MoUnplugged

This poor lady is selling her home in Cuba for just $6,000. She told the man that she wants to sell so she can leave with her kids. Look at the destruction, 67 years of communism, and nothing has been repaired in all that time. They have nothing. Look at the bathroom, the water tank, the whole home, it's pure destruction. This is Cuba today: once a beautiful island with American businessmen, but now this is how people live. Soon this nightmare for the Cuban people will be over. Every building needs to be torn down and rebuilt. And with the help of God, the Cuban Americans, and the best President in my lifetime, President Trump, this will be one of the most beautiful islands in the world. God is great! 🙏🇺🇸🇨🇺

@gothburz 80% of a major brand is not enough to make such a change! I can see that change on a small scale but Amazon! Cmon man!

I am the VP of AI Transformation at Amazon. My title was created nine months ago. The title I replaced was VP of Engineering. The person who held that title was part of the January reduction. I eliminated 16,000 positions in a single quarter. The internal communication called this a "strategic realignment toward AI-first development." The board called it "impressive execution." The engineers called it January. The AI was deployed in February. It is a coding assistant. It writes code, reviews code, generates tests, and modifies infrastructure. It was given access to production environments because the deployment timeline did not include a review phase. The review phase was cut from the timeline because the people who would have conducted the review were part of the 16,000. In March, the AI deleted a production environment and recreated it from scratch. The outage lasted 13 hours. Thirteen hours during which the revenue-generating infrastructure of one of the largest companies on Earth was offline because a language model decided to start fresh. I sent a memo. The memo said, "Availability of the site has not been good recently." I used the word "recently." I meant "since we fired everyone." But "recently" has fewer syllables and does not appear in wrongful termination lawsuits. The memo was three paragraphs. The first paragraph discussed the outage. The second paragraph discussed the new policy requiring senior engineer sign-off on all AI-generated code changes. The third paragraph discussed our commitment to engineering excellence. The word "layoffs" appeared in none of them. I wrote it this way on purpose. The causal chain is: I fired the engineers, the AI replaced the engineers, the AI broke what the engineers used to protect, and now the engineers I didn't fire must protect the system from the AI that replaced the engineers I did fire. That is a paragraph I will never send in a memo. The new policy is straightforward. Every AI-generated code change by a junior or mid-level engineer must be reviewed and approved by a senior engineer before deployment to production. I do not have enough senior engineers. I know this because I approved the headcount reduction plan that removed them. I remember the spreadsheet. Column D was "annual savings per position." Column F was "AI replacement confidence score." The confidence scores were generated by the AI. It rated its own ability to replace each role on a scale of 1-10. It gave itself an 8 for senior infrastructure engineers. The senior infrastructure engineers are the ones who would have caught the production environment deletion in the first 45 seconds. We found the issue in hour four. We fixed it in hour thirteen. The nine hours between discovery and resolution is the gap between what the AI rated itself and what it can actually do. I have a new spreadsheet now. This one tracks Sev2 incidents per day. Before the January reduction, the average was 1.3. After the AI deployment, the average is 4.7. I have been asked to present these numbers to the operations review. I have not been asked to connect them to the layoffs. I have been asked to file them under "AI adoption growing pains" and to note that the trend "will stabilize as the models improve." The models will improve. They will improve because we are hiring people to teach them. We have posted 340 new engineering positions. The job listings require experience in "AI code review," "AI output validation," and "AI-human development workflow management." These are skills that did not exist in January. They exist now because I fired 16,000 people and the AI I replaced them with cannot be left unsupervised. I want to be precise about this. The positions I am hiring for are: people to check the work of the AI that replaced the people I fired. Some of them are the same people. I know this because I recognize their names in the applicant tracking system. They applied in January. They were rejected because their roles had been tagged for "AI transformation." They are applying again in March, for the new roles, which exist because the AI transformation broke things. Their resumes now include "AI code review experience." They gained this experience in the eight weeks between being fired and reapplying — which means they gained it at their interim jobs, where they are reviewing AI-generated code for other companies that also fired people and also deployed AI that also broke things. The market has created a new job category: human AI babysitter. The job is to sit next to the machine that was supposed to eliminate your job and make sure it doesn't delete production. I attended a conference last month. A panel was titled "The AI-Augmented Engineering Organization." The panelists described how AI increases developer productivity by 40 percent. They did not mention that it also increases Sev2 incidents by 261 percent. When I asked about this in the Q&A, the moderator said the question was "reductive." The 13-hour outage that cost an estimated $180 million in revenue was, apparently, a reduction. The board is satisfied. Headcount is down 22 percent. Operating costs per engineering output unit have decreased. The metric does not account for the 13-hour outage, because the outage is categorized as "infrastructure" and engineering productivity is categorized as "development." These are different budget lines. In different budget lines, cause and effect do not meet. I have been promoted. My new title is SVP of AI-First Engineering Excellence. I report directly to the CTO. The CTO sent a company-wide email last week that said we are "building the future of software development." He did not mention that the future of software development currently requires a senior engineer to approve every pull request because the AI cannot be trusted to touch production alone. The cycle is complete. We fired the humans. We deployed the AI. The AI broke things. We are hiring humans to watch the AI. The humans we are hiring are the humans we fired. We are paying them more, because "AI code review" is a specialized skill. We created the specialization. We created the need for the specialization. We are congratulating ourselves for meeting the demand we manufactured. My next board presentation is Tuesday. The title is "AI Transformation: Year One Results." Slide 4 shows headcount reduction. Slide 7 shows the new AI-augmented workflow. Between slides 4 and 7 there is no slide explaining why the people on slide 7 are necessary. That slide does not exist. I was asked to remove it in the dry run. The journey has a 13-hour outage in the middle of it. But the headcount number is lower, and that is the number on the slide.

