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Well, you could always focus on the ridiculous environmental impact of llms. I read once that asking ChatGPT used 250x as much energy as just googling. But now google incorporated llms into search so…

I grew up on the banks of the Hudson River, polluted by corporations dumping their refuse into it while reaping profits. Anthropic/openai/etc are doing the same thing.


The water usage is insane too.


Yes. It's horrible. Probably 250x as much as watering your lawn per 1M ChatGPT queries. Except your sprinklers' vendor probably incorporates ChatGPT in their marketing, so they're literally using water to sell you tools to use water!

Oh the humanity!

I can't take those eco-impact threads seriously. Yes, ChatGPT uses compute, compute uses water and electricity. So does keeping your lawn trimmed and your dog well, and of the three, I bet ChatGPT is actually generating most value to everyone on the net.

Everything we do uses electricity and water. Everything that lives uses energy and water. The question isn't whether, or how much, but what for. Yes, LLMs use a lot of energy in absolute terms - but that's because they're that useful. Yes, despite what people who deny basic reality would tell you, LLMs actually are tremendously useful. In relative terms, they don't use that much more energy or water vs. things they displace, and they make up for it in the improvements.

Want to talk environmental impact of ChatGPT et al.? Sure, but let's frame it with comparative figures for sportsball, concerts, holiday decorations, Christmas lights, political campaigns, or pets. Suddenly, it turns out the whole thing is merely a storm in a teacup.


Have you read about the impact of data centers in non-US countries? Building a data center that requires potable water in a drought stricken country that lacks the resources to defend itself is incredibly destructive.

And I don’t have a dog but that water usage certainly provides the most benefit. Man’s best friend > online sex bot.


> Have you read about the impact of data centers in non-US countries? Building a data center that requires potable water in a drought stricken country that lacks the resources to defend itself is incredibly destructive.

And? Have you read about the impact of ${production facilities} in non-US countries? That's literally what industrialization and globalization are about. Data centers aren't unique here - same is true about power plants, factories, industrial zones, etc. It all boils down to the fact that money, electricity and compute are fungible.

Note: this alone is not a defense of LLMs, merely me arguing that they're nothing special and don't deserve being singled out - it's just another convoluted scenario of multinational industries vs. local population.

(Also last time I checked, the whole controversy was being stoked up by a bunch of large interest groups that aren't happy about competition disturbing their subsidized water costs - it's not actually a grassroots thing, but an industry-level PR war.)

> Man’s best friend > online sex bot.

That's disingenous. I could just as well say: {education, empowering individuals to solve more of their own problems, improving patient outcomes} > pets and trimmed lawns. LLMs do all of these and sex bots too; I'm pretty sure they do more of the former than the latter, but you can't prove it either way, because compute is fungible and accurate metrics are hard to come by :P.


Why would it be mold if the OP was culturing bakers yeast?


look at the 1:10 plate. there's colonies that isn't yeast there. luckily, it got diluted out, or, maybe that plating was a bit more careless than the others.

i didnt mean to imply that all of the colonies aren't yeast.


The culture was contaminated with fungal spores.


The best time to start terraforming a planet is 500 years ago. The second best time is now.


> The best time to start terraforming a planet is 500 years ago.

For context, it took an estimated three-quarters of a billion years to oxygenate Earth's atmosphere. Even a speed-run of that is ... considerably longer than a few centuries.

source: https://en.wikipedia.org/wiki/Great_Oxidation_Event

(to be fair, Mars is quite rusty already, it has a head start on the Early Earth in that regard)


The best time to start terraforming a planet is never. The idea is as absurd as a Dyson sphere/swarm. People should really grow beyond sci-fi ideas that were last fresh in the 1930's.


No. Sci-fi ideas from the 1930s beat the myopic doomerism of 2020s, and it's not even a contest.


What's better, and on what metric(s)?


To your point, one of the most remarkable things I've read about both Mars and Venus, is that there was a time billions of years ago when they had more moderate temperatures and liquid water.

In a way, it's a tragedy that human civilization has only emerged at a time when both Mars and Venus have become much more uninhabitable than they used to be.


