Go ahead, cry a little, as a treat

Thank you, will check it out!

I came across the topic of AI security, and been reading up on it, but as I have a weak background in Machine learning, I’m not really able to follow the frontier discourse.

I’d very much appreciate any recommendations as to where to find more foundational level materials for getting into it. Any tips?

I have a background as a technical specialist and consultant, but not in software. Is the best way to transition through a re-education? Or are there other steps to try out the industry before committing years of school?

Also, how is the career prospects within the current mass IT layoffs?

Sorry to see the weekly thread go. Important topic, but I don’t have enough to contribute beyond lurking and upvoting.

Several teams actually

But you could also do a mean time analysis on specific tasks and have it cut off at a standard deviation or two (90-98% of task times covered), and have a checkbox or something for when the user expects longer times.

You could probably even make this adaptive, with a cutoff at 2x the standard time, and updating the median estimate after each run.

A programmer might, as trained/conditioned by the limits of programming languages.

A human would intuitively not, these are meaningless and/or convoluted concepts to the untrained human.

A common problem (before learning it is impossible/fraught with danger) is categorisation, like sorting of strings.

Say you have a text, and need to count words of different lengths.

One intuitive approach is to pass through it once and add each word to a list for the corresponding length, as well as making lists as needed. No 7 letter words, no 7-letter-word-list, even though there are longer words.

As humans we’re good at sorting things into an unknown number of categories, and we have to unlearn that for programming