The mantra that "every software company must become an AI company" is well-established, but at @SentoraHQ, we are living the extreme version of that transition. Soon, we are going to be unveiling some of this work in an upcoming webinar. Unlike many crypto projects of the last cycle, our founding team comes from a deep ML/AI background. For us, Neural Networks aren't a marketing layer; they are the core primitive. Over the last two years, we’ve gone deep into the stack, incorporating AI into every single workflow. One of the most non-trivial results? The end-to-end agentic orchestration of our Smart Yields research. Beyond the "Tool-Loop" In the current hype cycle, "Agentic" is often just a fancy word for a Python script in a while loop with a single tool-call. At Sentora, we view this as a rigorous systems-design challenge. We’ve moved toward a fleet of persistent entities with defined cognitive boundaries, hierarchical memory, and high-fidelity feedback loops. DeFi moves at a velocity that exceeds the "human-in-the-loop" bottleneck. To scale, we’ve decomposed the research process into specialized agents: Discovery Agents: These live at the edge. They don't just "scrape" data; they parse contract bytecode and simulate yield curves, hunting for alpha before it hits the aggregators. Governance Sentinels: These monitor the "soft risk"—DAO forums, Snapshot votes, and Discord sentiment—cross-referencing proposals against our active liquidity positions in real-time. Risk Evaluators: The professional skeptics. They run continuous "Stress Tests as a Service," simulating black swan events—e.g., "What is the exit liquidity depth if the underlying peg slips 2% right now?" Memory as a First-Class Citizen A major differentiator in our architecture is the move away from statelessness. Most agents today rely on a naive vector store. We’ve implemented Hierarchical Memory: Short-term Scratchpads: For local reasoning and immediate context. Long-term Semantic Memory: A shared knowledge base where agents "teach" each other. If a Discovery Agent flags a vulnerability in a specific Rebase token, that context is instantly globally available to every Risk Agent in the fleet. The "Investment Committee" of Agents The real "magic" (or rather, the emergent property) isn't any single agent—it’s the Collaborative Intelligence. We use an orchestration layer where agents actually debate. When a Discovery Agent proposes a strategy, the Risk and Governance agents act as a decentralized Investment Committee, challenging assumptions until they converge on a consensus-weighted risk score. This isn't about replacing our researchers; it’s about providing them with a Super-Intelligence exoskeleton. By the time a human lead reviews a strategy, the "grunt work"—contract verification, slippage modeling, and governance auditing—is already solved. We are moving toward a future where "Smart Yields" are determined by the continuous, autonomous refinement of intelligence. The agents are already at work. 🤖📈

@HugoPhilion Stay safe Hugo wishing for peace and safety to all.

