More to point out everyone has the same LLM discovery patterns. But none of the methods seems to have observable, measured improvements over the basics and tend to regress back.
The tech is barely two years old and people are exploring the usage.
I think it's better to keep an open mind instead of claiming to have seen the pattern. Indeed, there is a lot of hype and delusion but there is genuine progress and it's clear as the sun, anyone claiming anything else is equally risky of being delusional at the other end of the spectrum.
A lot of shaming and negative comments. Mainly people annoyed that this is created with LLM usage. Comments like, the author is grandiose, he/she is delusional, the repo was committed yesterday etc.
It seems to be a lot of folks in the community are just lethargic to anything created by LLMs.
But regarding the idea itself, the author basically abstracted and use MCP as the server/interface. I worked a bit on the memory issue of agents, and I do understand the pain point. So I just looked at the article as a source of aspiration, another interesting idea etc..before LLMs, the author could have just said in a blog, oh why not have a universal protocol for memory? But now the author can actually do it, try it, share it with others, and for one see this as a progress, it might inspire other people.
Again, not everyone has this option, people who think that lives in a bubble. Many people leave alone, isolated, and some despite their best effort lives isolated.
Many of the social interactions in those venues are scripted. They follow norms, rules, and procedures. That is the nature of the predictable transactional economy that we (as humans) developed and which we are currently living in.
Then comes the next layer: the narratives and stories that add colour to the mechanics. That used to be written and expressed by humans, because there was no alternative. Now there is an alternative, and it is natural to automate the next layer in the stack. And people are backlashing.
You want an authentic experience? Go to a small shop and tolerate the issues. But you won't. Why? The food might come late, it might not taste the same as last time, the owner might be chatty, and he might say things that don't make you feel comfortable, the staff might not be wearing uniforms, and the scene is imperfect. It's chaotic, but that's why it is human. But most people won't take it, and that is why we are where we are today.
AI is just surfacing these underlying forces. The author is clearly invested in writing and is seeing his skill lose economic value, hence the backlash.
But maybe, just as evolution humbled humans and space showed us our true place in the universe, AI will show us that most of our thinking and writing was, in fact, mechanical parroting, repeated by countless humans over and over again. We just weren't aware of the extent of it. And I, for one, have made peace with that.
Developers were not solving hard problems. The last decade was brutal—mainly frameworks, libraries, configurations, etc. The hard problems were in research.
And regarding the gym, sure, you might enjoy lifting dumbbells and solving puzzles to sharpen your brain. But that is not what engineers are hired for; they are hired to deliver a system using the best tools available. You can choose to farm by hand while the industry moves to using tractors, but sooner or later, you will be left behind.
And lastly, moving higher in abstraction allows us to tackle even more complex problems—I'd argue much more complex than the narrow puzzles we were facing before. Part of the resistance is simply an avoidance of facing higher-level complexity once the lower tier is automated.
I've been in the field for 20 years, and I do think the situation is analogous. We might not like it or we might deny it, but the fact is, LLMs do automate the mechanical part of thinking. Some people might not accept that, but that is the reality given my subjective experience and the experience of many others who are using the tool.
Indeed. But my argument is that a lot of those hard problems were, in fact, already solved; some people made a career out of solving the same problems over and over again. The fact that we have a tool to automate the lower tier of problem-solving doesn't mean we are no longer solving problems—it just means we are being asked to solve higher-order problems.
But it also means we solve the same problems as before but faster, meaning less time is given to planning and thinking about what to actually build. This is a real problem where I work. Everyones grasp of what we are building and how it is connected is markedly worse nowadays.
We as a collective must learn the skill to put these new abilities to good use instead of just aiming to accelerate as much as possible.
Indeed, I solve hard problem for a living, but those are mostly design. The actual engineering often decomposes to gluing things together with limited need for new primitives.
There are hard problems at every level of abstraction. TAGE predictor optimization up to handling data-center failover.
I don't really have a challenge for people like the OP, I get it. I too dragged my feet, even mourned the death of a type of work I had grown fond of. Then I got over it and realized I might prefer the romance of riding a horse into town, but I also like that there's semi-trucks delivering fresh produce to my grocery store year round. The leverage available right now is frankly insane. The one thing an "old dev" [as he self-labeled] can be sure of is that the younger generations will not share these hang-ups to the same degree and it's those people who will inherit the burden of maintaining and furthering the digital world.
