> Its “almost there” quality — the feeling we’re just one prompt away from the perfect solution — is what makes it so addicting. Vibe coding operates on the principle of variable-ratio reinforcement, a powerful form of operant conditioning where rewards come unpredictably. Unlike fixed rewards, this intermittent success pattern (“the code works! it’s brilliant! it just broke! wtf!”), triggers stronger dopamine responses in our brain’s reward pathways, similar to gambling behaviors.
Though I'm not a "vibe coder" myself I very much recognize this as part of the "appeal" of GenAI tools more generally. Trying to get Image Generators to do what I want has a very "gambling-like" quality to it.
it's not like gambling, it is gambling. you exchange dollars for chips (tokens -- some casinos even call the chips tokens) and insert it into the machine in exchange for the chance of a prize.
if it doesn't work the first time you pull the lever, it might the second time, and it might not. Either way, the house wins.
It should be regulated as gambling, because it is. There's no metaphor, the only difference from a slot machine is that AI will never output cash directly, only the possibility of an output that could make money. So if you're lucky with your first gamble, it'll give you a second one to try.
Gambling all the way down.
Same with anything though? Startups, marriages, kids.
All those laid off coders gambled on a career that didn’t pan out.
Want more certainty in life, gonna have to get political.
And even then there is no guarantee the future give a crap. Society may well collapse in 30 years, or 100…
This is all just role play to satisfy the prior generations story driven illusions.
>Trying to get Image Generators to do what I want has a very "gambling-like" quality to it.
Especially when you try to get them to generate something they explicitly tell you they won't, like nudity. It feels akin to hacking.