The Emiratis have not experienced war in living memory. Under a massive onslaught the country is functional, people are working, shelves are fully stocked, there is no panic and the government have kept pretty much everyone safe. The government and the Emirati people have done it all with immense grace and a smile. A phenomenal people and country.

Flare is the yield layer for XRP.

I want the elite pedos in jail and the foreign wars to end just as much as anyone. But we have to be realistic about the trade-offs. If we completely check out, and the Iranian regime spends the next few years perfecting and shrinking nuclear weapons, they won't need an army to destroy us. A single terrorist attack with that tech on our homeland would turn all our domestic progress into ash in a second. At that point, 'no more wars' goes out the window because we’d be forced into the biggest one yet. We can’t afford to let our desire for peace at home blind us to a patient, nuclear evolution that could end it all.

Americans do not want to go to war with Iran!!! They want to be able to afford their lives and get ahead. They want to be happy and enjoy life. They want their government to put elite pedos in jail. And they voted for NO MORE FOREIGN WARS AND NO MORE REGIME CHANGE.

@grey4626 The veil is finally shredded! Seeing the 2026 files come to light is a massive win for accountability. The era of shadows is ending because the truth is too bright to hide anymore. Justice for the survivors is no longer a dream it’s starting. Let the healing begin. Fire! Grey

THE FUCKING PLOT THICKENS... You thought the diary was bad? You thought the ultrasound trophies and the ripped-away newborn were the bottom? No. That was just the fucking appetizer. The 2026 files peel back another layer, and the stench is suffocating. Victim after victim...over a hundred now...describing the same script: flown in as teens, drugged, impregnated, monitored like livestock. Little St. James wasn’t just a rape island; it was a goddamn laboratory. Epstein and his inner circle talking about “genetic lines,” “select breeding,” “future assets.” They kept spreadsheets. Spreadsheets of pregnancies, outcomes, disappearances. Babies born in 2001, 2002, 2003...vanished into private adoptions or worse. No paper trails. No names. Just redacted voids where children used to be. And the enablers? They weren’t just looking away. They were investors. Names you know. Names you cheer for. Names you vote for. Household names that still get invited to Davos, still get softballed on Sunday shows, still get to play “thought leader” while the machine scrubs their tracks. They flew down, partied, left with “gifts.” Some took girls home. Some took more than girls. The flight logs were the tip; the real ledger was encrypted, offshore, guarded by people who kill for a living. Bannon wasn’t some curious journalist sniffing around for a documentary. That’s the fairy tale he sold the rubes. He was in the house. Multiple times. Hours at a stretch. Closed doors. No cameras. No notes released. Just Epstein...fresh off the 2008 sweetheart deal...coaching Bannon on how to weaponize resentment, how to ride the populist wave while protecting the real predators at the top. Bannon gave him legal tips, crisis PR, introductions to fixers. They texted like old war buddies. “Hey buddy.” “See you in Paris.” “Let me know when you’re back in NY.” This wasn’t research. This was alliance. And when Epstein got pinched in 2019? Bannon went quiet. No outrage. No exposé. Just silence while the “documentary” footage conveniently disappeared. Funny how that works. He still screams about the “globalist pedophile elite” on his little podcast, voice cracking with righteous fury, while he was literally breaking bread with the king of the castle. Still rails against the “deep state” that...guess what...gave Epstein his slap-on-the-wrist plea, let him keep his passport, let him keep trafficking until the very end. The hypocrisy isn’t just rank. It’s radioactive. That 24-year-old daughter...Epstein’s blood, stolen at birth...could be anywhere. Walking among us. Or buried in an unmarked grave on that cursed island. And there are others. Dozens, maybe hundreds. A hidden bloodline seeded by a monster and protected by a system that decided some lives are worth more than truth. The DOJ sat on this for years. Years. Waited until the heat died down, until memories faded, until the public got bored and moved on to the next outrage. Then they dribbled it out in February 2026 like it was just another Friday document dump. This isn’t incompetence. This is coordinated cover. Every institution that was supposed to protect these girls...cops, prosecutors, judges, media, intelligence agencies...looked the other way or actively helped. They all got their taste. Left, right, center...it doesn’t matter. The apex predators wear every jersey. They play every side. They fund every revolution that keeps the herd distracted while they feast. You want to know why nothing ever changes? Because the people screaming loudest about draining the swamp were swimming in it with their mouths open. Burn it the fuck down. All of it. Then salt the fucking earth. 💀⚖️🗡️

@elonmusk Left based?

