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It is interesting to think how AI will potentially change the dynamics back to this from general purpose software.

In a world where implementation is free, will we see a return to built for purpose systems like this where we define the inputs and outputs desired and AI builds it from the ground up, completely for purpose?


There was a rumor going around Silicon Valley that if ICE came to San Francisco in force that Mark Zuckerberg's house was going to go up in flames in retaliation. You will be surprised to learn that the oligarchs talked to Trump and they did not come.

I don't condone it, but I understand the anger.

The billionaire class has enabled armed masked police in our streets, endless layoffs, basically don't pay taxes at any reasonable percentage, and basically have rigged politics with Citizens United.

Given that, I can see how people are resorting to 18th century French tactics.


The top 1% of income earners pay 40% of all the federal taxes collected. The top 25% pay 89% of taxes.

Net of transfers, 60% of households receive more from government transfers than they pay in taxes.

The idea that rich people don't pay taxes is just not correct. The entire system is basically rich people subsidizing everybody else through byzantine distributional systems.


The top 1% also owns something like 70% of all the wealth, IIRC. The should be paying MORE than 40% of all the taxes.

GINI is still going up. That means we are getting less equal over time. The entire system is subsidized by the rich because nobody else has any money! By definition rich people have to pay.

If we have a pool of $100 and I take $99 and you get $1, and then I get taxed $5 and you get taxed $0, I still have almost everything. Is this.. unfair to me?

It's in fact the opposite of what you said: everyone else is subsidizing the rich, who have gamed the system to live extravagant lifestyles. Eventually this will lead to a revolution and all us rich people will be beheaded. It's the normal outcome of this sort of thing.


There is no ability to accumulate and hold wealth without a stable society. That means broad rights, democracy and limits to inequality.

Stop acting as if taxation if theft, it’s the fee that allows everything else to function.


I didn't say any of that. Taxes are fine.

And also, the idea that highly progressive taxes (enough to limit inequality) is somehow unfair.

The primary role of the state is to protect private property, why not charge by value?


Also didn't say that. You're arguing phantom arguments I very clearly didn't make.

What is happening is that they are becomming richer and lower ranks are becomming poorer. Simply, they are so much richer that the little fraction they pay on taxes looks big.

This perception that "lower ranks" are becoming poorer is just empirically not true.

On every metric, people in all income brackets are earning more on both a gross and COL-adjusted basis. It is the case that top quintile income has increased more than bottom quintile income, but a faster relative increase does not mean the other group is getting poorer.

The other very interesting thing is that there is statistically not really a "upper ranks" and "lower ranks". The majority of people in the 1% each year are there for the first (and often only) time. And a very, very small percentage of people in the bottom percentiles remain there for their whole life.

Some interesting research:

* 12% of the population will find themselves in the top 1% for at least one year

* Nearly 70% will spend at least one year in the top 20%

* More than half will have at least one year in the top 10%

* While 12% may reach the top 1% at some point, a mere 0.6% stay there for 10 consecutive years

All of that is to say, the idea that there are is some entrenched upper class waging war against some entrenched lower class is just empirically not true. If you dig through the data what you'll find is:

1. People who are just entering the workforce don't make a lot of money

2. As people spend time in the workforce, they make increasingly more money

3. When they retired, they start making less money but tend to have assets to live on

It's far more dynamic than most people's intuition leads them to believe.


Billionaires aren’t becoming billionaires from income. It’s increased stock valuations that create that level of wealth.

I constantly see posts focused on high earners already paying tons of tax. They do, but this should reinforce the point that the ultra wealthy should be paying more tax. People aren’t saying the guy on £500k should pay more, they’re saying the guy with £100m in assets should be.


IRS files have entered the chat: https://projects.propublica.org/americas-highest-incomes-and...

Eta: these data are from 2018 before the BBB


I'm not talking about the top 1%. I'm talking about the top 0.01%.

The top 0.01% still pay enormous taxes. Elon one year personally paid $11B in taxes.

