gh ddr
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Everybody who thinks ai is conscious has to do a mandatory from scratch transformer implementation. There are only floats and multiplications.







President Donald Trump has called for a national Shabbat, urging observance from sundown May 15 to nightfall May 16 for America’s 250th anniversary, marking a historic addition to the national calendar.





Yesterday I wrote that Reza Pahlavi is a U.S. citizen, and published the document, many Iranians were stunned. But this is not a technicality. It cuts straight to the core of his entire political claim. Think about it: the man who presents himself as the leader of an Iranian nationalist movement is a citizen of the very country that, together with Israel, has been bombing Iran. That is not a small contradiction. It is the contradiction. In Maryland, only U.S. citizens can vote. Reza Pahlavi's U.S. citizenship is not a rumor. But after looking further, I realized this is bigger than political hypocrisy. It is a case of two oaths that cannot both be true. The first oath: October 31, 1980, Qubba Palace, Cairo. On his 20th birthday, after the 1979 revolution had driven the Pahlavi family into exile, Reza Pahlavi declared himself "Reza Shah II" and took an oath as king. Under Iran's lion-and-sun flag, he pledged to devote his life to Iran, defend its independence and sovereignty, protect the rights of Iranians, and work for national unity. That oath is the foundation of the royal claim he has repeated for more than four decades. The second oath: years later, on American soil. Under 8 U.S.C. § 1448(b), any naturalization applicant who has held a hereditary title or foreign order of nobility must expressly renounce it under oath, with the renunciation entered into the record. That is not symbolism. It is a legal requirement. And the U.S. naturalization oath says: "I absolutely and entirely renounce and abjure all allegiance and fidelity to any foreign prince, potentate, state, or sovereignty…" It also says the applicant will "support and defend" the U.S. Constitution and laws, "bear true faith and allegiance to the same," and, if required by law, "bear arms on behalf of the United States." Now place the two oaths side by side. In one, he pledges to defend Iran's sovereignty and independence. In the other, he renounces all allegiance to any foreign sovereignty, which for the United States includes Iran, and pledges allegiance to America. These two oaths collide head-on. You cannot claim to be the guardian of Iranian sovereignty while having sworn, in legal language, to renounce allegiance to it. So one of the two oaths was false. There is no third option. If the 1980 royal oath was sincere, then the U.S. citizenship oath was not. If the U.S. oath was sincere, then the royal oath was already dead. If the royal oath was true, then he lied to become an American citizen. If the American oath was true, then the "rightful heir to the Peacock Throne" has already renounced the very claim he keeps selling to Iranians. Either way, the myth collapses. Now his official condolences for the three American soldiers killed at the start of the 2026 U.S.-Israeli war on Iran make perfect sense. That was not a diplomatic gesture. It was the second oath speaking. While Iran was being bombed, while hundreds of Iranian civilians were being killed in the first days of the war, including schoolchildren in Minab, the man who claims to lead an Iranian nationalist movement publicly mourned soldiers of the attacking power and thanked them for their service. That is not patriotism. That is not nationalism. That is allegiance. Royal traditions understand this very well. A claimant to a throne does not owe sovereign allegiance to a foreign power. Dual loyalty may be tolerable for private citizens. It is fatal for someone claiming national leadership. So the question is simple: Which Reza Pahlavi is real? The man who swore to defend Iran's sovereignty? Or the man who swore true faith and allegiance to the United States? A nation that has paid such a brutal price for independence should not be asked to hand its future to a man whose own signatures sit under two incompatible oaths. One of them was a lie. Iranians deserve to know which one. x.com/i/status/20514…









Demis Hassabis says our brains are likely to be approximate Turing machines. AlphaFold showed why that matters: protein folding looked like a quantum problem, but a classical neural network could model it well enough to solve it. The world may be quantum, but understanding it may only need the right approximation.