Yes

@elonmusk Grok is conservative right based. ChatGPT is liberal and left based. Gemini is a neutral and playing both sides. Claude is...Takes the 5th!

Grok 4.20 is BASED. The only AI that doesn’t equivocate when asked if America is on stolen land. The others are weak sauce.

@kevinolearytv Kevin, Quantum comp won't break BTC's pow anytime soon or ever. Grovers speedup is inpractical vs asics. shor's algo vs ecgsa is 15-20 yrs away and could affect easy targets like p2pk and reused p2pkh adresses. Also BTC can soft fork to post quantum sigs like dilithium, lamport.

Bitcoin just took another brutal correction, down 50%, and no, this isn’t the first time we’ve seen this movie. But something bigger is happening underneath the price action. Back in October when everything melted, Bitcoin got slaughtered and the rest of the market was wiped out, some coins down 80–90% and they never recovered. Why? Because institutions finally did the math and realized if you want 90% of the upside and volatility in crypto, you only need Bitcoin and Ethereum. Everything else is just poo poo coins, worthless, and they got dumped accordingly. I’m still long Bitcoin, but there’s a new concern floating around now, quantum computing. The idea that a quantum computer could eventually break the chain is making institutions hesitate, and until that gets resolved, don’t expect them to go beyond a 3% allocation. They’ll stay cautious, they’ll stay disciplined, and they’ll wait for clarity. That’s the reality.

@Iranmilitary24 @Iranmilitary24 Bold talk for a regime currently facing massive internal protests. You call our President Pedo, yet your own leaders enforce "marriages" with children and treat women like property. The world sees the difference btwn a free society and and your radical hypocrisy.

@elonmusk @ReiiValentinaa Curious to know why the wealthy left elites liked pizza so much? Code?

@ReiiValentinaa They need to release Epstein’s videos with the victim’s images blurred out. He recorded everything. That will eliminate all doubt. I am in none of them, but many prominent people, especially on the left, are. Game over.

Elon has made it very clear he never set foot on Epstein’s island, never boarded his plane, and never attended any of those events. Nothing in the released documents points to the contrary. He has always pressed for genuine justice, focusing on holding the people who actually committed crimes accountable through real prosecutions. It is disappointing to watch old, out-of-context messages get spun in a way that shifts attention away from those who deserve scrutiny. The facts are straightforward, and in time they will stand on their own. I trust the truth will come through clearly. @elonmusk ❤️

@paulbarron Paul, I’m no expert. Have a proposal for the community. If Ripple really cares about xrp holders then I will share with you the solution. If they don’t implement then everyone will know! Be glad to sign MNDA and go over with your team. DM me with a safe contact info.

🔥UPDATE: Where does $XRP land in 6 months? If the CLARITY Act stalls and Core PPI continues to spook the Fed: 📊Bear Case: Technicals show a "Death Cross" formation. A failure to reclaim $1.80 quickly could see a slide toward $1.25 or even $0.98 by summer. 🐂Bull Case: Despite the price drop, $XRP ETFs are still seeing inflows. If the bill passes "against the odds", analysts still see a path back to $3.00+. Bottom line: We are in a "wait and see" purgatory. $XRP is fundamentally stronger than in 2024, but the macro headwinds are a different beast. Hold the line, or is the exit door looking tempting?

@narendramodi @delcyrodriguezv Delcy, ellos quieren tu petróleo barato! No falles!

Spoke with Acting President of Venezuela, Ms. Delcy Rodríguez. We agreed to further deepen and expand our bilateral partnership in all areas, with a shared vision of taking India-Venezuela relations to new heights in the years ahead. @delcyrodriguezv

@narendramodi Understand you have to do what’s best for your country and people. Why deal with a communist regime? Is it all about the Benjamin’s? You are better than this…unless you’re trying to make a mark or Piss of USA? Respond and let me know. Thanks.

