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Opt-in starting from 3.15, or am I mistaken?

Anyway you can already try freethreaded builds that have the GIL disabled, but my experience is that most of your dependencies won't work.


Absolutely. Is about having people leave through attrition than pay severance and potentially get bad pr.

Additionally, I wonder how many CxOs have corporate real estate in their investment portfolio which might influence decisions.


> If I reach the point where I am not getting joy out of writing a great prompt...

Man, I envy you. For me, the joy comes from writing good code that I can be proud of. I never got ANY joy from writing a prompt.

I mean, it is a means to an end (getting the LLMs to do the boring stuff) and so it is a necessary evil. Also, the LLMs are at times amazing and at times dumb as rocks even for very similar prompts. That drives me crazy because it feels I have no control over those things.


I agree. Also, we already tried to rely on the goodwill of the people and here we are with warming speeding up.

We need some mechanism that penalizes polluters, benefits low emitters, and stops/limits/taxes/... worldwide shipping when local alternatives are available to avoid these [1] abominations.

[1] https://www.reddit.com/r/Damnthatsinteresting/comments/1e4zl...


I am not sure how not directly linked to global warming. I am currently on the phone but I remember a study that mentioned that Pakistan, India, and Bangladesh would see a deadly heat (wet bulb temperatures) from basically 0 as it is right now to 30 days/year by 2050 or 2060. I can't remember right now.

If that is not linkable to global warming I am not sure what is. And that is a huge event. In Europe we are struggling with accomodating perhaps 10M people. What happens when 1.5B come knocking because if they stay they die?


Chapter 1 of "The Ministry of the Future" describes a fictional wet bulb event. It's grisly and horrific and I highly recommend you read this chapter, it changed my view on climate change.

https://books.rockslide.ca/read/780/epub#epubcfi(/6/14!/4/2/...


Thank you. I will

> What happens when 1.5B come knocking because if they stay they die?

We sink the boats.


Indeed, no reason to expect anything will happen differently from what is currently happening, but on a 150x bigger scale.

Y E S

Are you that excited to see innocent people die?

Or am I misunderstanding your comment?


"What happens when 1.5B come knocking because if they stay they die?"

More taxes go to ammunition for autonomous border guard systems.


> "What happens when 1.5B come knocking because if they stay they die?"

You think that’s bad... Up here in Canada we’ll have to deal with Murican immigrants as things heat up. Talk about killing the vibe.


I think the least of your worries will be immigrants when an imperialistic nation with superior military power realizes that the annexation of your land is necessary for its survival.

I actually am moderately concerned with that to be honest. If the US doesn't have free and fair midterms I don't think it's really that paranoid to be worried about it.

This is why it's so important we pass the America SAVE Act. We have to stop MAGA from cheating in 2026.

Why would the US annex canada? It is already in the american hegemony.

To distract from the Epstein files.

I'm surprised even the smarter democrats are saying that stupid line. Distraction would imply there are still to be people who have not yet learned and formed an opinion on the Epstein files. Everyone knows about these already and made their positions about it.

As it turns out the most abhorrent things can come out with those Epstein files and it doesn't seem to hurt Trumps support among his base any. Doesn't seem to be threatening any legal action for him or implicated parties. Once again only Maxwell is in jail, somehow, with dozens and dozens of witnesses stepping forward. Democrats have been grandstanding on this man for 10 years now and haven't been able to stop him. I think by this point it is clear he is going to get away with everything even if people want to write about him "flailing." Him flailing is literally him achieving all his domestic and foreign policy goals right now and his base couldn't be more pleased...


> Everyone knows about these already and made their positions about it

I guess I’m not someone, because I’m still open on whether Trump is a pedophile. (I don’t think he is. I’m open to being proven wrong.)

> the most abhorrent things can come out with those Epstein files and it doesn't seem to hurt Trumps support among his base any

We don’t know this. And we don’t know how those outside his base on whose votes he and his Congress depend would react.


https://www.politico.com/news/2026/03/05/donald-trump-epstei...

