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“ The person proposing has been thinking about this for weeks or months. They've tested pieces of it in their head or even built proofs of concept. They understand things about the idea that aren't obvious yet. And they're trying to explain all of this to a room full of people encountering it for the first time.”

This is just not true in my experience, and doubly so after the advent of LLMs. I've seen more half-baked ideas presented than thorough plans.


Prime age employment is near all time highs: https://fred.stlouisfed.org/series/LNS11300060

20-24 age employment has been about the same for last 16 years:

https://fred.stlouisfed.org/series/LNS11300036


Also noticed that… another consequence of convergence of culture due to algorithmic management of attention?

Honestly I have no idea what to make of it.

In my mind it could be:

1) Simple copycat - article author is watching predictive history which seems plausible given channels surge in popularity

2) Algo effects

3) Coincidence / think of pink elephant effect

4) An actual coordinated intentional campaign by [insert evildoer with insert evildoer motive here...or even 3 letter agency meaning well but ending up functionally doing same as evildoer]

...the fact that I couldn't tell #4 apart from 1-3 has me a little spooked


Widely available image recognition software can tell the difference between birds, planes, baseballs and missiles already.

Depends. It would be a non-trivial problem when dealing with only 1 - a few pixels, which is likely.

It's not that hard. Planes and birds act pretty differently, even when pixel sized. Doubly so when you've multiple cameras networked all over the area.

> breakdown of doctrinal disciplin- mostly created by chronic underestimation of advesaries in the region

"Keep in mind that the greatest entities, whether they are cities or nations, are the ones most susceptible to the pride that comes before a fall."

Thucydides, History of the Peloponnesian War


> One of the things I have disliked about the Iranian conflict is that their propaganda/messaging has been, by quite a margin, more reliable than what the US/Israel have been putting out.

Can you please expand on this with some examples?


The easy example is that meta was full of influencers confirming the war was over, with the us having won, at a time Iran's own statements declared otherwise. That was a while back.


One of those appears to be written by a sensible adult and the other one by a boastful teenager.

The most recent example - I have been seeing reels/tik toks fronted by young women, that push Iranian talking points, they were saying that Trump's announcements on the conflict were timed to manipulate markets, and to "watch tomorrow"

They were referring to a Sunday before the Markets opened, and right on cue President Trump started making announcements that had a massive effect on market movements

Previously the USA government were downplaying (then retaliatory) Iranian drone attacks on bases in the middle east, claiming zero damage, and laughing at the attackers, the Iranians provided footage that showed real damage, and the US military released statement(s) that agreed with the Iranian claims.

Now, I'm not going to pretend that the Iranian regime is anything but a steaming pile of ew, but the lesson we were supposed to learn from the Vietnam war, and the Iraq war (II), was that hearts and minds are the key to "winning", and that's built on trust, which is built on transparency and honesty.

edit: and the Afghanistan invasion


not only that, one big fact is that the Trump administration attacked twice Iran during negotiations. That sort of backstabbing gives you a sense of what their word is worth.

> Iran has been buying and building all of this military infrastructure at the expense of living conditions for its people

Iran spends about 2.5% of its GDP on defense, compared to USA at around 3.5%. How much should they be spending?

https://data.worldbank.org/indicator/MS.MIL.XPND.GD.ZS?locat...


Is that reliable? The IRGC basically runs the economy and takes a significant cut. The IGRC is also separate from the military. The nuclear program, quite obviously for military use, may also not be included. What about support for proxy groups? Hezbollah alone gets support above $1B per year.

I was aware of the IRGC graft.

I tried to check the amounts normalized for % of GDP.

Conservative estimates put them at half of the 2% GDP military spend. However, the IRGC's tentacles are also estimated to siphon off something like +50% of the GDP.[0]

Not all of that money's going to military hardware, but they have a substantial slush fund and use the Iranian resource base as a military piggy bank.

[0]https://fortune.com/2026/03/02/iran-islamic-revolutionary-gu...


Not just that, but the IRGC cronies have massive overseas investments bought with stolen money: https://www.transparency.org.uk/news/londons-role-irans-fina...

