Want to stand out in a world where all the job applications are AI slop? Network. The original kind. Furthermore, this is why the humanities matter: because human relationships matter.
genuinely asking, how do you network to get a job? esp. if you’re a new grad where do you network? what do you network with these other humans on? I do think I could get a job from my network because I’ve worked in the industry for years and done good work; I’m a little skeptical of advice to network to junior/new grads. I at least ignore those LinkedIn requests
New grads (myself included, back then), tend to discount Tier 2, because in their head the hiring process is looking for the single applicant with the best technical skills. When in reality, it's a lot more of a "who can we get quickly, who won't have a negative impact on team output or morale". Parents, Parent's friends, friends, and friend's parents all can fall into Tier 2, and absolutely should asked about whether their workplaces are hiring, and if so, if they could provide a recommendation.
Tier 3 is mostly useful for finding out about positions that don't necessarily get publicized, but depending on mutual connection to the shared acquaintance, might be willing to offer a recommendation.
With regards to where to network, that comes down to engaging with social gatherings that bring together a spread of people that aren't exclusively your direct peers. That's the stumbling block a lot of new grads find themselves in, which is that all their social time is spent with other new grads (or worse still, nobody at all). Clubs, parties thrown by friends' parents, university alumni events, hell, join the Oddfellows (YMMV, some lodges stopped recruiting after Vietnam). Conferences, whether technical or not. Hell, a step I recommend for everyone is going to bars and talking to strangers. Not highest density networking opportunity (except some gay bars in SF), but it's a pretty good environment to practice casual communication with people you have approximately nothing in common with, with very low stakes.