From his own FBI department a few days ago. Federal court already found him liable for rape of Jean Carrol. Why are you giving this man any benefit of the doubt when he quacks like a rapist pedophile?


This is not inevitable. We have time, now, to prepare for the future, which doesn't have to be a carbon copy of today.

Unfortunately most political systems around the world reward short term results, not long term thinking.

Just look here in the USA -- the Democrats tried to do some forward thinking things like subsidizing solar and wind, and they were rewarded by losing at the ballot box (of course that isn't the only reason, but it's one of many).

There are no rewards for long term thinking, so it's hard to get anyone to do it.


> (of course that isn't the only reason, but it's one of many).

This is disingenuous. It's one of many in that it may have contributed 0.0001%. If they wouldn't have done that, would they currently have more power? Absolutely not, believing otherwise means being clueless about what has motivated people to vote in certain ways.


It's definitely more than .0001%. Look at the campaigns. How much time did the GOP spend harping on windmills and solar subsidies and "clean coal". Calling out democrats for trying to make the environment better at extra cost to US citizens was a huge part of their campaign.

I expected you to say this, but hoped you wouldn't. Of course I know they talk about it. GOP campaigns say and do a lot of things, there's dozens of topics they shout about. From Benghazi to Hillary's Emails to gender-neutral emails to immigrants to indeed coal/renewables and so on. You could easily name 30 topics.

The topics have different purposes. Fossil fuels vs renewables in particular hasn't won the reps a single race, I repeat. Every race they've won, they would've won without it. And every race they've lost, they would've lost without it. The purpose of bringing up that particular topic for them isn't to help win close races.


> The purpose of bringing up that particular topic for them isn't to help win close races.

How can you possibly know this? How could you know what is in the mind of every voter and why they make the choice they do?

They bring it up for a reason -- because their research says talking about helps them win elections.


So, those of us with no suede in this race, who will see no reward from the system anyway, are the only people who can be trusted to make change. That means you and I (and I dare say a significant portion of the populace).

It's not obvious what we can do (individual actions taken within the context of a system are dwarfed by structural forces of the system), but we're the only ones who are going to do it. So, let's assume we did fix things, and we're looking back from 2050, doing a retrospective. What things did we end up doing, that got us to that point?


There's nothing you as an individual can do, or even a small group of individuals. This is where government is supposed to work. Using its power to force everyone to do something for the collective good that isn't profitable.

Almost all emissions come from factories. There are only two ways to reduce that -- a global set of rules that increases costs to reduce emissions, and an overall reduction in consumption, via a carbon tax.


> Almost all emissions come from factories.

industry, transport and home use (heating & A/C mostly) are all roughly 30% of emissions.

(another way of splitting it says electricity, industry, heating, and transport are roughly almost 25% each. It depends whether you count electricity on its own or bundle it with how its used)

But I agree with you about solutions. The market will quickly bankrupt any companies that induce extra costs to decarbonify. It's the governments job to ensure that externalized costs like CO2 emissions are internalized via carbon taxes. (or alternatives to carbon taxes, which are worse)


Factories are staffed by people. Those people have the physical capability to change the way the factories operate. Any individual person attempting to modify / replace the factory equipment against their line manager's will would quickly find themselves out of a job, but collective action among factory workers (e.g. unions) might work. So might getting the line managers on board with the proposal, if you can get enough buy-in that "we used our discretion" is an acceptable answer: it's not like most companies actively want to pollute, rather that it's usually cheaper to do so, and they don't care about not. Being able to say "this move reduces turnover among our workers, slashing training costs; and you can probably use it in the B2B / B2C [delete as appropriate] marketing, since environmentalism sells in some markets; and this way, we're prepared for future legislation expected in jurisdictions A, B and C" may be sufficient justification. Alternatively, there may be ways to exploit the principal-agent problem.