$1B per year for Hezbollah is like $1 a month per Iranian.I doubt it changes the Iranians living conditions much...

Almost half of the economy is controlled by the IRGC: https://fortune.com/2026/03/02/iran-islamic-revolutionary-gu...

Which is a logical result of decades of sanctions, allowing only the insiders to profit from the country's ressources while the common man is bared from providing an alternative. Sanctions do not work and only entrench regimes, as we see in Russia, Cuba, North Korea and now Iran.

I think sanctions against government officials, rather than the whole population, work better.

I've just been at a conference where some high-up guy from germany was talking about the effect of sanctions... russia used to sell wood pulp to germany, german factories would produce paper products and then sell a lot of them back to russia.

Then sanctions came, no more very cheap wood pulp for the german industry, and after a year of sanctions, the russians built (i think) 4 large paper factories, so even after the sanctions end, that business is not coming back to germany.


OK, so what? Obviously we shouldn't continue trading with enemies regardless of the economic impact.

Why? If the objective is to weaken a regime, and the sanctions strengthen it, why should you help your “enemy”?

The classic mistake here is to consider that dictatorships are like democracies—they aren't, and their power structure is different and more resilient to economic shocks. Even Bachar Al-Assad, who was much weaker, took 13 years to leave power.

At some point, one should question if wide sanctions targeted at increasing the suffering of the civilian population are really worth it.


Your assumption here is that, since sanctions strengthen the regime, not having sanctions weakens the regime, which is not logical.

Not having sanctions potentially strengthens a regime more than sanctions do, embeds them in the global geopolitical/cultural/economic stage, normalises their behaviour, and goes against a lot of people's deontology.

Look at Israel: no sanctions, strong Zio regime, majority of US/German pop supported the "self-defense" argument for decades, complete normalisation of Palestinian genocide until the horror reached an unbearable threshold. Etc., etc.

Yes, sanctions are far from perfect, but I strongly believe that a world with Israel santioned would have been a much better place for everyone, including the Israelis (from having to contend with their ideology).

Edit: I'm also aware that my argument is not perfect either. For example, I wouldn't qualify what Cuba has or what Iraq had as sanctions in the sense that I'm talking about: these are to my eyes an economic war of aggression by the US/West. What I'm defending is sanctions on fascist and ethonationalist global/regional superpowers that are engaging in large-scale horror. But I'm aware how leaky my definition is.


You can do sanctions on items that allow the regime wage wars (weapons and dual-use products), yes, that can work. Or wide sanctions on small countries such as Israel can be a credible deterrent, since it lacks economic depth to find substitutes.

However, wide sanctions on large countries such as Russia or Iran are now proven to be quite ineffective in the long run. Even worse, by preventing the creation of a middle-class, you won't have the conditions to start a democracy later, after a possible regime change.

I know it sounds counter-intuitive, but it's what data shows.

And sanctions don't prevent countries from committing atrocities either. What about the deaths and suffering induced by sanctions? 500k Iraqi children were estimated to have died due to the US sanctions. The architect of the policy told that it was "worth it". Was it?

https://www.newsweek.com/watch-madeleine-albright-saying-ira...


- Economic growth slows down under sanction.

- removing their leverage over you is also good.

Even if regime will not change, it will be weaker


Sanctions also affect population and create indirect deaths and suffering in the civilian population.

I guess that, just like Madeleine Albright, you believe that 500k Iraqi children death caused by US sanctions were "worth it"? (US still wanted to invade after, proof that sanctions worked!)

https://www.newsweek.com/watch-madeleine-albright-saying-ira...


Quite a loaded question (a-tier).

Counter-question/game:

Hypothetically, imagine that you become president of US today, inheriting current situation. What would you do regarding Iran situation?

What is the correct action now in current situation?

Spoiler: I think there is no “correct” solution, somebody will be hurt in the end despite best wishes.

