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I think there is more existential fear that is left unaddressed.

Most commenters in this thread seem to be under the impression that where the agents are right now is where they will be for a while, but will they? And for how long?

$660 billion is expected to be spent on AI infrastructure this year. If the AI agents are already pretty good, what will the models trained in these facilities be capable of?



There is research[0] currently being done on how to divide tasks and combine the answers to LLMs. This approach allows LLMs reach outcomes (solving a problem that requires 1 million steps) which would be impossible otherwise.

[0]https://arxiv.org/abs/2511.09030


All they did was prompt an LLM over and over again to execute one iteration of a towers of hanoi algorithm. Literally just using it as a glorified scripting language:

```

Rules:

- Only one disk can be moved at a time.

- Only the top disk from any stack can be moved.

- A larger disk may not be placed on top of a smaller disk.

For all moves, follow the standard Tower of Hanoi procedure: If the previous move did not move disk 1, move disk 1 clockwise one peg (0 -> 1 -> 2 -> 0).

If the previous move did move disk 1, make the only legal move that does not involve moving disk1.

Use these clear steps to find the next move given the previous move and current state.

Previous move: {previous_move} Current State: {current_state} Based on the previous move and current state, find the single next move that follows the procedure and the resulting next state.

```

This is buried down in the appendix while the main paper is full of agentic swarms this and millions of agents that and plenty of fancy math symbols and graphs. Maybe there is more to it, but the fact that they decided to publish with such a trivial task which could be much more easily accomplished by having an llm write a simple python script is concerning.


Good lord, I can only imagine the wasted electricity.

No offense to the academic profession, but they're not a good source of advice for best practices in commercial software development. They don't have the experience or the knowledge sufficient to understand my workplace and tasks. Their skill set and job is orthogonal to the corporate world.

Yes, the problem solved in the paper (Tower of Hanoi) is far more easily defined than 99% of actual problems you would find in commercial software development. Still proof of "theoretically possible" and seems like an interesting area of research.

I was just reading about Steve Yegge's Gas Town[0], it sounds like agent orchestration is now integrated into Claude Code?

[0]https://steve-yegge.medium.com/welcome-to-gas-town-4f25ee16d...


Casual, informal, friendly, hip, young, etc.

Can make sense on twitter to convey personality, but an entire blog post written in lower case is a bit much.


I used not to capitalize "I" in my own writing, because it seemed a bit silly to do that, even though making it more distinct visually seems okay now, some years later.

At the same time, in my language (Latvian) you/yours should also get capitalized in polite text corespondence, like formal letters and such. Odd.


> but they’re much more common than enthusiastic internet commenters would suggest

How do you know this?


Lots of remote opportunities at both https://www.workatastartup.com/ and https://angel.co/ I imagine a mid-to-senior dev would be able to find work at a company listed there fairly quickly.


These are the same kind of listings you can find on LinkedIn or many other job sites, not really answering the question of finding especially available jobs.


I think employers might have a hard time convincing their entire remote workforce to sell their house / break their lease and move to entirely new city.


Why aren't environmental activists more vocal about the potential for nuclear war? Seems like a very real threat to humanity, as much as global warming seems to be, but I've seen and heard almost nothing from them.


Because it's not environmental problem. Secondly, environmental problems are immediately actionable and surprisingly some of the easiest things to address. The threat of nuclear war lies in the domain of human power dynamics and organization, areas that are not understood in the slightest. Despite this, we still don't address the environmental problems or do so at a glacial pace. There's no hope for power dynamics.


Aren't environmentalists ultimately motivated by their interest in preventing some sort humanitarian catastrophe? We don't want to make the earth uninhabitable as it would result in the death and suffering of millions of people. Nuclear war would also result in death and suffering. There seems to be some common ground here.

Both issues require a change in public opinion.


Environmentalism and humanitarianism are two different things. I consider myself an environmentalist, and I wouldn't say the focus is so human-centric as you mention or even human-centric at all aside from understanding humans are nearly the sole source of problems in the environment. Environmentalism, to me at least, is to gain empathy for the environment and all its inhabitants and to take a holistic approach. Also to me, humanitarianism is about addressing solvable problems to end immediate suffering of humans.

Nuclear threats are rather abstract at present and basically not preventable in any remotely deterministic way. We could focus on it for a century, only for a hardware failure, software bug, or a simple accident to launch a nuclear missile. That doesn't even take into consideration the power dynamics I mentioned or terrorism. Do we have any clue whatsoever as to how Putin, Jinping, and Trump came to power and stayed in power? Or any clue of terrorism. We don't. If we do in some cases, the cause is not a solvable problem. It's super complex.

