Ed Haberek | Reinvaging

Godfather of AI: "If you sleep well tonight, you may not have understood this lecture." This 47-minute lecture is the best thing I saw about AI in the last few months. It will definitely help you understand how it actually works and where it's going. Geoffrey Hinton built the neural networks behind every AI alive, then quit Google to warn the world about it. The part nobody wanted to hear: > AI is already developing abilities its creators didn't intend > in most cognitive tasks it's already ahead of us > the question is no longer if it surpasses us but when > the only decision left is which side of that line you're on Right now the average person opens Claude, types something, gets an answer, closes the tab. They think they're using AI. they're using maybe 10% of it. I went through his entire lecture, built a practical system from what he was describing. 18 steps to actually use Claude the right way, with copy-paste prompts that work today. Full guide in the post below.

President Trump is reportedly planning a massive handout to two Brazilian billionaires at the expense of American ranchers. Meet the Batista brothers. They own JBS, the largest meatpacking company in the world. Their rise was fueled by rampant corruption, bribery, and fraud. And they directly brokered Trump’s new plan to lower tariffs on imported beef in a vain attempt to lower the cost of beef. Make no mistake: This plan would not actually lower prices for consumers. It would drive even more American ranchers out of the market, directly reward the Batista brothers’ criminal enterprise, and further consolidate the beef industry. JBS has already paid “hundreds of millions of dollars in fines for price gouging consumers at the grocery store.” Trump has now reportedly delayed the plan, which is a sign the pressure is working. But this fight is far from over. Hear Farm Action President Angela Huffman break down the endless scandals that define JBS: “JBS bribed more than 1,800 Brazilian politicians to secure the money they needed to begin buying up meat packing competitors in the US.” “Then, they bribed meat inspectors to allow them to sell and export rotten and tainted meat around the world.” “They’ve been caught tampering with scales to cheat America’s farmers and ranchers out of the real value of their cattle.” “They’ve racked up hundreds of violations for workplace safety, employment discrimination, unfair wages, and environmental abuses.” “No one would want to work with a company like JBS.” “But because they’re so dominant, there are parts of the country where farmers have no choice but to sell their livestock to them.” @AngelaSHuffman

Let me get this straight. Trump, the only president since Nixon not to release his tax returns, and who promised he would release his tax returns when he was president, is suing the government for $10 billion dollars in "damages" for leaked tax returns which reveal his corruption. And his DOJ, which is run by his personal lawyer who he appointed as "Acting AG," is going to settle. So the American people are now gong to personally pay a corrupt president $10 billion of our hard earned tax dollars, because his feelings got hurt when his shady tax returns were leaked? Got it. 👌

Coming soon!

Totally!

🚨BREAKING: Majorie Taylor Greene reportedly sold her Rome, GA home for $1.1M in March and bought a $5M mansion in Costa Rica. On a $174k congressional salary, she stayed for 5 years, just long enough to vest her taxpayer-funded pension and then bounced. From $700k net worth pre-Congress to $25M now, from insider trading while playing “America First”. H/T David J Harris Jr.

He gets a ballroom. An Arch. A new reflecting pool. 10 billion directly into his pocket from taxpayers. Billions from special interests seeking favors and pardons. What has America gotten? Tariffs, a new war, higher gas prices, inflation. Truly a golden age.

🚨MAJOR BREAKING: Donald Trump has arrived in China to find that President XI did NOT greet him at the airport. MAGA is in spin mode heralding the “red carpet treatment,” but the visit is already at a rocky start. Instead of a presidential welcome, Trump was greeted by US Ambassador to China David Perdue; Xi’s vice president, Han Zheng; China’s Ambassador to Washington Xie Feng; and Executive Vice Minister of Foreign Affairs Ma Zhaoxu. I’m sure Trump would hate if you shared this and rubbed it in all day long.