Note: Lower supply of oil and fertiliser affects poorer countries more than the rich ones (possibility of famine in Africa). Current Iran government just killed their own civilians a month ago in thousands to end protests; and repressions will likely repeat as protests are likely to repeat. (Irans populace seem to be quite educated and want some reforms) Ground invasion of Iran would cost a lot of lives - civilian casualties always exist.

But honestly, what would you choose to do?


But they just became more independent.

Germany stills needs and wants russian energy, because they're overpaying a lot currently, but russians don't need the german paper industry anymore.


Paper is definitely not the only thing Russia was importing. Check statistics of Russian aviation accidents (not sure if Germany was in supply chain for aviation, but this is visible thing that clearly was affected by sanctions)

Is there evidence sanctions strengthen a regime? With Russia at war right now, sanctions do indeed seem to be helping Ukraine with Russia having a budget crisis.

“ sanctions strengthen authoritarian rule if the regime manages to incorporate their existence into its legitimation strategy.”

https://www.cambridge.org/core/journals/european-journal-of-...


Sanction strengthen the political grip of a regime on society, which can use them as a justification for its repression. They also hollow-out the middle class, which prevents a democratic societal change, which requires it.

In the case of a war, it is of course useful, but it won't solve the long-term issue of the nature of the Russian regime, which has gotten only more entrenched since 2014.


Russia is actively and directly at war with Ukraine. Russian tax dollars fund that war with Ukraine.

Sanctions on Russia are us not funding the war on Ukraine.


Do you count enemies as the one we try to invade, or only as the one that invade others and more generally don't respect international laws?

Extensive domestic economic control by security forces is also a feature of Egypt and Pakistan. America does not complain about those examples of course, because those countries bend the knee.

Those countries, like Iran, are also quite poor because the army siphons off so much of their resources.

And it seems that they did in fact need that army.

If by "bend the knee" you mean that they don't regularly chant "death to America", sure.

Half the world chants that. Currently, probably more. Americans have managed even to alienate the ass-kissing politicians from europe. Even in US, the people are protesting against the current president, and no wonder... trump wants 200 billion more while people can't afford healthcare and education and some cities look like cities from apocalypse movies, with homeless camps everywhere.

US is in 53. place in child mortality ( https://en.wikipedia.org/wiki/List_of_countries_by_infant_an... )... but hey, those bombs need to be used up, so the taxpayers can pay for new ones, right?


A lot more than 1/2 the world, a lot more...

Currently lot if people dislike/distrust america. Which is understandable and rational thing to do. Chanting “deato xyz” is very irrational and unproductive and just bad.

if I was disliked and distrusted by a lot of people I’d think long and hard about why that is vs. complaining about how that dislike/distrust is communicated

Do you assume that I am American and that I was complaining about people chanting?

I am not; yet I prefer that my side stays rational without such chant’s (somebody has to be the responsible adult)


I made no such assumptions, no

They should probably be closer to 0 or more in line with European countries but these numbers aren’t accurate and don’t tell the full story. They don’t, for example, include money paid to and missiles transferred to Houthis to launch from Yemen. Nevermind Hamas and Hezbollah, rebels in Iraq and so forth.

EU countries spend about 2% of GDP on their militaries. It's not at the high US levels, but it's closer to Iran's number than it is to zero.

Europe is just under 2% of their GDP spent on military. Where are you getting this "0" figure? https://data.worldbank.org/indicator/MS.MIL.XPND.GD.ZS

Russia today probably.

> They should probably be closer to 0 or more in line with European countries

Expand on this logic please.

European countries are protected by NATO and a nuclear umbrella.

Why would you expect a nation state to not invest in its military?


> European countries are protected by NATO and a nuclear umbrella.

Well, protected by the United States primarily. They've mostly divested from military spending and capabilities over time, which is the ideal thing, but it seems like maybe we can't live in that ideal world, anyway...

I'm not suggesting that Iran shouldn't have a military, but instead questioning the purposes for which it would have one. Today its military is used for sending missiles at Gulf States, funding Hezbollah, and oppressing its people. So for it to have little to no military practically speaking would be a good thing.