I'm sure there are people who've specced out detailed proposals for this sort of thing. There might even be previous cases where they've succeeded, which we can learn from. Neither of those "two ways" you mentioned are things that I can do, but I may be able to slightly reduce the intensity of the opposition. (Companies tend to like when regulations require their competitors to do things they're already doing, after all.)


Right now things are getting worse in that regard, not better

Sure, but if you were to make that concrete, what would you recommend and where do you see potential for it to be implemented?

There are also statistics showing that mortality because of cold is much higher than mortality because of heat.

About 9 times higher.

https://www.sciencedirect.com/science/article/pii/S254251962...


Patricia Anthony published a novel about this in '93. Cold Allies. It's good military sci fi. Doesn't pretend to offer answers.

> What happens when 1.5B come knocking because if they stay they die?

Like let them build few of those sci-fi domes and let them keep buying disposable bottled oxygen? I don't get the pessimism. India makes its own rockets. Pakistan has nukes. Why are they supposed to be incapable of holding the nation together on Mars-like Earth?

Tokyo is already hitting 40C/100F at >90% RH during summers. It's already mildly unsurvivable. Nobody cares. Maybe in 10-20 years we'd be wearing spacesuits, but do anyone seriously think the equatorial regions will be uninhabitable and land prices on northern Europe is going to skyrocket???


The fact people already live in some of the hottest places in the world today should speak a little to human resiliency.

We can live in hot places if the air stays dry, which it usually does or historically did. If the air gets more humid we cannot anymore.

> Humans may also experience lethal hyperthermia when the wet bulb temperature is sustained above 35 °C (95 °F) for six hours.

https://en.wikipedia.org/wiki/Thermoregulation


I think linux and co do already a decent job. Even on K8s (so like at least another layer removed from the host OS) you can specify your topology preferences: https://kubernetes.io/docs/tasks/administer-cluster/topology...

So on the OS side we might already have the needed tools for these CoC (cluster on chip ;))


I don't know for certain, but moderators (on a company Discord) are likely random people in a 3rd world country that are payed peanuts and that is their only income. If higher ups tell them "I don't want to see the Microslop word anywhere" they just do it.

You should be angry at the higher ups that instead of saying: "maybe they are right and we can do better" they decided to hide the problem through censorship. Which, btw, always has the opposite effect of putting what you are trying to hide in the spotlight.


You can do that with Onnx. You can graft the preprocessing layers to the actual model [1] and then serve that. Honestly, I already thought that ONNX (CPU at least) was already low level code and already very optimized.

@Author - if you see this is it possible to add comparisons (ie "vanilla" inference latencies vs timber)?

[1] https://gist.github.com/msteiner-google/5f03534b0df58d32abcc... <-- A gist I put together in the past that goes from PyTorch to ONNX and grafts the preprocessing layers to the model, so you can pass the raw input.


I'll check this out as soon as I am at my desk.


I find the nuclear motivation an excuse. I mean, enrichment plants or not, if Iran wants a few nukes I am pretty sure that Russia would part with some enriched material and smuggle it pretty easily to Iran.

My theory is that Israel has dirt (Epstein files maybe) on Trump and holds him by the balls. The second idea is that this is an obfuscation campaign to have the public opinion forget about Epstein, the state of the real economy, the falling approval rates, or all of the above.


What makes you think Trump is not interested in this himself they just offered him hotels and land. Him getting blackmailed is I feel a lot of people that have voted for him are using as a coping mechanism. The attack on Iran proves the point just like Russia attacking Ukraine if you want to protect your territories you need nuclear weapons. Canada, Greenland and countries in South America should also look to acquire nuclear weapons as once they are done with Iran you will be the next.


I don't agree about the attrition bit.

On paper you're right, but in reality while doing so you give the incentive to higher-ups to set in place measures that make the life of their underlings atrocious. Mandatory RTO for no clear reason, jumping through hoops to get anything done, cut to budgets, ... . At least that what I experienced and talking with friends that was the case for them as well.


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