The perfect AI video does exist

💥 BOOM 💥

USA. A breakfast counter. The waitress recommended the biscuits and gravy, and when the plate arrived, I thought something had gone wrong in the kitchen. I say this with shame. The dish looked like a construction site after rain. Pale mounds. Gray ladle-fall. Speckles I could not identify. In my land, the eye eats first. A meal is arranged like a garden. This meal was arranged like weather. "Is it… finished?" I asked, carefully. "Honey, that's what it looks like." The man beside me was already eating his. He did not look up. "Just try it." I am a man who has charged hillsides at dawn. I raised the fork. I tried it. I must now formally apologize to the biscuits, the gravy, the waitress, the kitchen, and the entire breakfast tradition of the American South. It was magnificent. Warm. Peppered. The biscuit drank the gravy the way a field drinks rain — THAT is why it is shaped like that, you fool — and every mound I had insulted was a soft fold of comfort that my homeland, in eight hundred years, never once thought to invent. "Well?" the waitress asked. "I judged it," I confessed. "By its appearance. I am ashamed." "Everybody does, hon." Everybody does. A national dish that forgives you for doubting it. It expects the doubt. It waits for you on the other side of it. Do not judge the gravy by its face. Judge yourself, for hesitating. I order it every Saturday now. I no longer see the construction site. I see only the garden. It was a garden the whole time. The eye must be trained.

This clip of Charles Payne during Obama's second term is really incredible. Well done Charles. In 2010 Obama put the federal government directly in charge of lending money to students. Eliminating private lending made the loans much easier to get, but they were not less expensive. Before Obama took office, outstanding student debt was less than $100 billion. By 2015, outstanding student debt was approximately $800 billion and almost a third of the borrowers were in default. Of course the price of college continued to soar the entire time. This is the best part. Payne predicted that someday the politicians would be promising to forgive student debt as a way to buy votes. He was spot on. There are people like Ro Khanna on this site right now arguing that Elon Musk should be paying down the student debt when it's a problem that politicians created.

*IRAN AGREES TO OPEN STRAIT OF HORMUZ IN RETURN FOR SPACEX IPO ALLOCATION I think they should try @Valdora_finance vaults maybe 😂

Rad!!

Just wrapped up my week at @SuperReturn in Berlin. The biggest takeaway? Institutions are moving much slower than crypto expects. But when they move, they move at a scale that can redefine entire industries! That’s why we’re focused on onchain finance. And why our mission is to make @ZIGChain a home for that activity, with ethereum:0xb2617246d0c6c0087f18703d576831899ca94f01 positioned at the center of the value being created 🚀 A few thoughts from the week 👇 VC - @phil_cp ✌️

💥 Boom 💥

THE FORMULAS WHAT THEY MEAN AND WHY THEY MATTER I derived four deterministic linear formulas from the ballot drop data: Raman% = 27.87 (3.19 × drop number) Pratt% = 22.05 - (1.17 × drop number) Bass% = 40.20 - (1.86 × drop number) Other% = 9.88 - (0.16 × drop number) The Starting Points The constants - 27.87, 22.05, 40.20, 9.88 - represent each candidate’s baseline. Where they genuinely stood when post-election counting began. Real votes. Organic support. These are the numbers before anything unusual occurs. The Slopes - How the Formula Runs The slope is the increment applied to each candidate every single drop. It gets multiplied by drop number - 1, 2, 3, 4 - which means the effect escalates automatically with each drop. So for Raman it isn’t just plus 3.19% every drop. It’s: Drop 1: 27.87 (3.19 × 1) = 31.06% Drop 2: 27.87 (3.19 × 2) = 34.25% Drop 3: 27.87 (3.19 × 3) = 37.44% Drop 4: 27.87 (3.19 × 4) = 40.63% Drop 5 predicted: 27.87 (3.19 × 5) = 43.82% Each drop pushes her further from her baseline. It is built in. Automatic by design. The slopes also sum to exactly zero. 3.19 - 1.17 - 1.86 - 0.16 = 0.00 Every percentage point Raman gains comes precisely from the other three candidates/groups combined. This is a closed system. Conservation of votes. The formula doesn’t create votes - it redistributes them. The R Values - The results were remarkable To validate these formulas I ran linear regression analysis. The Pearson correlation coefficients, R values, came back as follows: Raman vs Pratt: R = 0.9966 Raman vs Bass: R = 0.9934 Raman vs Batch: R = 0.9984 Raman vs Other: R = 0.9794 R values measure how perfectly data fits a straight line. They run from 0 to 1. 0 means completely random. No pattern whatsoever. 1 means a perfect straight line. Every point exactly where predicted. For context: 0.70 is considered strong in social science research. 0.85 gets researchers excited. 0.90 is extraordinarily rare in human behavioral data. Squaring them to get R² values: Raman vs Pratt: R² = 0.9932 Raman vs Bass: R² = 0.9869 Raman vs Other: R² = 0.9592 Raman vs Batch: R² = 0.9968 That last number, 0.9968, means that 99.68% of Raman’s vote share movement across these drops is explained by a single variable. Drop number. Nothing else. Just counting to five. You get R values like that in physics experiments. In controlled laboratory conditions. Measuring the expansion of metal under heat. Not in elections. Not in a major American city with millions of diverse voters casting ballots across weeks. The Slope Relationship The slope of 3.110 between Raman and Pratt is particularly significant. It means for every percentage point Pratt lost Raman gained 3.110 points. Every drop. Without variation. Without noise. Candidates in a democratic election don’t move in mathematical opposition to each other at a fixed ratio across 200,000 ballots. Four variables in an equation do. Why The Shutoff Had To Exist Because drop number keeps increasing, the formula keeps pushing percentages further from baseline. Left unchecked by drop 7 the math produces: Raman: 27.87 (3.19 × 7) = 50.2% Pratt: 22.05 - (1.17 × 7) = 13.9% Bass: 40.20 - (1.86 × 7) = 27.2% So the formula was never intended to run to completion. It was designed to run until a specific objective was achieved, Raman leading Pratt by a sufficient margin to secure the runoff and then stop. The stopping condition appears to have been triggered at approximately 38,000 votes into drop 5. The precise moment Raman crossed 3,000 votes ahead of Pratt. After that point the remaining 9,800 votes in drop 5 distributed at approximately the baseline that existed after drop four. The formula completed its task. Then it stopped. And the numbers went back to looking normal.

