this post was submitted on 19 Feb 2026
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Similarly, in research, the trajectory points toward systems that can increasingly automate the research cycle. In some domains, that already looks like robotic laboratories that run continuously, automate large portions of experimentation and even select new tests based on prior results.

At first glance, this may sound like a welcome boost to productivity. But universities are not information factories; they are systems of practice. They rely on a pipeline of graduate students and early-career academics who learn to teach and research by participating in that same work. If autonomous agents absorb more of the “routine” responsibilities that historically served as on-ramps into academic life, the university may keep producing courses and publications while quietly thinning the opportunity structures that sustain expertise over time.

The same dynamic applies to undergraduates, albeit in a different register.

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[–] WoodScientist@lemmy.world 4 points 1 day ago (1 children)

Maybe we'll all just go back to hanging out and playing games and music together. Ancestral hunter gatherers worked only a fraction of the hours we do.

[–] Zink@programming.dev 1 points 1 day ago (1 children)

Yeah, that's a good point. They did a lot more work on their own needs, their surroundings, and their family/tribe. They did zero work grinding away at some mind-numbing task to make somebody else rich.

[–] WoodScientist@lemmy.world 1 points 1 day ago

Also, most modern hunter gatherer groups lived lifestyles that a lot of early western anthropologists derided as 'lazy'. But they were actually practicing a highly evolved skill set attuned to their environment.

The thing about gathering is that the land has a fixed sustainable population level. With farming, you can get more food by working a bit harder. But with hunting/gathering, the land supports what the land will support. Over hunting today just leaves less game to hunt tomorrow. And if the plants and animals you're acquiring are spread thin enough, then leaving camp to gather them can actually be net calorie negative. Spend all day hunting a single mouse, and you'll burn more calories doing that than you'll get by eating it.

Over the millennia, by natural selection, early humans evolved cultural practices that forced them to live sustainably. Those groups with cultures that stripped the land bare all died of hunger.

So cultures evolved to have a lot of down time. Sitting around a fire telling jokes and stories isn't "productive," but it also doesn't burn many calories. Humans are highly productive hunters and foragers. If we work too hard at it, we strip the land and die of hunger. It's the same reason lions spend most of their time sleeping. The go-getter lions that want to max the grind all die of hunger.

So instead hunter gatherers would tend to grow their numbers to up near the carrying capacity of the land and then use a lot downtime to keep from overhunting and overforaging. Western anthropologists saw this as being lazy, but they were applying concepts of labor that only made sense in agarian and industrial societies.