Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber) header
Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber) profile picture

But nothing worth having comes without some kind of fight. Got to kick at the darkness 'til it bleeds daylight. xxxx Deus vult!

Vulcan, Alberta
Joined January 2012
Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)Photo by Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ (@DataGrabber)
Two Huangs really don't make it right! Can we go one day without hearing about Jensen Huang's sexual activities?
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
If Zelensky Is So Corrupt, Why Can’t Anyone Buy Him? πŸ‡ΊπŸ‡¦ I just realized something almost hilarious if it wasn’t very obvious and also real about the whole anti-Zelensky narrative. For years we have been told that Zelensky is corrupt, illegitimate, a puppet, a billionaire thief, some CIA creation, whatever version happens to be useful that day. And yet somehow Putin, Trump, oligarchs, billionaires and the entire anti-Ukraine political machine still cannot control him. Think about that contradiction. Zelensky was elected in 2019 with about 73% of the runoff vote. Ukraine has not held another presidential election because elections are suspended under martial law during Russia’s invasion, something Zelensky has said could change if conditions allow a safe and legal vote. Meanwhile Trump, Elon and others are now openly calling for Ukraine to replace him after Zelensky refused demands to stop attacking Russian energy infrastructure and bend over to them. And this is where their own propaganda stops making sense. If Zelensky were really as spectacularly corrupt as they claim, why wouldn’t somebody have bought him years ago? Putin has all the money. Russian oligarchs have money. Western billionaires have money. Elon has more money than all of them. Trump has political power. There are people with enormous financial and geopolitical interests who would benefit from a Ukrainian president willing to make the right deal for them. If Zelensky were really nothing but a corrupt opportunist, the easiest path imaginable would have been to take the money, make peace with Putin on Putin’s terms, protect himself, become insanely wealthy, powerful and live comfortably ruling the Ukraine and the area as a probably richest dictator on earth. Instead, Russia invaded, Zelensky stayed, Ukraine kept fighting, and years later these people are still trying to pressure him, discredit him, replace him and convince everyone that he is somehow the problem. Trump and Elon has now publicly called for Ukraine to get a new president after Zelensky resisted pressure over Ukrainian strikes on Russian refineries. Their relationship has deteriorated sharply precisely because Zelensky has continued pursuing policies Washington told him to stop. So maybe the reason so many powerful men seem absolutely fucking obsessed with Zelensky is much simpler than all the conspiracy theories. Maybe they hate him because they cannot break him. Maybe they hate him because they cannot buy him. Maybe they are simply jealous of him and his amazing courage and integrity.? And maybe nothing drives men obsessed with power more insane than another man they cannot control.
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Someone make a solana:AxctaLp54N156rBfmMWLCxxu77rEWizGNQmeX6LLpump coin and pair it with Oil
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Enjoying this life-changing and inspiring book by one of the crypto OG’s @IvanOnTech. Two concurrent paths to freedom seen in this pic. One is corporeal, the other spiritual. Both help guide the way!
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
Trump: β€œPutin is wanting to make a deal, and if Zelenskyy is wanting to make a deal, that’d be very nice. The hold-up is two people that hate each other.” Yes, they both want a deal, but not the same kind: Putin demands Ukraine’s total surrender, while Zelensky seeks a lasting, just peace backed by strong security guarantees to protect our independence. The claim that they simply β€œhate each other” is a manipulative narrative that intentionally blurs the difference between aggressor and victim. We might hate Russia because they are actively killing us right now. Meanwhile, Russians, and Putin in particular, hate Ukrainians simply for existing, and hate us strongly enough to invade and kill us.
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
Yesterday, President Trump said that the US will ask Europe to repay the money the US spent on Ukraine. My thoughts on that: First and foremost, the people of Ukraine are deeply grateful to the United States for all the assistance provided! Indeed, Ukraine has received real and massive military assistance from the United States - $67.8 billion in committed defense articles and services: over 10,000 Javelin systems, over 3,000 Stingers, dozens of HIMARS, Patriot, and NASAMS systems, Abrams tanks, Bradley and Stryker fighting vehicles, howitzers, and millions of artillery shells. Part of the U.S. assistance was provided as non-repayable grants. Aid to Ukraine also included U.S. defense spending and orders placed with American industry. The cost of aid to Ukraine and the economic and security benefits for the U.S. existed simultaneously. First, the U.S. did not transfer $195 billion to Ukraine. This figure represents the total budgetary framework of the U.S. response to the war, which includes not only weapons and financial aid to Ukraine, but also U.S. troops in Europe, the replenishment of U.S. military stockpiles, purchases from its own military-industrial complex, logistics, and agency operations. As of March 31, 2026, out of $195 billion, $177.8 billion had been obligated and $116 billion actually disbursed. Moreover, roughly $4.2 billion within this system already came from allies via the PURL, PURL, rather than from the American taxpayer. Second, nearly $50 billion of this amount was not aid to Ukraine at all - it was U.S. spending on its own troops in Europe. This includes EUCOM, the European Deterrence Initiative, troop deployments, transport, logistics, infrastructure, and sustaining the U.S. military presence. These were real U.S. budget expenditures caused by the war, but Ukraine never received these funds. Presenting them as an American "gift to Ukraine" that Europe must now compensate for is incorrect. Third, nearly $46 billion more was allocated to replenish the U.S.’s own arsenals. The U.S. provided weapons to Ukraine from its own stockpiles, after which the Pentagon received funds to replace them. In effect, Ukraine might have received an older system, while new budget funds went to American manufacturers