Second at 2.5% GDP (again these figures are highly questionable) that's plenty to have defensive capabilities versus neighbors. There's nobody there to really worry about because who outside of the United States is going to invade Iran? And even then the US is only doing it because they won't stop doing crazy shit and launching missiles at everyone.


> I'm not suggesting that Iran shouldn't have a military, but instead questioning the purposes for which it would have one.

Well, they're currently being attacked. "Defending against attackers" is a pretty important purpose for a military.


[flagged]


> Notice how it's just Iran that's being attacked

https://en.wikipedia.org/wiki/2026_Lebanon_war


Yes, Hezbollah is an Iranian proxy who has, in violation of UN actions and against Lebanese government wishes seized and held territory in Lebanon from which to launch rockets into Israel lol.

If you're going to use that as such a loose category than the list of countries that have been attacked expands quite a bit. Israel has attacked Iran, while Iran has attacked Israel, Turkey, Azerbaijan, Iraq, Oman, Kuwait, Saudi Arabia, UAE, USA, and maybe one or two others that I'm not thinking of.


Iran hasn't attacked USA or Israel. USA and Israel are the invaders that attacked Iran.

Do we now start listing American proxies and their terrorism? CONTRA alone should make the USA deserving of several nukes dropped on its lands by that measure.

Like, this very second?

It’s been ones of months since USA attacked Venzuela. We are openly musing about invading Greenland. We are actively embargoing and threatening to invade Cuba. We are the unhinged aggressor in all of this.


There is no civilization on the planet that would accept full disarmament under the logic that they should just trust that you won’t attack them if they weren’t armed.

Let's be fair, if someone bombed trump right now, most of the world would be happy, including a lot of americans.

Does that mean that someone should bomb US because of your regime? I mean... you have more homeless people living in tents than most cities post some natural disaster, your people can't afford education, healthcare nor (as above) homes, and you guys are spending money to bomb a place half a planet away that is in no way endangering you... and that after you've bombed it once before and "completely destroyed the nuclear program"... and before that and before that.

I mean... i understand americans are well... americans, but you guys can't even imprison pedos running your country, why should you decide who to bomb?

I mean.. what's next? Iranian special forces will eventually start destroying stuff in US, and you guys will claim "terrorism" or something again... well, it's not terrorism if you're in a war.


> Well, protected by the United States primarily. They've mostly divested from military spending and capabilities over time,

UK and France have nukes, european nato part isn't going to be invaded without nuclear exchanges.

Apart from that, each country is specialized on various things and combined military is quite capable.

Sure, it's not US level of spending... which is probably a good thing given the US basically cut education and healthcare for a few generations for that.


> UK and France have nukes, european nato part isn't going to be invaded without nuclear exchanges.

I like to think this is true, but how many French soldiers coming home in body bags defending Lithuania will it take before they say enough? Are they going to just resort to nuclear weapons against Russia immediately? I don't think the nuclear umbrella is the trump card that it you might be portraying it to be. It's really difficult to say who would use those and when. There are some obvious cases, but there are also some not so obvious ones.

But nukes aren't enough. You're not winning the Ukraine war with your nuclear umbrella for example - that's being won on the ground with Ukrainian blood.

> Apart from that, each country is specialized on various things and combined military is quite capable.

Combined command of a military like this is incredibly difficult, and while I'd certainly agree that some specific militaries are quite capable of [1], I think the political and organizational system in Europe really poses a challenge. But even so those militaries lack power projection capabilities and lack in some other key areas.

[1] In order probably Ukraine -> UK -> France -> Poland and then nobody else registers. Ignoring Russia because they're not really European IMO.

> Sure, it's not US level of spending... which is probably a good thing given the US basically cut education and healthcare for a few generations for that.

Nah, we actually have money to easily afford both we just have a bunch of morons in charge (Democrats and Republicans) who, particular to healthcare, have gotten us the worst of both worlds. Education we're #1 there's no question about that.


