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A human working virtual has a lot less interfaces than a non-virtually working human - will that matter if the interfaces are limited for the AGI?


What type of company structure was that?


gmbh or UG, takes about that time to set up, you can start billing before, but still... this is a lot of time of manual paperwork.


But you could choose other forms, no?


The US is providing security guarantees to Qatar? When did the Senate vote on those?


> The US is providing security guarantees to Qatar? When did the Senate vote on those?

Treaties aren't the only mechanism of security guarantees.

https://www.whitehouse.gov/presidential-actions/2025/09/assu...


Note the word "assuring" not "guaranteeing" (or "this assurance" in Sec 2 d).


Those are literally synonyms.


They are not in this context. They have pretty specific meanings.


They have a large military base there and provide arms and training. They do the same for the rest of the Gulf countries except Iran.


Not the same as a security guarantee.


The US is the security guarantor of the worlds shipping lanes. This is a corner stone of US led globalism. Read any geopolitical comentator or book and it will be there.


How does that relate to a security guarantee for Qatar?


Last I checked, Qatar was kicking out US personnel from Al Udeid because of Trump's threats to use it as a forward base against Iran.


Qatar is obviously not happy from Israeli strikes on their territory.


Debris creating debris creating debris ... ?


Yes, I’ve seen this!

It was a small, triangular ship that blasted big asteroids, which in turn spun off and collided with other asteroids…


Only if they want to kill 99% of all sattelites since this is a game that can be played together.


Could be interesting to see performance distribution for random strategies on that stock universe as a comparison. The reverse could also be interesting: how do the models perform on data that is random?


Is everything really just computation? Gravity is (or can be) the result of a Turing machine churning away somewhere?



There is a lot of learning involved in getting to be able run experiments in some areas.

What they also don't have is agency to just decide to quit, for example.


Why stop differentiating between humans and machines?


What is your definition of "benefit"? Assuming a buyback increases share prices, why would shareholders in general be indifferent?


Because if I don't intend to sell right now, and the company is otherwise a healthy, going concern that can pay sustainable dividends, the actual share price is irrelevant to me. If anything, given my belief in the company, a lower share price is better. I can buy more shares!


But you now own a larger percentage of the company because you own the same number of a smaller total number of shares outstanding, so you benefit whether you are a seller or a holder. If you intend to buy more it is neutral because the price per share goes up, but each share represents proportionally more.


If you ever want to sell, getting in the limit nothing for the shares might matter, no? There are other things: for example, share based M&A or compensation or other investors with different preferences - no relevance or interaction?


> If you ever want to sell

I already said that buybacks benefit sellers.

> share based M&A or compensation

All fair points. Share-based M&A can be good for investors. But if the stock price is going up because the company spent money on buybacks, then the company could also just pay cash for M&A and skip the buybacks.

Higher compensation is good for employees who get paid stock and for upper management, who are nearly always paid largely in stock. There's an argument that's good for shareholders because of better retention. But if that were the case, why not just pay employees more cash?


Are there many investors that are never sellers (that is different from selling soon-ish)?

Paying cash could be quite different than paying in shares for M&A.

If owning/using shares makes no difference to cash (whether to employees or in M&A situations), why not do buybacks then if there is no difference between cash and shares anyway?


Having been in the "don't intend to sell right now" situation for decades, the actual share price movements were always very relevant to me.

I'm confident I share that psychology with almost everyone.


Stop looking.

Well, "don't sell" is the wrong strategy anyway. Trade it in for an index fund.


Can I do that without paying tax on my gains?


If you do it right when your RSUs vest you don't have gains.

Or if you're a multimillionaire: https://www.bloomberg.com/news/features/2025-07-21/how-rich-...


Not always/limited in some areas (astrophysics come to mind where we, e.g., cannot (yet) create a star under controlled conditions). Testing hypotheses or predictions vs observations is also a valid method.


Science is not about where you test hypotheses, but how. Astrophysics builds falsifiable models and checks them against reality like spectra, gravitational waves, etc... When predictions fail, theories change.

If these were economists, they would check if their equations match the economic universe they live in. :-) Instead, they conclude the agents just “did not behave rationally enough”.


That's just not true. The models have real predictive power, they just have limitations. Behavioral economics, which tackles this frontier is still a growing field. Thaler, Kahneman, and Taversky won the prize in 2017 for building the bridge between economic theory and individual decision-making.

At the risk of being inflammatory-- These arguments are the equivalent of saying that Newton didn't really do physics because his models of mechanics break down at high enough speeds and small enough scales.


Not about controlled conditions then necessarily.

Not really my experience with economics - a lot of awareness of reality vs model (regardless of how "beautiful" they are).


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