Probably because the period where the three (or even Earth and another) of them were inhabitable enough to sustain a technological civilization was very small, if it happened at all.


Or we cycle through them and forget every time.


It's a fun idea to explore in fiction, but it certainly didn't happen. The evolution of our species is too recent.


I’m only 1% serious, but how do we know for sure which direction evolution went in within the ape family?

It seems not entirely unplausible that we have at some point in the scientific chain of custody assumed the “lesser” apes “evolved into” the “more advanced” human.

But a species could easily branch and have the branch lose its geographic portability features (e.g.ability to manipulate environment, most exogenous behavior learning-based) if they are no longer selected for in a particular environment, and I’m not aware of anything in the fossil record that firmly establishes directionality. Am I wrong?


Lots of saws have safety features to keep fingers from being removed. It happens all the time.


I spent a few months playing with forth after seeing a talk on it at Boston Code Camp. I struggled to find a practical application (I do web dev), but it had a lasting effect on my style of programming. Something about the way you factor a forth program changed me. Now I mainly do functional-flavored typescript, and while forth is NOT an FP language, there is a lot that carries over.

In Forth, the language rewards you for keeping your words focused and applying the single responsibility principal. It’s very easy to write a lot of small words that do one thing and then compose your program out of them. It’s painful to not do this.

There is no state outside the stack. If you call a word it pulls values off the stack and deposits values back on the stack. Having no other mechanism for transferring data requires you to basically create data pipelines that start to look like spoken language.


Download iterm2 and see for yourself


In America there used to be a 90% marginal tax rate the wealthiest members had to pay. They used their influence to do away with it.

I’m just saying, I know where the money is. One man’s “right” to own a billion dollars doesn’t outweigh providing the base needs of living to everybody.


Take 100% of the wealth of everyone with more than $1B in the US and you get $23k per person / $33k per adult. That's a good amount of money; the adult number would be enough to live off of in the right parts of the country. It's about 4x the annual welfare spend. But then next year comes, you have to find the money again, and you're out of billionaires.

Change billionaires to top 1% wealth holders (>$13.7M) and things are more tenable. You could run the $33k/adult-year program for 6 years, or invest at 7% return for $13k/adult-year. You probably can't get a 7% return for at least a few years after second-order effects on the economy and I don't know what those effects would be long-term, but these numbers at least pass the smell test.


An important point is that this wealth is purely notional. It doesn't exist as cash you can distribute unless there is a liquid market, and confiscating it would annihilate any liquid markets. Furthermore, ~70% of that wealth in the US is non-liquid generally.

That wealth doesn't become cash unless there is a giant pile of cash owned by someone that can be used to buy the assets at the notional value. Where is that cash going to come from? It can't come from the government printing money since that is just inflation with more steps.


They never paid that, and those ~90% brackets were basically political theater for the plebs


> It’s easy to find talk, for example from people who think universal healthcare should be applied differently to people who live an unhealthy lifestyle.

Brought to you by the same people who oppose healthy free school lunches.


If the lunch were actually free no one would probably oppose it. It's that they oppose throwing grandma to the street when she can't come up with the property tax to pay some lunch-co megacorp to give the kids lunches. If you literally go to the grocery store on your own dime, bag lunches, and donate them for poor kids to eat I don't see how anyone could rationally oppose that.


How do you feel about throwing grandma to the street in order to bail out banks?

If your can't afford to feed your kids in school you don't deserve to be called a first world country.


Schools aren’t going to accept lunches from some random person for hopefully obvious reasons.

That said, the random person buying grocery is paying a corp here.


My kid's school will let kids bring their own lunch, if you hand it to the parent they can accept it.


Handing families food isn’t specifically going to result in that food being taken to school.


Dollar for dollar it probably results in more food being taken to school than paying more taxes to have an N-step government process do it.


Economies of scale are huge here, so no government is going to win in any reasonably functioning government.

Government would also reduce overhead from not collecting money for school lunches, thus making such a program more than 100% efficient here if scaled to every child.


Your assertion is underpinned by a false equivalence between scale and efficiency that does not hold in reality.