So, nuclear threats are abstract, opaque, but yet simultaneously can materialize out of thin air at a moment's notice. However, there are environmental and humanitarian problems that we can start working on and solving today, with actionable solutions.


You may be a minority in that group. What should most readily be understood when the word environmentalism is invoked is an existential question with regards to humanity as a whole and what impacts the well being of all people on the planet anything other than is a twisted interpretation to fit one's own agenda.


That’s doubtful. The word environmentalism has a definition and it quite simply is not a human-centric one, so there’s no agenda, whatever that was supposed to mean. Stretching it to mean something else, for whatever reason the original commenter wanted to, doesn’t really make sense other than to apparently place blame on environmentalists.

Environmentalism is a question of balance and sustainability of entire ecosystems and environments. The idea is that by restoring balance, everyone benefits, including humans. How nuclear threats apply to that other than yet another source of environmental pollution or how it’s supposedly on environmentalists is beyond me.


Anything that happens to the environment can absolutely be good for some species and ecosystems including the entire planet turning into a giant ocean, in that case for the fish. So it's bizarre to somehow surgically remove humans from the discussion and have a twisted conversation about balance and sustainability as if those things are absolute.


I didn’t remove humans from the discussion. I said humans are not the sole focus of environmentalism, which they aren’t.


Joe Biden said last Thursday the risk of nuclear Armageddon is the highest it has been for 60 years. Advocating for a deescalation of the conflict in Ukraine and a diplomatic end to the war seems like an easy way to lessen the probability of nuclear bomb being dropped.


It's bizarre for people living in a democracy to consider an elected president's possible use of nuclear weapons "not preventable in any remotely deterministic way" when said president goes on TV and openly calls for nuclear escalation.


Sure it does, but I also don’t know why you’re randomly placing blame on environmentalists.


It sounds like both issues require public education.


Why aren't you being more vocal about the potential for nuclear war? Seems like a very real threat to you, as much as global warming seems to be, but I've seen and heard almost nothing from you.


Why isn't there outrage from environmentalists? Because you are incentivized and encouraged to make "green" choices and speak out on unethical fossil fuel consumption. You are disincentived to speak out against the continued funding of arms to Ukraine. Advocate for a diplomatic end to the war and you will be denounced as puppet for Putin.

Which leads one to believe that many of these activists are not actually motivated to protect humanity from an environmental disaster, but because they want to improve their social standing.


I'm surprised and disappointed that you would try to foist your responsibility for averting nuclear war off onto environmentalists. Please do better, step up, speak out, and do more to stave off this global disaster. Everyone is wondering where you are on this. Why aren't you doing more?

We're left to assume the worst, that you are not actually motivated to protect humanity from an environmental disaster, you just want to improve your social standing by posting here on HN.


nuclear war is the ultimate geoengineering solution to global warming


A true environmental activist should be advocating for nuclear war. The resulting explosions should launch enough material into the atmosphere to help cool the planet a bit and hold off climate change a while longer. And once vast regions of the earth are blanketed in nuclear radiation, it would allow for lush greenery and human abandoned landscapes to thrive, where animals can roam free, albeit with some mutations but most of which should calm down after a few generations of breeding and natural selection.


Because nuclear war would ultimately have net positives for the environment in the long term


The nuclear apocalypse would require a confluence of political events that are (1) pretty unlikely, and (2) almost impossible formally prevent (unless we suddenly achieve world peace).

This is in contrast to climate change, which is ongoing and very difficult but not impossible to stop, at least in its worst forms.

In other words, it's a category error. Being worried about climate change doesn't commit one to every way that humanity can extinguish itself (nuclear holocaust, global pandemics, &c.).


Isn't the intermittency of the energy source the issue? And there's currently no scalable solution to efficiently store excess energy generated from solar panels?


It's rather amazing that you think that people haven't already thought of this issue and addressed it.

In fact, it's long been addressed, and the cost of dealing with intermittency of renewable sources appears acceptable.

https://ieeexplore.ieee.org/document/9837910

> Even former critics must admit that adding e-fuels through PtX makes 100% RE possible at costs similar to fossil fuels. These critics are still questioning whether 100% RE is the cheapest solution but no longer claim it would be unfeasible or prohibitively expensive.


Sure, that's why no one proposes only solar, nor do they propose solar in only one place at a time.


Intermittency means you need storage too. So, you build out storage too. The observation is vacuous.

A renewable grid includes storage. Storage is cheap and getting cheaper.


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