asked them they'd ask for a more reliable horse.
Programmer / engineer compensation in the US market at least has been looking bimodal for at least 12 years now and the first one looks even more devastated in terms of labor than the big tech companies based upon (lack of) job postings and from browsing my connections on LinkedIn.
The issue that hasn't been addressed with the latest wave of computing hype is whether enough new jobs for displaced workers can arise during a time when people are experiencing such economic turmoil and political strife where new jobs or other means of letting people find a way to have gainful employment in society when institutions are so weak now and everyone across professions is being worked to an early grave from sheer stress alone. This resembles Japan or Korea although the US and Canada I can't imagine having the same kind of social drivers although many trends from them are showing up in youth demographic trends. And frankly as I see it a large number of current social problems are from the past 50+ years of the decline of blue collar jobs in developed economies being accessible to as many people and the lack of a competition-driven economy as much as an extractive one in most OECD countries.
You’re right that LLMs specifically have no guarantees about accuracy nor veracity of the text they generate but I posit that that’s the same with people, especially when filtered through the socialization process. The difference is in the kind of errors machines make compared to ones that humans make.
It’s frustrating we’re using anthropomorphic concepts like hallucinations when describing LLM behaviors when the fundamental units of computation and thus failures of computation are so different at every level.
I sincerely hope that the game doesn’t become prophetic in the manner Idiocracy has.