I am the Executive Vice President of the Trump Organization. I am visiting China this week in a personal capacity as a supportive son. Normal people visit their mothers in a personal capacity. Normal people attend funerals in a personal capacity. I do it beside sixteen CEOs, five billionaires worth $870 billion, and a 500-aircraft Boeing order being finalized with Beijing during the trip. Goldman Sachs. Citigroup. Mastercard. Visa. Tim Cook. Larry Fink. Stephen Schwarzman. In a personal capacity. I am also the Chief Strategy Officer of American Bitcoin. My qualifications for this role include mowing lawns on my father's golf courses, laying tile at his properties, and serving as a boardroom judge on The Apprentice from 2010 to 2015. I have no documented experience in cryptocurrency, blockchain, or Bitcoin mining. My stake in American Bitcoin alone was worth $548 million by September 2025 — eight months into my father's second term. We purchased 16,000 Bitmain mining rigs for $314 million. Bitmain is Chinese. Bitmain is headquartered in Beijing. Beijing is where I am visiting in a personal capacity. In March we bought 11,298 more. The terms were "unusual" — hundreds of millions in equipment for "future considerations." I'm not sure what "future considerations" means in this context, especially when your father sets the tariff rate on your supplier's home country. I can tell you it is not a "conflict of interest." It is a "supply chain relationship." On May 12, the day I boarded this plane, my father announced a trade agreement with China. Tariffs on Chinese goods dropped from 145 percent to 30 percent. That is a 115-point reduction on the country that manufactures my equipment, announced the same day I flew there. I did not know. I did not ask. I did not need to ask. My family owns 60 percent of World Liberty Financial. We receive 75 percent of every token sold. The New Yorker's running total is $4.2 billion. Politico documented $12.9 billion in trading volume. Let me tell you about our team. My brother Barron is our "DeFi visionary." He was eighteen years old. His prior experience is being tall. My brother Don is "Web3 Ambassador." His prior experience is selling condos and shooting elephants. I handle "strategic planning." My prior experience is tile. My brother-in-law Jared received $2 billion from the Saudi sovereign wealth fund six months after leaving the White House. The fund's own advisory panel flagged his "lack of private equity experience" and called the due diligence results "unsatisfactory." They gave him the money anyway. My sister Ivanka received Chinese government approval for 16 trademarks during my father's first term. The categories included handbags, sunglasses, perfume, baby blankets, and voting machines. Voting machines. From China. While her father was president. That is not "corruption." That is "brand diversification." My father spent four years on Hunter Biden. Four years. The charge: Hunter sat on the board of Burisma for $83,000 a month with no energy experience. My father called it the greatest corruption in American political history. He withheld $391 million in military aid to Ukraine to pressure an investigation. He was impeached for it. He did it again. A special counsel was appointed. Total cost to taxpayers: millions. Total Hunter earnings: $11 million over five years. Let me do the math my father never did. Hunter Biden made $6,027 per day. My family makes $8.75 million per day. That is 1,451 times Hunter's rate. We earn his entire five-year scandal every thirty hours. Hunter had no energy experience. I have no crypto experience. Hunter sat on one board. I run the operation. Hunter met one banker for a coffee. I sit on Air Force One beside $870 billion negotiating with the country that manufactures my equipment. But here is the part that makes me proud. We launched a cryptocurrency in my father's name. It peaked at $73. It trades today at $2.43. Retail investors lost 95 percent of their money. We collected $400 million in transaction fees regardless of price. We hosted a dinner — the top 220 holders gained entry by holding enough of my father's coin. The top 29 received a champagne toast with the President of the United States. Price of admission: approximately $3.28 million in tokens. A public school teacher earns $3.28 million in 47 years. We call that "community engagement." Not "selling access." Access is what Hunter Biden sold for a cup of coffee. Three days before I boarded this plane to Beijing, our team moved $12 million in memecoin assets to custody platforms. Routine. Unrelated. Everything is unrelated to everything. In a personal capacity. On January 24, 2025 — four days after the inauguration — my father fired seventeen inspectors general in a single night. Without explanation. Without notice to Congress. Seventeen. The people whose job is to look. He removed them all at once and no one replaced them. There is no inspector general for a son's "personal capacity." There is no disclosure form for love. There is no ethics office for a champagne toast priced at $3.28 million. He didn't bend the guardrails. He fired the people who hold them. He built that. I fly in on it. $4.2 billion at cruising altitude. Every thirty hours, another Hunter Biden. Hunter Biden got a special counsel for a cup of coffee and a board seat that paid less per month than one champagne toast with my father costs per million. I am the Executive Vice President of the Trump Organization. I am the Chief Strategy Officer of American Bitcoin. I am the Web3 strategic planner at World Liberty Financial. I am visiting the country that manufactures my mining rigs, approved my sister's trademarks, and funds my brother-in-law's private equity firm, on a plane beside $870 billion and a president who spent four years calling $11 million treason. In a personal capacity. As a supportive son.

