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Jon Alexandr's avatar

The Washington Post today (July 19, 2026) has an article about how even high-level tech people are being laid off because of LLMs. This is what I wrote in the comment section:

The fact that LLMs can replicate much of what previous generations thought was evidence of human superiority ... is really strong evidence that human thought is much less sophisticated than many people think.

Lots of people now still think that LLMs "only" predict the next likely letter, sentence, or concept. But that's what people do, too, if not always "consciously." People just do it with evolved neural software that is limited to the data accumulated in an average person's lifetime. LLMs have almost instantaneous access to an exponentially larger dataset of what humanity has created and thought.

This underlies the idea that we have little-to-no "free will" — that we and our brains only logically follow the physical laws of the universe ... and it's only the complexity of the cause-&-effect chain of events in our lives (and in our thoughts) that has obscured this.

I'm currently retired with my wife in relative comfort, so we have more time to think about these kinds of philosophical issues. Actually, I've personally thought about these issues since I was a teenager in the 1960s, before Alvin Toffler's book, "Future Shock" (1970).

But even our retirement is at risk if the wealth created by LLMs devolves into a severe economic "bust" from an over-investment bubble ... or if all the wealth goes to the top one percent (or less), and there's some kind of global revolution that brings everything down in a paroxysm of hate and dissatisfaction. (Not to mention nuclear or biological war.)

I think it's obvious that if our current global society is to maintain some semblance of cohesion, the wealth created by LLMs needs to be redistributed in an equitable way, either though a basic minimum income ... or — ironically — through some process only an LLM might suggest.

Mr. Lawrence's avatar

Data centers are needed -no ifs, ands, or buts. It's where they are being located.

A 250MW data center consumes and generates as much electricity as a steel arc furnace. The backup diesel generator would have to burn 16,000 gallons of diesel every hour. So, for regular use, the site also needs to have over 1,000,000gallons of diesel fuel storage. What will be the level of emissions of diesel fumes, heat, water, and solid waste?

The Data centers also cause a 2 to 3 degree C increase in local ambient temperature and generate a good deal of audible noise and infrasound. These are not suitable for an office park; they should be located in industrial parks, not office parks, next to a medical center, apartments, retail shopping, or single-family homes.

That is the key problem. Put a hyperscale data center in the worng location, and they crash property values and thus municipal tax income. A data center can actually be revenue negative for a community.

We need the data centers, but they need to be built in industrial parks, not office parks.

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