France trained the most efficient recon crews, and the most efficient Ukrainian sniper units (some of them led by ex french soldiers. At least with a french passport, or on the verge of getting one). Caesar MK1 are the most efficient howitzer by a large margin in Ukrainian conflict, and Ukraine have half the French number, and first MK1 units, when France is starting to get Caesar MK2. Our MBTs is so much better than Ukrainian tanks it isn't a comparison, and French rafales are not a joke, unlike su57s. When it come to boots on the ground and artillery support, nobody can beat Italy in Europe, though Finland probably can give it a run, and both countries would have defended Russia aggression easily. Special units are not even a consideration tbh, both French and Italian winter units are incredibly better trained than Spetnaz it appears (and they have the advantage of like, not being dead), and even they are less well trained and equipped than those in Finland/Sweden/Norway/Denmark or UK.

If you're talking about global capabilities, including power projection, then the ranking have to start with France, and have Italy very, very close to the UK if not ahead (if we don't take into account nukes), and then Spain should be slightly above Poland and Ukraine, maybe with Finland and Sweden in the mix (gripe3 and CV90?). German have the Gepard which seems to be the best response to drones, but their army is too new. The only thing Europe truly lacks is a strong IFV with reactive armor like the Bradley, maybe the Lynx would qualify but the quantity is clearly not enough.

And here I didn't talk about military doctrine and how well both French, Italian and German equipment fit their own, which to me is a huge advantage right after the early days of a conflict, because even when no one really know what to do and improvise, at least the whole army group improvise in the same direction.


Nice write up, I'd also add up Turkey, has a massive military on its own, is part of NATO and had no worry shooting down russian jets

True, Turkey is a bit harder to rank. Or was hard to rank before February. They showed during NATO joint exercise projection capability i didn't know they were capable of, and imho they should be ranked around UK/Italy on projection capacity (though special forces seems to be a weak point, so probably below them tbh). If the fight is local though (in first sphere of influence), yeah, they probably are the first fighting force in europe (including Russia), with their army size, drone, artillery and AA capacity.

> Education we're #1 there's no question about that.

I am wondering what you mean. Top-tier universities full of foreign nationals doing excellent research and funded by exorbitant fees? Sure.

But what about pre-college education?

Reading this thread, with people variously claiming things about Israel as if the country had sprung up from nothing with divine rights on the 7th october, or about Iran, as if the regime had suddenly appeared in 1979, without any US involvement in its suffering before (1953) or after (1984), makes me willing to question that education in the US is promoting critical thinking. Maybe the time spent singing the anthem would be better used actually reading history?


> Education we're #1 there's no question about that.

Education is about social mobility, a chance for anyone to participate depending on their intelligence/grit/motivation.

You guys only have education for the rich/elite.

If you have to pay for it, or be lucky to have parents next to good schools then you've failed.

> But nukes aren't enough.

Lookup french nuclear doctrine to see discouragement effect.

Also, european NATO is capable of bombing conventionally moscow/other russian cities in case of war with some losses.

Eliminating Putin/Leadership would probably stop any war.

That would probably be the first counter to any invasion with threat of using nukes as a threat to keep russia from going for nukes. (losing moscow/sankt petersburg might be too much for russia same as paris/berlin would be for other countries)

The other counter is some rapid deployment of troops to hold off any russian troops and make it very deadly for them until leadership decides to retreat.

Ucraine can't do that.


Not legally, only by contract/specification. Funds could get sued for deviating from the index, but funds generally have a decent amount of discretion in my experience in how they handle rebalancing.

The data has been compiled, wouldn’t be that hard: https://www.hra-iran.org/wp-content/uploads/2026/02/The-Crim...

I’m betting the age and gender breakdown of deaths will be a lot different, as most Palestinians were killed in their homes with their entire families whereas most Iranians were killed in the streets.

Iran government claims ~3000 deaths, this report attributes ~7000 deaths to government response. The numbers thrown around on twitter seem to grow higher as this war drags on though.


The next step could be to attempt to link as many of these as possible to a news article describing the Israeli actions that led to their death, and/or stories about their lives. Obviously it will be hard to attribute most of them, but I think even hundreds of accounts would be powerful.

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