After 20 years of coding, I do understand the grief and the sense of loss—I felt it deeply myself. But as an engineer, I was also captivated by the capabilities of the new systems. Watching these systems mechanize the thinking I had been doing for years, struggle in areas I used to struggle with, and even outperform me in some areas is nothing short of a magical experience, leaving all the anxiety about the job aside. Personally, I chose to focus on that magic, to see how far we can push these tools and discover what their limits are.
What is also interesting is that what our brains perceive to be hard is mainly because we didn't evolve to deal with these kinds of problems. But as it turns out, automating logical problems is much easier than folding clothes.
I'm just really puzzled by people frankly, one would expect Hacker News to be of higher caliber. Read the history, watch real geo-political analysis. But even without that, a presidents in who screams profanity on social media, threaten to take oil and resources of other countries and bomb to the dark ages..even without any political background, this a real low for any position let alone the president of the US.
I think Social Media truly brought the worse in people. People are not trying to be decent anymore.
To be honest, this forum is where I come to take th temperature of the US "centrists" who brought us to this point. I've quit other social media, so this is one of the few places where I can hear what folks (who are often quite clever in quite a few dimensions) spout rather vicious thoughts.
The other spot I get exposure to this part of the US political spectrum is the comment section of a youtube guy who is pretty far to the right but who has a seemingly (at least to me) well-informed understanding of the facts- he's interesting because it's kind of wild to hear the more lumpen version of this site and what their concerns are: they are really mad that this war is happening instead of further domestic crackdowns on immigration.
In both cases, it's helpful to understand where folks who have some pretty misinformed understandings of history and politics are sitting with their opinions.
It doesn't seem surprising to me that a bunch of aspiring venture capitalists, who have probably have been or are on the cusp of having a small taste of the massive wealth that their work in building out the surveillance state has brought to their masters, have totally shitty politics.
I think you are right, I've also stopped social media myself recently and left with nothing but YouTube and the occasional visit on HN for tech.
With that said, and I'm aware that HN audience are mostly in tech but I always thought we in tech are better trained to think critically and look at things from various perspectives. But to see the exact same response patterns one would see in FB makes one surely question how many people are truly capable of independent critical thinking. I'm also starting to think that given the complexity of modern life and the amount of information we are flooded with people are simply choosing the most repeated narrative within their circle without much reflection or any critical thinking. At the end of the day most folks here are busy with other things and it is easier to believe they are evil and we are liberating then dive deep into one of the most complicated areas when it comes to history and geopolitics.
Well, a lot of the folks here also share the view that because they understand how pointers work in C or can orchestrate stuff in docker (or whatever the kids do these days) they must be smarter than all us dumb losers who can't figure out how to make our brains okay with this world.
It's an appealing view, and I get it. Probably not a bad idea to question at length.
I keep getting downvoted and flagged, but there is noway anyone in good faith would support this war crime. A president who threaten to send a country to stone age, saying in front of everyones face that he wants to take the oil..
I don't understand how any human in good faith could look at Iran's government and say they are the evil regime, when we have on other hand, someone who is vocally saying that he is willing to destroy the country's infrastructure and steal their oil.
Well, sure I don't mind getting flagged or downvoted. But at least I speak my mind and what I believe is true.
This isn’t a contest for most just or most evil. Iran has committed horrible atrocities. The US’s approach to this war has been completely wrong and they are threatening war crimes.
Yeah but western powers have been threatening, bullying, murdering and undermining Iran and it's people since they nationalized their own damn oil three quarters of a century ago.
How do you expect an abused dog to turn out? It's probably not going to turn out very nice isn't it? The Iranian regime would chill out just fine on their own if only the west would stop being so cruel to them.
That's exactly it, and what's more they are kicking the abused dog even harder expecting submission. At this stage, it seems it would rather die or push the abuser away.
Iran has been "threatening, bullying, murdering and undermining" Israel since it was taken over by an irrational Shia theocracy. This war wouldn't be happening if Iran had behaved in a sane and rational manner over the last 35 years.
So one side is evil while the other side is just wrong ?
