The reason AI fails in Industry is that SKILL.md or other knowledge-injection methods do not guarantee compliance. AI just thinks it "knows better".
Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
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Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#52This is going to be the norm across the board as the models have failed to live up to the hype. I do think LLMs and agents and all are great at helping you through tough problems but we aren’t there yet on getting them to do all the work while we just architect and design. Again, it’s close, and for your use cases you might be there already but for low level and big corporate lift and shifts, it’s not there yet. I ha…
It’s human in the loop over and over again tho
Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#53The reason AI fails in Industry is that SKILL.md or other knowledge-injection methods do not guarantee compliance. AI just thinks it "knows better".
A friend of mine prepared an arsenal of hooks and the like to address this and LLMs still disobey them at times. I don't have high hopes that there exists a bulletproof solution to this.
Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#54The folks who make the decision to throw away these engineers in the first place are the ones who should be laid off.
Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#55It’s a disease that has spread throughout all of capitalism.
But that’s USA 250 years.
Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#56The folks who make the decision to throw away these engineers in the first place are the ones who should be laid off.
Nice thing about the C-suite is that you get authority and compensation without responsibility. You just claim responsibility when things are good. And when bad, the underlings who have responsibilities but no authority take the heat.
Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#57In other words, they don't really have a plan, but they are happy playing with people's lives via layoffs, since it's the 'in' thing to do. The incentives are huge on the upside and zero on the downside for them.
Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#58Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#59Re: Ford AI hiccups push carmaker to rehire ‘gray beard’ inspectors
#60The reason AI fails in Industry is that SKILL.md or other knowledge-injection methods do not guarantee compliance. AI just thinks it "knows better".