I get that a lot of people think people's unrealized capital gains should be taxed, so maybe the argument you're making is something like:

"People with very large paper-gains based on appreciation of the market-value of the assets they own pay 0% taxes on those unrealized gains"

In which case, yeah, that's definitely true. But if they sell those assets, they pay taxes. Some of the taxes from those sales can be offset by doing things like donating enormous sums of money to charity. And sometimes people take loans against their equity, which is not a taxable event. Though, in order to pay those loans back, they have to sell something (taxable) or earn money elsewhere (also taxable). So loans are tax deferral...

But eventually the tax man comes for everybody.


Buy assets (stocks, real estate, etc.) Hold them as they appreciate (no tax on unrealized gains) Borrow against them (loans are not taxable income) Die without ever selling

(you are wrong)


A research step (gather insights from across the codebase and internet for how to accomplish the next step), planning step (how should I sequence implementation given that research), an implementation step, and a verification step (code review of the implementation) is super effective workflow for me.

yup, as the blog says

> The full setup works with any project that has a benchmark and test suite.

so having a clear and measurable verification step is key. Meaning you can't simply give an AI agent a vague goal e.g. "improve the quality of the codebase" because it's too general.


Seems clear to me that OpenAI at this point is a Ponzi scheme waiting to collapse. This is why they are trying to IPO and dump their shares on the public market before they go bankrupt.

Suppose they do somehow collapse. How does that cause wider problems? Their competitors will pick up customers.

If they collapse, then because their value proposition doesn’t add up. It’s unclear why that should be different with their competitors then.

It looks like nobody is collapsing, but OpenAI might be behind Anthropic now:

https://www.axios.com/2026/03/18/ai-enterprise-revenue-anthr...

https://x.com/albrgr/status/2041288324464451617


Dude, they still have a huge drone force, or otherwise there would be tankers sailing

Even that is wildly worse than when we started the war. This is a unmitigated loss.

Territorial expansion was probably always Israel's goal of this, with a bonus of weakening a regional rival.

In the 75 years of their existence it seems like they suck at expansion.

They should take a page from Indonesia’s book for example. Or turkey.


Indonesia?

Takeover of half of Papua New Guinea, now called irian Jaya. Transmigration, that is, moving Java people there and to Borneo (Kalimantan)in order to flood local populations with Malays.

But this did not make the news that much. Not that interesting I guess…


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No…attacks do not follow as a consequence from the action of giving land back. The conclusion from this reasoning would be to forever expand your borders. If it cannot be that the positive action of giving land causes an attack, think about what the real cause may be.

They have given back territory they don’t care about (Sinai), or “given back” territory but kept it under a permanent near-total blockade and military control (Gaza), but never given back territory they do care about and which is the main sticking point of the conflict (East Jerusalem and the West Bank). And they never will unless someone forces them to, which is unlikely.

[flagged]


> 1. Assure there will not be forces

It's not israel's place as the aggressor to "assure" anything. Lebanon (and Palestine) have *at least* as much right to be safe from israel as israel has to be safe from them.

"Assuring" as used by you here should be taken in the same context as a controlling abuser "assuring" their spouse never disobeys them, or afrikaaners "assuring" that South Africans of other races have no power.

> 2. Acquire a bargaining chip ahead of a future peace agreement with Lebanon

Yes, this is territorial expansion as mentioned above.

> 3. Signal to the Iranian axis and the rest of the Middle East that it has won this war

Why would israel signal that Iran has won this war? Seems like they'd want to avoid attention on that.


[flagged]


Do you not read the news? Israel was bombing Lebanon DAILY and occupying parts of southern Lebanon throughout the so called ceasefire. All without Hezbollah firing a single shot in retalliation until Israel and the US attacked Iran DURING NEGOTIATIONS!

If it wasn't for Israel's dogged expansionism, Hezballah would never have been created, Hamas would never have been created and Palestine would still be a liberal democracy.

Hamas was created with Israel support.

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

"...In an interview with Israeli journalist, Dan Margalit in December 2012, Netanyahu told Margalit that it was important to keep Hamas strong, as a counterweight to the Palestinian Authority in the West Bank. Netanyahu also added that having two strong rivals, this would lessen pressure on him to negotiate towards a Palestinian state..."