Like after 300k deaths in Irak when the administration said "sorry we have been misled by wrong information about the WMD"? They made a mistake, yet Iraqis were evil.
US armed rebels, that is their history, Israel wants to the current government down at all cost.
They did that with Iraq, ISIS, they trying with Kurdistan..
I'm not defending a theocracy, but this is not how countries are freed. And he is clearly claiming to take the oil, destroy their infrastructure and take the country to the dark ages. If Iranian government was saying that, hell would go lose.
Actually arming rebels is how countries are freed. Its not the only way but it is one of the most common. Also Iran arms rebels so whats your point in highlighting the US support for rebel groups?
Your perspective on who is being liberated and who is doing the liberating relies on a simplistic narrative. Ironically, the central figure of that narrative, Donald Trump, has openly stated that he does not mind seizing oil or returning the nation to the Dark Ages. Furthermore, they have backed armed protests and expressed a willingness to arm Kurdish factions.
I am uncertain about the logic or framework you are utilizing. If you believe such actions constitute "freeing" a country, then we clearly do not share the same moral and ethical standards.
I think you're assuming way to much from my comment. I was pushing back on the idea that arming rebel group isnt how countries are freed not supporting what Trump is doing.
A violent takeover may not immediately lead to a "free" country but it does open the doors to change and from that change can come freedom. Or in a different perspective its not freedom its just to be free from that certain regime.
because the person funding isnt doing it out of the good of their heart. They have interests in removing the current government. The rebels also have interests in removing the current government. That is all its just two people working together on a common goal its not that deep.
Iran has been saying this about Israel and the USA since 1979 and has been arming/propping up Hamas, Hezbollah, and the Houthis, who have has similar language on their flags/in their charters.
Keep in mind that we now know that US supplied the protestors weapons to wage violence during the crackdown that resulted in many police officers being killed. We also know that the US has run a campaign to turn protests into riots in past events. And we know that the US sponsors campaigns to create unrest in the country.
If Iran sucks, it is only because the US wants it to suck
The USA didn’t turn Iran into a terrorist Jihadist state attempting to get nukes. Not everything is the USA’s doing, give extremely violent Islam its fault as well.
Iran has funded/stood up Hamas, Hezbollah, and Houthi rebels whose flags and charters include maximalist jihadist rhetoric. Iran my entire life has pushed 'death to America'. When Iran's leadership was killed they talked about welcoming it and Islamic martyrdom. My entire life that is my exposure to what an Islamic state looks like. Sure seems jihadist to me.
The only thing those groups have in common is their hate for israel. And israel has intentionally made them the enemy. As it has done with Iran. And blackmailed trump to go after Iran.
At this point you simply just back away from all indications of “iran bad”
Wait, cites on the "US supplied Iranian protestors with weapons" bit? Other than Trump? It sounds ridiculous to question whether he's telling the truth, but here we are...
Are you suggesting I provide a citation for the President's claims? Beyond his reputation as a loose cannon, it is difficult to fathom why he would boast about such a thing.
From the beginning, the primary objective of this conflict has been for Israel to eliminate regional resistance, leaving Iran as the final holdout. By arming internal rebels to oppose the administration, external forces are essentially inciting a civil war to topple the government.
While the nation and its current leadership require reform, it is important to remember that these radical regimes do not emerge in a vacuum. Their perceived need to resist stems from external efforts to dismantle them. Such radicalization is often the direct consequence of aggressive policies, including economic sanctions, historical support for Saddam Hussein, and the installation of corrupt monarchies.
Every radical movement triggers a counter-movement, making it difficult to distinguish cause from effect. Much like the chills and fever associated with the flu, these movements represent an extreme but instinctive immune response to an outside threat.
> I don't understand how any human in good faith could look at Iran's government and say they are the evil regime,
Well mainly by having Iranian friends who tell us their government is an evil regime, and when we try to insist our government is evil too, lecture us about our privilege to show they really mean it.
youre only getting downvoted because they pay people good money to make sure their ridiculous narrative gets front page every single day. us murders a countries leader and a bunch of school kids and suddenly iran is accused of murdering 100k protesters and committing war crimes... like wtf lol
> I don't understand how any human in good faith could look at Iran's government and say they are the evil regime
Iran mass murdered tens of thousands of protesters in one day. I was outraged when Trump’s goons murdered two Minnesotan protesters—if we can agree this is evil, it should follow that a regime that murders tens of thousands of protesters is also evil. This isn’t complicated, which is why you’re being downvoted (I did not downvote you).