A few old ladies working in a church kitchen (the typical form these sorts of volunteer endeavors take) to slap PB and J (or deli meat and cheese) on wonder-bread and pairing these with apples and single serving bags of potato chips are going to run circles around the government when it comes to lunches provided per dollar. The government is incurring similar input and labor costs (let's assume the volunteers are paid for the sake of comparison) to do comparable work (i.e. what happens in every school kitchen) but there are entire categories of overhead that the latter has to pay for, and furthermore, these categories of overhead apply constraints that increase costs. The government provides meals that meet more specific criteria. It does not provide them more efficiently on an resources in vs "output of thing we want" produced basis.


You’re describing an inferior product (cold PB and J, apples, unhealthy chips ? drink) that also has higher costs due to packaging to get to those lunch ladies and more packaging to families as you can’t use lunch trays.

That product also needs to then be distributed to individual families vs being prepared inside a school.

So in terms of "output of thing we want" per dollar it’s a massive failure here.

PS: Deli meats and jelly are also terrible health wise, but I get that’s not really your point.


Why must we presuppose all these health and safety regulations that make it too difficult for a charity to just deliver a big batch of healthy meals at the school can't be eliminated, but somehow we can suppose we can increase taxes enough (apparently, in areas impoverished enough that free school lunches have this massive economy of scale you reference) to cover government or corporation supplied school lunches? This is just a rigged game.


In terms of economies of scale Schools can prepare any food using public logistical networks (grocery store etc) a hypothetical donator can do, but they just get more options and easier distribution. A friend ran a nursery school with ~25 kids and even at that scale she could provide snacks cheaper than individual parents. This was a for profit school and parents were themselves paying for the food in both cases, school wins even without considering the cost of ‘free’ labor.

As to health and safety, biology and human nature can’t be hand waved away. Food banks get specific legal protections for cases of food poisoning, but the underlying issues result in people getting sick. Similarly all that wasteful tamperproof packaging comes from real events like the Chicago Tylenol murders, at scale people suck.

There’s also inherent disadvantages when you want food to be preserved without freezing or refrigeration. Jelly is mostly sugar to inhibit microbial growth. Deli meats need to use preservatives you eat while minimally impacting taste when added to meat and we don’t have good options here. That’s why people have refrigerators in their homes, it’s solving a real issue.


> It's that they oppose throwing grandma to the street when she can't come up with the property tax to pay some lunch-co megacorp to give the kids lunches.

Jesus, talk about a strawman


>If you literally go to the grocery store on your own dime, bag lunches, and donate them for poor kids to eat I don't see how anyone could rationally oppose that.

The health department will accuse you of running an unlicensed food pantry and threaten you with hundreds of thousands of dollars in fines. The useful idiots will endorse this action becase "it's not ideal, but we can't have unlicensed restaurants can we".

Source: happened in a city near me.


Restaurant licensing and "health inspections" always seemed so absurd to me. If somebody makes shitty food or their place is gross people just won't go there. We don't need daddy government saying which places are safe.


It saves a lot of work and therefore money. But there’s another layer to consider for many people. Someone getting benefits who doesn’t deserve it is less important than someone who needs help not getting it. You can’t scam a system that’s free to everybody, and there’s no incentive to.


> You can’t scam a system that’s free to everybody, and there’s no incentive to.

Perhaps you're unfamiliar with the scam of collecting benefits via fake or stolen identities?


A big part of why UBI isn't really viewed as a great option by actual socialists. I'd rather see us literally just give people food, housing and medicine without money being involved, but for some reason that's a tough sell to most people.


> I'd rather see us literally just give...

Yet even in "pure capitalism" America, certain versions of all those things are widely tolerated, if not seen as basic rights. Food banks, soup kitchens, subsidized school lunches, and other free-ish food. Very generous tax treatment (both property taxes and mortgage interest) for houses. Hospitals required to give free care to the indigent.

In many ways, I'd say the socialists mostly need to work on their branding and spin.


> In many ways, I'd say the socialists mostly need to work on their branding and spin.

Don't they always? As much as I despise the modern Republican party and Trump in particular, I think they're much better at messaging and group consensus. Considering Bernie Sanders' electoral performance, there were (are?) definitely opportunities.


> You can’t scam a system that’s free to everybody, and there’s no incentive to.