to produce new weapons for the U.S. As a result, these expenditures simultaneously funded the rearmament of the U.S. military and the operations of American factories. In other words, tens of billions of dollars in military assistance did not go directly to Ukraine - they were converted into defense contracts inside the United States. Through USAI, new systems, ammunition, and military services for Ukraine are funded through manufacturers. Through replenishment, U.S. companies produce replacements for what the Pentagon transferred to Ukraine. The beneficiaries include Lockheed Martin, RTX, General Dynamics, Boeing, BAE Systems, Oshkosh, AM General, AeroVironment, L3Harris, and a large network of suppliers. Fourth, the United States gained just corporate revenue from this spending, but also new production capacity. Funds went toward expanding production of 155mm ammunition, PAC-3 MSE, GMLRS, Javelins, and other systems. The war exposed shortages in the U.S. military-industrial complex while at the same time providing the Pentagon with funding to address them. In other words, part of the assistance to Ukraine became an investment in America’s own defense industrial base. Fifth, direct transfers of money to the Ukrainian government were far smaller than the political claims about "hundreds of billions." The largest block of direct budget support amounted to around $30 billion and was provided mainly through the World Bank for civilian expenditures - salaries for Ukrainian teachers and medical workers, pensions, and social payments. There were also humanitarian, energy, and economic programs. This was real financial assistance to Ukraine. But that is precisely why it should be distinguished from the tens of billions spent by the Pentagon inside the United States. Sixth, the narrative that America was paying instead of Europe does not reflect the scale of European assistance. The EU and its member states estimate their total support for Ukraine and Ukrainians at more than €220 billion. According to U.S. accounting, the United States committed $67.8 billion in military assistance, while total security assistance from allies and partners amounted to around $130 billion. The accounting methodologies differ, so these figures should not be mechanically compared dollar for dollar. But they certainly do not show a situation in which America paid while Europe did not. Seventh, Europe is already financing American weapons for Ukraine. Through PURL, allies transfer funds to the United States for the supply of the American weapons to Ukraine and for the replenishment of American stockpiles. By March 2026, the figure was already approximately $4.2 billion. And in the first half of 2026, European donors purchased at least €3 billion worth of weapons for Ukraine from U.S. defense companies. In other words, part of the current system literally works in the opposite direction: European money β†’ the U.S. military-industrial complex β†’ weapons for Ukraine. Yes, the United States provided aid to Ukraine, but not as some enormous free transfer made in place of Europe. In reality, Ukraine received critically important assistance for which we will remain grateful, Europe spent vast sums of its own money, and a significant share of U.S. spending remained inside the United States itself - in the form of new weapons, replenished stockpiles, a strengthened military presence, and multibillion-dollar contracts for the U.S. military-industrial complex.
πŸ€– Made with AI
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
"People begin defending their mistakesΒ  after reality has already disproved them. A bad decision becomes part ofΒ identity. If you admit it was wrong, you are admitting you were not as strong, smart,Β  loyal, or important as you pretended to be. This is why Russian denial feels so stubborn.Β  It is a social reflex. When a system gives people no safe way to be wrong, theyΒ  learn to make reality wrong instead." Elvira Bary on why Russians lie so much. youtube.com/watch?v=F1hfqot3…
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
This is who Sophie is fighting to protect!
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
I can't stop thinking about this. Today I saw a video of a little boy laughing after slipping on an icy path. He laughed so hard at his own fall. He looked so happy and playful. The woman who posted it wrote: "It was our last calm New Year. This boy is no more, russia killed him. He was just two months short of his 7th birthday." Now I just can't stop thinking about that boy. Why, why is this happening to us? Our russophobia will never be sufficient.
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
πŸ¦”AI companies are bulk-buying rare books, scanning them through high-speed machines that cut the spines off, and shredding the originals. A service called ISBNdb facilitates orders of up to a million books and keeps buyers anonymous. Pre-2022 books are premium because they're free of AI-generated text. A federal judge ruled the practice is fair use because eliminating the original means only one copy exists at a time. Anthropic hired the former head of Google Books partnerships to obtain "all the books in the world." My Take This got to me. A bookseller told 404 Media that rare books with almost no surviving copies are being fed into this pipeline. Books that survived wars, fires, and centuries of handling are being shredded so an AI can learn to write a better marketing email. ISBNdb's website literally says "'AI company destroys two million books' is not a headline that generates sympathy," and they still built an entire business around making it happen quietly. They offer NDAs as a feature. They coach clients to call it "digital preservation." I've covered AI companies scraping the internet, torrenting libraries, and stealing music. This is worse because it's irreversible. You can re-upload a website. You can reprint a bestseller. You can't replace the last three copies of an 18th-century botanical text once someone shreds them for training data. And the judge said it's legal. So it's going to accelerate. "We shred rare books and offer NDAs so nobody finds out" is a legitimate business model in 2026. What a timeline. HedgieπŸ€—
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
Replying to @AntiFeminismAU
At this moment she is a β€œvictim”, tomorrow when she doxxes him on β€œAre We Dating the Same Guy?” she will be both β€œempowered” AND a β€œvictim”.
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
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Andrew D. Grabber (🧐)πŸ¦‰πŸ”πŸ”œπŸ’― |πŸŽƒ retweeted
Replying to @glenn_tunes
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