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LLMs as a Cognitive Virus

arxiv.org

1–10 of 199 posts

Re: LLMs as a Cognitive Virus

#4
Have to take commentary by non tech folks speaking about tech with a grain of salt and perspective since the tech is changing so fast both in capability and application.

Research can be more of a lagging indicator than a leading indicator with AI.

Re: LLMs as a Cognitive Virus

#5
post #4

Have to take commentary by non tech folks speaking about tech with a grain of salt and perspective since the tech is changing so fast both in capability and application. Research can be more of a lagging indicator than a leading indicator with AI.

They're specifically not using the term "virus" pejoratively, but rather distinguishing the social mechanism LLMs seem to have from something as simple as a "meme".

Re: LLMs as a Cognitive Virus

#6
post #4

Have to take commentary by non tech folks speaking about tech with a grain of salt and perspective since the tech is changing so fast both in capability and application. Research can be more of a lagging indicator than a leading indicator with AI.

It helps to have outside observers looking at the effects of a new technology and industry and not just depending on those within it to report for us.

Re: LLMs as a Cognitive Virus

#7
> The viral analogy does not imply that LLM-human interactions are intrinsically parasitic.

The analogy doesn't, but LLMs are trained on text, or content, generated by humans, with the aim of their output being acceptable to human interlocutors. That's one parasitic aspect. A second one is the nature and behavior of the organizational entities providing and promoting the popular LLM services: Microsoft, Google, Meta, Anthropic etc - their influence on the economy, e.g. in energy and water use and the drawing of capital/human efforts - also has a somewhat parasitic aspect.

Re: LLMs as a Cognitive Virus

#8
post #5
post #4

Have to take commentary by non tech folks speaking about tech with a grain of salt and perspective since the tech is changing so fast both in capability and application. Research can be more of a lagging indicator than a leading indicator with AI.

They're specifically not using the term "virus" pejoratively, but rather distinguishing the social mechanism LLMs seem to have from something as simple as a "meme".

Contagion probably is more accurate.

Re: LLMs as a Cognitive Virus

#9
Leads me to think of a related topic, the Cost of Cognitive Debt. I think it is about time that we start to quantify what it means that we no longer grasp major parts of our systems and infrastructure. Once we quantify it, we can start to reason about how to address it.

I explored this concept in this post:

https://ljtn.github.io/epiq/blog/cost-of-cognitive-debt.html

Re: LLMs as a Cognitive Virus

#10
If this is interesting, message me about my “elves”

They are the cognitive construct I fortified in my mind and in my code before the models began producing their own training materials. My approach is based on two decades of coding without ai.

The immunization is becoming increasingly more valuable as people begin understanding the market in which I do business.

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