One obvious scam in this case would be to convince the system you are more than one person.

I think you underestimate people's greed and inventiveness.


People getting money who need it generally have other problems and so you need to get them in touch with the other help they need. Stopping scams of the system is a bonus, but the real value is (or should be!) evaluating everyone getting help to ensure they are getting the other care they need. Many people who need money are unable to handle money and so we still need programs to find them and ensure they are not getting scammed, or wasting their money (that is not saving enough to eat at the end of the month despite getting enough)

If your only concern is people who are scamming the system, UBI ensures they are not scamming by definition. (we can debate if that is a good solution or not - a very different topic). However the main concern should be people who need help, and a large number of them money is a secondary need to their main problem.


> [for] a large number of them money is a secondary need to their main problem.

This is true, but there is plenty of evidence in the disability sphere that it's more cost-effective to give people with disabilities money up front because they can spend it on their own needs better than government programmes.

Think of it like a business that wants to make sure WFH is comfortable for its employees. Many companies now just give a grant up front for monitors, chairs, etc.

If they don't do that they need someone to admin/spreadsheet what monitor is best value for the company, what chairs, and investigate perhaps all the accessibility needs that might need to become a matter of policy for the firm. Updates to employee contracts. List goes on. And at the end, people will still complain because they think the company chose the wrong chair for them.


Which disability? There are number where they cannot manage their own life and so need intervention. So we need to examine everyone anyway to ensure those who can't get management done for them. Those who are more able of course don't need us to do it - but they are also borderline able to support themselves without help.


Sure, just handing out money to everyone is easy. The hard part is finding enough money to do it.


We spend $850B on defense, and nobody ever asks where the money to do it comes from. It's only once you start talking about feeding people that everybody is concerned with the economics.


I commiserate, yet it's way more than $850B. Current spending for fiscal year 2025 was $1.5T (Trillion). It's the Unreported Data* tab. Clearer if you click one month back on 10.

[1] https://www.usaspending.gov/explorer/budget_function

Per the same USA Spending .gov site, military spending by year has been:

  2024: $1,358,253,371,219     14.03%
  2023: $1,297,012,666,574     13.90%
  2022: $1,160,975,500,606     12.85%
  2021: $1,117,832,172,120     11.11%
  2020: $1,098,916,637,102     12.03%
  2019: $1,060,561,779,405     15.97%
  2018:   $995,628,286,613     15.77%
  2017:   $931,355,381,711     15.39%
It's supposedly "the official open data source of federal spending information"


Exactly this! National defense is a sovereign need but it should not be above scrutiny for how the money is spent.

Add to this the fact that the US Military is effectively a jobs program and there's little to no domestic return on that investment.

This subject gets artfully deflected by "We love our troops!" nonsense but if anybody is complaining about government spending they should be willing to look at all facets of it regardless of which side of the aisle they're on.


Far from above scrutiny, the military budget has been the go-to talking point and area for real actual cuts my entire adult life. While it's share of the national budget has gone down, spending has only increased in other areas to more than compensate for it. I can't really say the increased spending on social services has resulted in great gains for societal health, education outcomes, or really anything.

Not everything can be explained by budget percentages, but on the face of it redirecting military spending to other areas has not resulted in many large wins for society as a whole so far.

It likely didn't have to be this way, but we apparently are really bad at deploying tax dollars into socially meaningful infrastructure. That and there are larger factors at play.


It's been talked about (because it should be!) but not enough has changed. I remember the years in a row of the pentagon budget audit just completely being unable to account for billions of dollars and then everyone just moving on after realizing there's no way to enforce it without Congress and they made it clear where the money comes from (and where it goes).


Not only that, but ensuring that someone else did not claim the money owed to another. Look at how rampant income tax return fraud is in the US, and that's just bad actors claiming tax refunds on the behalf of others.


There is always enough money to build bombs, but never enough money to feed and house everyone. It’s almost like governments can just create money out of nowhere to do whatever they want.


Yes I agree and right now the system seems like the opposite: better ten deserving people go without than one undeserving person gets an extra penny, even if we have to pay way more in bureaucracy costs adjudicate everything.


This is even worse. I'd call it Angular syndrome.


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