Neither the precise scale of the killings or the degree of militancy of the protesters has been well documented. It's reported that a lot of policemen and revolutionary guard soldiers were killed too.
Remember, Mossad publicly boasted that they were on the ground with the protesters, which was a pretty insane thing to do and basically gave Iran carte blanche to say these aren't protests, it's a foreign sponsored coup attempt. There's very little we can say to that when Mossad basically publicly said it was.
Maybe they were so sure the protests would succeed they figured it would earn them/justify goodwill with the new government?
FWIW, my information comes from Iranians who speak regularly with their families who still live in the cities where these killings happened. They talk about protestors pushed into a market place by IRGC with just one exit—the market was set on fire and anyone who fled out the exit was shot by IRGC.
Also, if you know anything at all about the history of the Iranian regime, it’s entirely unsurprising that this happened. They respond murderously to every large scale protest, and have been mass murderers since they turned on the leftists and other allies who helped install them in ‘79.
> it's a foreign sponsored coup attempt
This is what the regime says every time large protests erupt internally. I’m not defending Israel, but these were innocent unarmed people protesting even if Israel played a role in organizing the protests. I detest the Israeli regime as well, but justifying either side’s mass murder is insane.
Man, if you've followed Iran, you'll know that some exile Iranians are a bit like exile Cubans. Like the latter, they have plenty of legitimate things to be angry about, but that doesn't mean they aren't, a good deal of them, batshit crazy. Lots of them support the son of the CIA-supported dictator who was so bad he landed Iran with their theocrats in the first place. Some of them are supporters of MEK, a goddamn case study in political cults.
> This is what the regime says every time large protests erupt internally
Yes, but that doesn't mean they're not right. US and particularly Israel outright took credit for it, to a degree you'd be hard pressed to find any time in history. It wasn't just a spontaneous uprising, it was also very openly a foreign sponsored regime change operation.
Which doesn't mean they're aren't a lot of innocent people who have wanted to get rid of the theocrats all along getting murdered. I'm sure there are.
There are just enough in the opposition who have decided to ally with Israel (which would rather see Iran a Somalia-style failed state before a free and democratic Iran) and the dictator's sonthat any kind of moral legitimacy the movement could have had is out the window.
There's a lot of incorrect information here, but I prefer not to veer farther from our core disagreement by litigating details that seem tertiary (though I'm happy to discuss them in another thread or after we've resolved our core disagreement--it's an interesting topic).
You were originally arguing that the Islamic Republic isn't evil because the protestors deserved to be killed because Israel and the US claimed to have coordinated the protests. I don't see how you're getting from "Israel and the US claimed to have coordinated the protests" to "therefore Iran's mass murder was legitimate". Even if the tens of thousands figure is exaggerated by an order of magnitude, it would still make the Islamic Republic an evil regime. Even if Iranians who criticize the regime are "batshit crazy", even if the US and Israel organized the protests, even if the Shah was really worse than the Islamic Republic, none of that justifies murdering unarmed protestors by the thousands. My position is that mass murder is wrong even if the protestors held opinions I disagreed with.
if the number of tens of thousands dead is true (and i'm highly skeptical, but let's go with that) then it correlates with the number of starlink terminals smuggled into sanctioned iran way before the protests. both us and israeli officials publicly boasted of mossad agents being on the ground (presumably coordinating these people exerting brutal violence; incidentally, these terminals were the reason for shutting down internet) and even bessant boasted about manipulating the currency into collapse to spark the unrests in the first place. that's all quite evil.
now, i'm against death penalty, but if a government under siege by foreign powers faces such an existential threat then that's one outcome to be expected ... those agitators had it coming. many innocent people died that day, but surely the majority weren't that innocent.
one can disagree with or dislike the irg, but i don't think they're evil, and if they are by the same criteria the us and israel are fucking monsters.
