It’s more logical than Linux’s version numbering system:
Does the major version number (4.x vs 5.x) mean anything?
No. The major version number is incremented when the number after the dot starts looking “too big.” There is literally no other reason.








Yeah, of course. I think I was misunderstood, which is probably why I got so many downvotes.
Most tasks are possible (and often trivial, given access to the right library) with traditional programming. If it’s possible to do them this way, this is by far the best approach.
Of the things that are not reasonably doable this way, like determining whether a photo is of a bird as in the comic, quite a lot of them are possible nowadays with machine learning (AKA “AI”), and often trivial given access to the right pre-trained model. And in this realm, I would say success rates are very often higher than that. Image recognition is insanely good.
What I’m asking is, what’s a task that’s virtually impossible both with programming and with machine learning?
“Mission critical” tasks which require very high and provable reliability, such as autonomous driving cars, technically fit this question but I think it’s ignoring the point of the question.
And if you were going to mention counterexamples where specially crafted images get mislabeled by AI: this is akin to attacking vulnerabilities in traditional software, which have always existed. If you’re making a low-stakes app or a game, this doesn’t matter.