Simply, if you ask an LLM, you're asking always to the same mind, and always for the first time.

SOTA can code but can also prove theorems and teach you about music theory or ancient Greece's substrate language or botany. Speaking in tens of different languages. I wonder how many hundreds of billions of parameters can be saved just by removing much of the general knowledge parts while keeping logical and programming abilities the exact same.

As for accessing pii, I imagine the value here is in the fact they're local, which has nothing to do with the "sovereignty" of these models. If anything, a model is more likely to be tricked by a malicious prompt the farther it is from the sota.

How the hell did they spend 5.7 billion in "sales and marketing"?

Ok. So what prevents a company from offering a Claude Code/ Cursor equivalent, with 100% subsidised Claude (= 100% free), capturing the exact same data that Cursor does? If the data is worth in the tens of billions, the cost of subsidising the usage is negligible.

The point being: BTC is a an abstract good, of no practical use except that of being transacted. Has whatever value the people are willing to pay for it, and has had a value in the tens of thousands for long enough that buying one with the intent of keeping it for a while is not such a stupid idea. I don't currently own any but there is a price at which I would buy one, and that price is many thousands of dollars... For an alphanumeric code in a distributed ledger.

On the other hand, the fact that BTC has absolutely no intrinsic value can be an advantage over a real company, as it makes it more insulated from reality. Supply chain shock? No problem. Competition? Same. New technologies, political change? Neither.

In any case, the following report clarifies:

"To our surprise we find that the station is far larger than we guessed. [...] This fine vapour obscured the substantial bulk of the station and led us to assume that it was no more than a few hundred metres in diameter."

So the reporter refers to his previous estimate as a guess, not a measurement, and specifies that the assumption was based on what they could see. The following estimates are similarly guesses based on their current understanding and explorations, not the output of some specific instrument.

All the rest, about Israel existence today, is irrelevant. We can recognize the mistakes of the past to at least understand how we got to this point and what's the best and correct way forward. It's not about reverting history but at least knowing it.

Actually it goes way further. It seems that a large part of Jewish religion and culture is centered on the idea of being persecuted. A quick list goes from the Egyptian slavery, to the attack by the Amalekites, to the Babylonian destruction of the First Temple, to Haman's plot to exterminate Jews in Persia... and we're still at the book of Esther, 5th century BCE. The list goes on and on. Each of these is commemorated in a religious or civil ceremony: Passover, Purim, Hanukkah, etc.

This is to say, Judaism is built around grievance. And grievance in turn, if kept unchecked, is dangerous because it can justify unethical behaviours that are seen as reparatory.

When in 1948 the UN formulated its partition plan (i.e. the proposal to expropriate the Palestinians of half of their land to give it to the Jewish immigrants), the land that the proposal assigned to the Jewish state had a 45% Palestinian population, which the newborn state immediately proceeded to ethnically cleanse. Besides, Israel never formally accepted the borders of the partition plan and immediately set to conquer new territory (plan Dalet).