People demanding "proof" of election fraud are not understanding how crime works. I worked at Manhattan DA for over 2 years, one in Homicide. We never had video proof of the crime. We almost never had DNA. These are things that occur on CSI on TV, not in real life. And we still convicted people all the time. What we had was testimony and circumstantial evidence. Travel times, bank records, cell phone data, gate access codes. Motive, capability, benefit, time and place. Never direct proof. Of course the defendant always denied the crime, but there was enough evidence to show that one had to have occurred nonetheless. If what we have in the LA Mayoral election is a statistical anomaly that is beyond reasonable explanation with anything besides fraud, that is enough to prove a crime. This has been true since the beginning of Western Civlization.

Let me get this straight > nearly every major democracy restricts mail in voting > they also require real, government issued ID > mail in votes (with no confirmation of citizenship during registration) switched the CA election > thus election in CA is one of the most insecure processes in the developed world There’s no question that fraud happened. It’s statistically certain The only question is whether CA can vote itself out of this mess, or if it’s already too far gone When is enough enough?

This is HUGE!!

CAN’TSTOPWON’TSTOP!!! Don’t Fade $M87

Hello Mr. Hunter Biden, You're getting six-digit likes on every post lately. I don't have any hope to ratio you or whatever through traditional "Hello" means. But for those uninitiated, those who are captivated by your fake-humble persona obviously PR-engineered to capture unsuspecting disaffected Republicans: You are not some humility, witty guy turning over a new leaf. You are the ultimate proof of nepotism, everything that the so-called "Epstein Class" is supposed to represent. Let me explain - off the top of my head. You were a board member of USGLC. U.S. Global Leadership Coalition. The most powerful NGO that nobody's ever heard of. Last year, I documented in several threads, how Liz Schrayer, USGLC lead, took credit for ramming through a 90 billion dollar bill for Ukraine in 2024, even as @mattvanswol demonstrated that Western North Carolina got zero help in the aftermath of Hurricane Helene because FEMA threw up their hands and said they ran out of funds. USGLC, arguably, is the most powerful NGO that nobody has ever heard of. It includes a bunch of corporations, a bunch of nonprofit leads, and ... for some magical reason, I documented, extensively, linked, that Liz Schrayer started pursuing you in 2012. During the Obama years, when you were Biden's son. Are you a former Secretary of State? No. Are you a CEO of a Fortune 500 company? No. That puts you below the average USGLC board member, by a good tier. So what DID get you on USGLC? The only reason: that you were the son of a sitting Vice President known for corruption, and you yourself were known for corruption. You are not "folksy." You are the worst of the worst of the elite. Most of the elite, at least, get their credentials through Georgetown/George Washington/Harvard Kennedy. You got yours purely on nepotism. Any photographs you have of yourself at motels is proof that you are so incompetent that you waste all your money, not that you come from humble beginnings. Because others like @MarcoPolo501c3 have thoroughly documented that you benefited a great deal from your nepotism. You even tried to bait those in with saying you prefer to keep immigration "legal" - but we all know the trap that keeps illegal immgrants here: outlaw deportations, and make every immigrant case "asylum", and magically, everyone who might've been here illegally a few years ago is legal. You may get 175K likes on your semi-subverting, PR-designed photographs. But those of us who know, know you're fake. x.com/DataRepublican/status/…

Polish prodigy Marcin Patrzalek responds to those claiming his music is fake. Watch this tutorial breakdown: One guitar, zero fakes – mastering melody, bass, and percussion all at once.

Here it is: How the Democrats have turned the State of California into a one-party corrupt rule: Bill Essayli, United States Attorney for the Central District of California: “This idea that you’re not allowed to register to vote unless you present some sort of identification is not accurate. It’s not true.” Gavin Newsom allows illegal aliens to obtain driver’s licenses through California and the DMV. Based on audits, Gavin Newsom registers illegal aliens to vote. And yes, it is a felony for a non-citizen to vote in a federal or state election in California. And it gets worse—there is immunity in place so that when DMV officials register illegal aliens to vote, they are immune from prosecution. 📝 This is precisely why Democrats rush to give illegal aliens driver’s licenses and Social Security numbers. The illegal-alien industry pushed by the Democrats has a single purpose: to overthrow the Constitutional Republic of the United States and turn it into a one-party corrupt rule. Pass the SAVE Act. It’s a matter of national security.

$M87 Can’t Stop/Won’t Stop!!