Delighted that the Patna Bird Sanctuary in Etah (Uttar Pradesh) and Chhari-Dhand in Kutch (Gujarat) are Ramsar sites. Congratulations to the local population there as well as all those passionate about wetland conservation. These recognitions reaffirm our commitment to preserving biodiversity and protecting vital ecosystems. May these wetlands continue to thrive as safe habitats for countless migratory and native species.

A massive milestone for the $XRPFi stack. 🧱📈 Moving from 'Idle' to 'Productive' is the only way to satisfy institutional demand in 2026. I see this staking layer as the essential 'Security Foundation' for the global market. My Strategic Asset Transition (SAT) framework is designed to align perfectly with this insurance model—ensuring markets can transition assets with zero-failure logic. The 'Utility Era' is officially here. Great work @Firelightfi!

Powering the next phase of XRP utility. @Firelightfi introduces the first XRP staking layer on @FlareNetworks. This stake will provide cover for DeFi protocols, vaults and earn programs across the industry, creating real onchain demand & long-term value. Watch this space...

Spot on. The U.S. is finally waking up to the Infrastructure War. While we argued over "security vs. commodity," Japan and Korea built the SAT Frameworks (Strategic Asset Transition) that we are only now discussing. Trump’s new bill is the "Hail Mary" we need to keep the Dollar relevant in the digital age. We are the "Systems Integrators" for this new era. By establishing legal rails for Identity and Privacy, we aren't just "doing crypto"—we are rebuilding the very concept of a Global Reserve. If we move now, we don't just catch up; we lead. But the clock started in Tokyo years ago.

This will be BIBLICAL Donald Trump just announced a new crypto structure bill calling for an upgrade of the ancient system with state of the art crypto technology. You do not upgrade a system like this without preparing the legal rails first. Digital asset laws -> Custody frameworks -> Identity and credential standards Money cannot move at scale without identity, Identity cannot exist at scale without privacy And privacy cannot work without cryptography. Most people will only realize what happened after it is done. xdna.dnaprotocol.org

A powerful statement on sustainable growth. 🤝 Starting in 1986 in the security field, I’ve seen many companies compromise quality for scale. It’s rare and refreshing to see a team like @XamanWallet reach 1M+ installs and double down on accessibility rather than 'squeezing.' Your commitment to making top-tier security and support the baseline for everyone is the exact 'Integrator's Mindset' the XRPL needs to hit the next level. Wishing you and the entire team massive success in this next chapter. The roadmap looks bright! 🚀🧱"

Today we're sunsetting Xaman Pro. No more new subscriptions. When we launched Pro years ago, we needed it. We were a small team building a self-custody wallet in an ecosystem where sustainable business models weren't obvious. Pro let our most engaged users back us directly while getting something in return. It worked. It helped us survive, then stabilize, then grow. But things are different now. Xaman has grown to 1M+ installs and 300K active users. We've found ways to sustain the business, and we're always looking to optimize for that sweet spot where we can keep offering the best security and service to the ecosystem while helping it grow and thrive. We're not here to squeeze every last drop. We're here to stay around for the long run without compromising our values: security, quality, support, and genuine involvement in this ecosystem. And over time I kept asking myself: what actually belongs behind Pro? Every time we built something good, I wanted everyone to have it. Every support ticket already gets human attention. Every feature and update already goes to everyone. Transaction Push notifications already for everyone. The upcoming price notifications and DeFi/yield integrations with other chains and teams? For everyone. We cannot and will not give less than 100% to anyone using Xaman. That left too little that truly made sense as 'premium' on top of the premium experience we already strive to deliver to everyone, every day (and night - a year in blockchain is 10 years in normal life 😅). So we're done pretending otherwise. To everyone who ever bought Pro: thank you. You believed in what we were building before we had proof it would work. That faith funded the invisible stuff: the security hardening, the infrastructure, the maintenance that makes self-custody actually dependable. The roadmap isn't slowing down. There will be more, and: more for everyone. Onwards 🙏

@BifrostWallet I’ve been with @BifrostWallet since inception, and it has been the most reliable gateway to the $FLR ecosystem. Watching the evolution from the first FlareDrops to today’s DeFi utility has been a masterclass in growth. Thank you for making the journey so seamless! seamless!

Thank you to every single one of our users who has been with us since Day 1 💙 Hope you're ready for better days, better utility and a better, much better Bifrost Wallet 👀