I would be entirely unsurprised if the US and Israel didn’t play a role in agitating, but the Iranian people genuinely don’t like their government. You can talk to pretty much any Iranian expat in any country. The protests may have been coordinated by Israel, but the people who died were ordinary citizens who want to live in a free country. The protestors absolutely were innocent by any reasonable definition. Protesting an oppressive government isn’t a moral offense.
> one can disagree with or dislike the irg, but i don't think they're evil, and if they are by the same criteria the us and israel are fucking monsters.
Yes, multiple governments can be bad, which is what this thread has been debating. Israel coordinating protests does not absolve IRGC butchering unarmed protestors. Iran sponsoring Hamas terrorism does not absolve Israel’s brutality against civilians. This isn’t complicated.
But as Trump has assured us, that’s the old regime which is completely different from the current regime, which as Trump again has assured us, is not anywhere near as crazy as the old regime.
/s
The Iranian regime is incredibly evil. That makes the American actions even more evil given that they’re providing that evil regime so much cover and allowed it to transition from their 86 year old leader with almost no opportunity for opposition.
So the country waging wars from the sky, threatening to take their oil, annexing Greenland, suffocating Cuba, the only country who used nuclear bombs twice...is what?
And anyone who knows a bit of history in the region they will understand that this is the case. They armed Saddam to fight Iran for 8 years. The main issue with Iran is that it is against Israel.
It feels like a lot of people on this thread believe that Iran can’t be bad because other countries have done bad things. This seems obviously absurd, but so many of the comments here take the form, “Iran isn’t bad, look at what the US has done”. Come on.
Gemini said
The point isn't that one side is "good." The point is that your binary notion of bad and good is far too simplistic for this reality. We are talking about nuclear powers threatening to send a country of 90 million people to the dark ages just to seize their oil and resources. Radicalism is not born in a vacuum; it is an extreme yet necessary immune reaction to an invader. When you are facing a genocide level threat, the moral calculus is not actually that hard. If you can't see the difference between internal policy flaws and a superpower threatening total destruction, then you aren't being objective. You are just taking a side with the party holding the bigger hammer.
You're making an obvious straw man argument. Acknowledging that the Islamic Republic is evil does not imply a moral comparison between them and the United States or Israel. There's no contradiction between opposing the US and Israel for starting this war and acknowledging that the Islamic Republic is an evil regime. That's the point of this entire thread: more than one group can be evil, and the Islamic Republic does not cease to be evil regardless of one's opinion about the US and Israel. These are not dependent variables. You are endorsing an obviously false dichotomy.
Why do you think no one cares? My feeds are outraged. Maybe some normies can’t keep up with all the specific heinous stuff coming out of this administration, but I don’t think they’re happy about it.
Saying things is not a war crime. So if Iranian soldiers surrendered to US soldiers and they were shot that would be a war crime. I don't think that happened? Hegseth statements could be used to support the claim of war crime under such circumstances if they were to arise. [EDIT: As a commenter suggests it is possible that simply saying this is a war crime, or at least there are some legal opinions suggesting it]
Attacking civilian targets with cluster bombs has happened and Iran is doing that as we speak. That is a war crime.
Attacking infrastructure is not a war crime if that infrastructure serves a military purpose. Attacking purely civilian use infrastructure is a war crime.
Threatening to attack civilian use infrastructure is not a war crime. Threatening to attack infrastructure used for military purposes is also not a war crime.
Mowing down protestors with machines guns is not a war crime but maybe we should consider it a crime against humanity.
EDIT: FWIW I do care about what Hegseth said. It's wrong and he shouldn't have said that. But people say stuff- what matters are the actions.
There are some actual acts that count as war crimes as well, that Hegsdeth has overseen - killing civilians off the coast of venesuela by attacking and sinking fishing boats, but also then killing the civilians after theyve jumped ship.
then in the iran conflict, leaving the sailors to drown after sinking iran's show boat with a sub
The US should do better. But we got here when the parent said:
> I don't understand how any human in good faith could look at Iran's government and say they are the evil regime,
Iran's government mows down protestors by the 10's of thousands. They beat woman to death for violating the dress code. They conduct public hangings in stadiums. They routinely use torture and arbitrary arrests. They and their proxies bombard civilians routinely. They recruit child soldiers. The list is just endless. How is that even comparable to the US government?