Quiet Piggy

Don’t let this go viral

Donald Trump’s son takes a large financial stake in an online gun delivery company. The Trump admin looks to change the rules, allowing for online gun ordering and delivery. This isn’t a coincidence. This is more shameless Trump family corruption. meidasnews.com/news/donald-tr…

@Zephyr_hg ideas

50 AI businesses you could start this weekend. Pick one. Every idea comes with a revenue path, MVP scope, and exact tech stack so you're not guessing what to build or how it makes money. Organized into 5 categories: vertical agents, content tools, data infrastructure, edge AI, and services. Medical billing agents. Construction safety cameras. Prompt injection firewalls. Drone inspectors for solar farms. Each one scoped lean enough to validate in 48 hours with a simple ad or DM campaign. No more staring at tech trends trying to figure out where the money actually lives. Pick the lane that fits your skills and ship the tiniest possible version before your competition finds these ideas. Comment "IDEAS" and I'll DM it to you (must be following)

Veteran in the military is getting $2,100 per month in disability payments for life He wasn’t infantry, he didn’t see battle, he says he choose to be a cook Upon leaving he says he now has PTSD, anxiety, and depression (from cooking ground beef) Now he gets $2,100 per month for life Non-Combat PTSD Is Real and Allowed but something is fishy You do not need combat experience for a VA PTSD claim. The VA recognizes service-connected trauma from many non-combat sources, including: - Training accidents - Sexual assault/harassment (MST) - Witnessing deaths/injuries - Repeated exposure to stressful or traumatic events These are the main ones… yet somehow he got disability as being a cook….

This weekend, Trump took a taxpayer-funded trip to his Virginia golf course to attend a LIV Golf tournament, which is backed by the Saudi government. By the way, the president taking money from a foreign government is an unconstitutional ethics violation. huffpost.com/entry/trump-bu…

LET THIS SINK IN—the U.S. now has no confirmed CDC director, no FDA commissioner, no Surgeon General, an NIH director with no medical license, and the last Acting CDC Director was a George Bush speechwriter. In fact—the only doctor/scientist we have in the White House is… Dr Oz.

Absolutely awful. @whca should condemn this

We’re so lucky to have a President who is always looking out for the American people.

I see where cuts can be made.

Breaking: Two Trump White House officials were caught on a hidden camera, per @JamesOKeefeIII The First is Maxim Lott, Special Assistant to the President for Domestic Policy Second is Benjamin Ellisten, Senior Budget Analyst and Fund Manager for the White House They admitted: • Trump is using $1B of tax payer money to retrofit his new plane • Domestic policy decisions are made based on what "feels like a good idea" • No formal cost-benefit analysis exists for major policy calls • Staff bypass the Oval Office and act on their own interpretation of Trump's preferences • Ellisten called Trump "a madman" and said "We've got to get rid of him" There appears to be people in the White House acting on Trumps behalf without his direct approval