User avatar
HeavenlyPossum @HeavenlyPossum@kolektiva.social
11mo
“Employees are using AI tools to create low-effort, passable looking work that ends up creating more work for their coworkers. On social media, which is increasingly clogged with low-quality AI-generated posts, this content is often referred to as “AI slop.” In the context of work, we refer to this phenomenon as “workslop.” We define workslop as AI generated work content that masquerades as good work, but lacks the substance to meaningfully advance a given task.”
“Based on participants’ estimates of time spent, as well as on their self-reported salary, we find that these workslop incidents carry an invisible tax of $186 per month. For an organization of 10,000 workers, given the estimated prevalence of workslop (41%), this yields over $9 million per year in lost productivity.”
hbr.org/2025/09/ai-generated-workslop-is-destroying-productivity
2
0
0
0
User avatar
HeavenlyPossum @HeavenlyPossum@kolektiva.social
11mo
That article will probably not surprise any of you. Generative AI produces results that are either so unreliable or of such poor quality that it tends to make processes less efficient and productive than they would be without it.

Combine the idea of workslop with the general failure of private firms to turn profits off investments in AI—MIT estimates 95% of generative AI pilots are not generating profits—and we’re faced with the conclusion that generative AI is making firms
less efficient and “productive,” and probably costing them money.

fortune.com/2025/08/18/mit-report-95-percent-generative-ai-pilots-at-companies-failing-cfo/
1
0
0
0
User avatar
HeavenlyPossum @HeavenlyPossum@kolektiva.social
11mo
In the US, something like a third of GDP growth this year can be attributed to generative AI firms and, even more specifically, to the growth of data centers.

Setting aside the incredible damage that will happen to people’s lives when the AI speculative bubble bursts, the thing that interests me the most in all of this is the ratio of investment in AI—the astronomical sums of money, labor, electricity and water, land, construction materials, and metals and plastics—to the return on that investment—which we saw above is actually making life harder, less efficient, and less productive for the firms trying to use it as a profit-generating tool.

www.exponentialview.co/p/is-ai-a-bubble
2
0
0
0
User avatar
HeavenlyPossum @HeavenlyPossum@kolektiva.social
11mo
I say this because I’m a big fan of Joseph Tainter’s deceptively simple proposal that societies become vulnerable to collapse when their returns on investment in additional complexity begin to experience declining marginal returns.

Complexity is a problem-solving tool and it carries energy costs. Every new specialization, every new layer of hierarchical control that a society might implement to solve a new problem adds complexity and creates new demands for energy. That is, every techbro who styles himself a “prompt engineer” and every “AI will kill us all” grifter is being fed by people who grow, process, ship, sell, and prepare food for them while they’re busy tinkering with AI. If the returns on that additional complexity are declining in value, or have even turned negative, then they serve as net drains on those primary food producers, who can only work so hard to feed people engaged in less-than-productive work.

www.exponentialview.co/p/is-ai-a-bubble
1
0
0
0
User avatar
HeavenlyPossum @HeavenlyPossum@kolektiva.social
11mo
So I wonder if the AI catastrophes the are correct, just for the absolute wrong reason. Generative AI is not going to come to life and transform us all into paperclips. It might, however, be such a shitty product at such astronomical cost that it undermines the ability of the status quo to sustain itself, devouring more and more resources only to create more and not less work for everyone.
1
0
0
0
User avatar
walnut 🌱 @walnut@thesoftestpaws.net
11mo
LLMs, "AI" @HeavenlyPossum
In my opinion this is the best blog for understanding "AI".

www.wheresyoured.at

A favorite post of mine. Their goals are vapid or harmful, and they have no idea how to achieve them.

www.wheresyoured.at/make-fun-of-them/
2
1
6
0
User avatar
walnut 🌱 @walnut@thesoftestpaws.net
11mo
LLMs, "AI" @HeavenlyPossum
I think your conclusion is pretty much spot on too.
0
0
2
0