I know this double tap terminology is frequently used in social media these days (IMO it's propaganda). I don't know there is solid evidence of targeting first responders intentionally. I haven't seen it.
I did see some mention that the school was hit twice but I don't think that's supported by the satellite imagery or videos we've seen. In theory US service personnel can and should refuse to execute an order that is targeting first responders and my base assumption would be that the US does not practice this. There are huge number of people involved in planning strikes and executing them so you'd think some of those people would refuse such an order and/or speak about it publicly. I.e. I don't believe the US initial salvo of Tomahawk cruise missiles and bombings were designed to intentionally hit first responders. Beyond it being a war crime it also makes no sense to "waste" bombs and cruise missiles on first responders when presumably there are a lot of other more valuable targets; beyond it being morally wrong and a war crime it's also stupid. The only time I've seen this sort of strategy being executed intentionally is during the suicide bombing campaign in Israel. e.g.:
In the context of terrorizing a population it makes perfect sense. In the context of the US attack on Iran it makes zero sense since it doesn't serve the US interest to terrorize the population of Iran and the regime couldn't care less.
What do you want me to say about the US? I would like to see zero war crimes from the US. I would like to see a US president that doesn't sound like a mad person on social media and a SecDef that isn't a religious zealot. I still think that big picture there is no comparing the US to Iran in terms of the actions each is taking and has taken. Iran fundamentally wants to make the world a worse place and the US wants to make it a better place (and sure, make a lot of money while doing that...). Would a solution that doesn't involve dropping bombs be better? Sure. Find me one.
The confusion comes from the fact that the regime which is very clearly better for its own people is also the one which actions are clearly awful for the rest of the world (if only because it has vastly larger means).
It's not confirmed but I agree it was very likely a US strike. An accidental one.
Assuming the US did not intend to kill school girls that is also not a war crime. You can certainly argue that this happened due to the US decision to go to war and claim the actions to not be moral (or illegal as some have stated). Others might argue that more harm would occur if no action was taken and that the action minimizes the overall harm (e.g. to the Iranian people or others).
You could also argue that attack was intentional. I don't think there's any evidence of that and I'm not sure what purpose it served if it was one.
It is difficult to extract the real purpose of most things about this war, if you're in the US, since almost every single part of it seems against the US' interests and public face.
You're probably technically correct and that the US didn't intentionally look in Google Maps for an elementary school and decided to destroy it. But did we really need to Double Tap it?
That tweet by Timothy Snyder is quite ridiculous. There's just no way that's the motivation behind all this.
Unfortunately it's also the only motivation anyone has presented that there is any real hope of actually achieving. And it's the kind of excuse trump could use to become glorious dictator. Or at least I wouldn't be surprised to learn he thinks it is.
No, I really don't think that's why this war was started. I don't think trump actually wants terrorist attacks in America. But it just might be what he will get, whether he likes it or not.
> I don't think trump actually wants terrorist attacks in America.
He might not but he's surrounded by christian evangelist lunatics who think bringing about the end times is their moral responsibility and, more importantly, they are in charge because Trump is an addled idiot who has fewer thoughts in his head than an orange cat.
US president, holding nukes and saying things like "whole civilization will die tonight" is just state terrorism of the worst kind, ... so far, yes. It may become a war crime of genocide. Not sure why should I or anyone wait and see, before issuing sweeping comments about all of america, which made this possible, by working hard to building up the military capable of doing it and giving power to nutjob issuing the threats.
Be sure that this US threat is not just against Iran, it's a US threat aginst the entire world, and it will be taken as such by many, you war crime justifying tool.
Also pretty telling, that you're using intl. law to justify US attacks, instead of using it for what their purpose was,... which is to limit the ways in which states execute war. The same thing Israel was doing to justify murdering 20 000 children in Gaza, just constantly finding "loopholes" and using it retroactively to justify every single thing they did that someone contensted.
The western analyst and thinkers don't yet understand what is the story the makes this current governance stand.
You can't understand something when your mental model doesn't have the depth for it it.
The author still thinks people are rallying around the flag when the country being attacked has a thousand years of narrative about the oppression and the oppressed.
It goes to show the author doesn't understand what is happening and this is all just..in hindsight.
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