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Sure, when the expected monetary value was 0. Then they started claiming that investing $1,000,000,000,000.00 (that's $1T) into a 4 year old startup was a good idea. Change the valuation, change the goal. Then the goal was be better than a human employees (or at least more efficient or even just improves efficiency) because without that the value of the LLM is far lower than what it is being sold as. All the research so far says that LLMs fall far short of that goal. And if this was someone else's money, fine. But this is basically everyone's retirement savings. Again, higher valuation, higher goal. Finally, when you start losing people's retirement savings, criminal penalties start getting attached to things.

Now look up when those projects were started...I will wait.

Hospitals always take long time, both are non-profit and had to raise ton of money. They are both large multi-building complexes. And I think the UCI one is a trauma center (even more complexity) to deal with the fact that the previous (UCI) trauma center no longer meets earthquake standards.

A lot of people on this site do or used to live in CA. It is especially galling to have people who have never lived there tell those that have what it is like there. Especially people who have tried to build or run a business in CA.

I agree but I fail to see how bad water infrastructure that allows poop to get into the water supply in Mexico has anything to do with this topic. Nobody is arguing that you should be able to spew cancer causing chemicals into the air. It is possible to do all these industrial processes responsibly. It just costs more to do it. So either you can allow businesses to do these things with reasonable amounts of regulation locally or you can prevent those businesses (what CA does) and import these products made somewhere where they won't follow your regulations. And since pollution notoriously doesn't honor borders, perhaps its best not to use simplistic scarecrow arguments and instead have a nuanced understanding of the topic. But don't let me stop your partisan hackery, I'm sure you enjoy it.

> Nobody is arguing that you should be able to spew cancer causing chemicals into the air.

TFA appears to be arguing just that. It lists a prohibition on spewing cancer-causing chemicals into the air, as a ban which needs to be lifted.


You refuse to understand the difference between capacity and utilization. That mass of solar still only makes about 1/6th the actual number of watts of power delivered to the grid. Anyone who shows you capacity numbers about energy generation is intentionally lying to you. Capacity factor matters. The capacity factor of nuclear is .9. For Hydro and FF, its .6. For solar its .1. That means 9 watts of solar capacity generates the same amount of power as 1 watt of nuclear capacity or 1.5 watts of Hydro capacity. That's why you keep getting shown capacity instead of utilization (the number that matters).

Parent didn't mention either capacity or utilization? The article itself is mentioning generation. Not sure where you're getting what you're responding to?

The article reports capacity (which doesn't matter) not utilization (which does). Not sure why you are responding about a topic about which you literally don't know the first thing.

Capacity factor solar is highly variable. AFAIK in Arizona it's something like 0.3.

Because that's not what the GP was talking about. For example, say there is some controversial economic policy passed by one of the parties. Then a researcher goes out to research if the policy is working or not. But when they do the research, they find out that the policy doesn't work and has bad side effects too. However, the majority of the university votes and supports the party that passed the policy.

So the researcher intentionally changes some of the ways the data is collected and poof, it looks like the policy works. Extra funding comes your way but now you have committed academic fraud. Not that anything will happen to you for this, but still, you know you did it. That's what the GP is talking about and it happens quite a bit in the humanities and economics. Its why private economists and public economists almost seem like different species.


The GP invented some sort of conspiracy theory that doesn't really seem like it's worth discussing, whether it happens a lot or not in reality.

Whether you believe what he said or not, my questions remain.


I stated facts, I invented nothing. I was asking a question that apparently rubbed you the wrong way, which is great! Makes you think!

I (and I believe the person I responded to) were talking about the comment above yours, which was a statement that Hopkins basically sells control of its research outcomes to donors.

Your question didn't bother me in the least, but I don't see why people are so surprised that a school or any other organization would accept millions and millions of cash to upgrade their surroundings.


That's fair. I'm not surprised per se, I think the point is about the strings attached to accepting that money. At least that's how I've been reading this thread.

That is their point, and mine is that it's baseless speculation that is almost certainly inaccurate, probably originating from a similarly uninformed and angry internal source to the one that produced the article in question.

I'm not saying it can't happen, or even that it's never happened, but I see no evidence from personal experience or news in academia that would indicate it's anything other than extraordinarily rare at most, and it certainly shouldn't be assumed to be the case for all donations unless proven otherwise.


The thing I described happened about 6 months ago.

Can you provide a link, rather than extremely vague accusations?

Would it matter? Even before AI, most papers couldn't be replicated. Do we really think this is going to help the situation? Even if some of the AI papers are amazing, will anyone ever read them if most of the papers are useless? More research != more useful research. This is the logical outcome of publish or perish and Q-rankings being the main metric used.

"When a metric becomes a target, it ceases to be a good measure" - Goodhart's law


Did you reply to the wrong thing?

Just yesterday, Goldman and MS said the exact opposite.

https://www.washingtonpost.com/technology/2026/02/23/ai-econ...


Two different things. My understanding is that the Goldman Sachs take was about the effect of AI investments (largely the humongous CapEx spends by the hyperscalers) showing up in the GDP.

This is about labor productivity, a standard national-level economic indicator (see https://www.bls.gov/news.release/pdf/prod2.pdf and https://fred.stlouisfed.org/series/OPHNFB) going up 4.9%, as reported in this article linked in TFA: https://www.reuters.com/world/us/us-third-quarter-productivi...


Nah, the articles are non-contradicting. That article focuses on how the spend mostly goes to imports, which decreases GDP. This one focuses on the effects on unemployment. It's very plausible that a decrease in interest rates right now would lead to more imports and AI spending, not increased employment.

> "to target children with ads about the newest mobile game"

They aren't. The target for those games are middle aged, "middle class" women. Especially childless women. You just don't realize that the loud sounds and bright colors appeal to another demographic other than children. Usually those games are terrible for (as in the children don't like them) children. Its because those are usually pay to win games and adults can just out-spend them (and the adults are often terrible winners).


The people pushing this are the same ones who are always screaming about "fascists". Also, your ideas in your post are anti-liberal and anti-constitutional (in the US).

In the context of government-mandated identity checks for speech, either both are unconstitutional or they're not, in the latter case it's time to start cracking down on the dangers of religion.

I hope society comes to the former conclusion and the egregious attack on freedom of speech on the internet is discontinued.


A strict reading of the constitution would also imply that limiting gun ownership to those who show ID and can prove they are 18 is unconstitutional. "Anti-liberal" and "anti-constitutional" are in the eye of the beholder.

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