>Palestine would still be a liberal democracy

When was Palestine a liberal democracy?


PA

Their brief democratic period was inconvenient to Israel, which is why when Netanyahu decided to fund Hamas, he first said that Hamas is important to keep Palestine divided.


Man, Hezbollah was, literally, created as an answer to Israel attacks.

> Without attacks from Hezballah and other Iranian backed groups Isreal would not have attacked targets in Lebanon

Israel also bombed southern Syria, to "protect the druze community". Syria has not attacked Israel, there are some random terrorist groups who did, but they attacked Israels' occupying forces in Syria.


Syria tried to genocide the druze. Out in public - and the international community just didn't give a damn. Israel was the only faction to defend minorities against the facist, islamo-supremacist hordes of the current syrian government.

israel is actually genociding Palestinians, so this excuse is pretty laughable. Especially since israel is claiming control over the land, just like they invade Lebanon "for defense", just like they invade Gaza "for defense", and now they attack Iran "for defense".

Wake up: pretty much nobody believes the fascist, judeo-supremacist hordes of the current israeli government.


nobody in your echo chamber you mean?

Of course not, why would I mean that?

Are you sure you aren't in one of your own? Look to UNGA resolutions to see what it looks like outside the chamber.


Forward-defending by making a million people homeless and taking 13% of the country.

I think that expelling all shia muslims from the recently conquered territory is a bit more than defending oneself.

It is. Actions go beyond what is minimally necessary to ensure security but without attacks from Hezbollah there would be no military actions in Lebanon. Israel doesn't attack Jordan or Egypt because they don't host Iranian backed militants who do attack. Lebanon will be in the same position if Hezbollah will be gone (which is not given).

> without attacks from Hezbollah there would be no military actions in Lebanon.

Without attacks from israel, there would be no response from Lebanon, Palestine, Iran, etc.


It's clear that israel is an attacker here, and Iran, Palestine, and Lebanon are defending. Without attacks from israel and other israel backed groups, iran would not have attacked targets in israel. Even the most recent escalation started with israel (and the USA) attacking Iran a few weeks ago, not the other way around.

Your take seems to hinge on holding an unfounded bayesian prior that israel is "the good guy" and therefore everything they do must be "defending". The world does not share this unfounded bayesian prior of yours, and thus remains unconvinced of the resulting conclusions drawn by israel and yourself. You will have to do a better job of convincing others, rather than simply asserting your opinions at them.


I think you are a bit confused as to what the role of a state should be. A state is not set up to appease international bodies, or to be a convenient neighbor or to be likable by throwaway accounts on HN. Its first and only duty is towards its citizens. The same people who pay taxes, vote and serve in the armed forces. And if an Iranian militia sets up post two miles away from your towns, digs cross border attack tunnels to prepare for a raid and shoots missiles and drones at you, you better believe that country is going to respond in force.

Israel had previously turned a blind eye to that after the large big confrontation in 2006, but since October 7th - and conveniently, Hezbollah unilaterally joining the attack on Israel a day later - a switch was flipped and Israel went all out, as was its duty.


If Israel is interested in protecting its citizenry, it should probably stop letting them occupy the territory of its neighbors, or rape prisoners.

Sometimes preventing blowback is the best strategy.


It's easy to read your statement as having been said of Ukraine by Putin. And just as oblivious to why your neighbor isn't your friend, and is setting up defenses, and is fighting back against your attacks and frequent territorial incursions.

Both russia and israel feel they should be able to unilaterally control their neighbors, and both have an equal non-right to do so. Both claim neighboring country land should be theirs, and both use military force and genocide to make that happen. Both even believe it is their religious birthright to do so.

israel and russia: two self-righteous peas in a pod.


Under Obama's plan they agreed to reduce its Uranium 97% and keep it well under weapons grade and got $2B for the assets that were seized after the revolution.

Here they stand to make $100B a year on tolling the gulf and get to keep their weapons grade Uranium that they stockpiled after Trump pulled us out of that agreement.

Just so much winning


He said we would be tired of winning

Are you talking about the Epstein files that he is in?

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