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🆕 EnsWilde v3.0 is out! Disable call recording sound 🔕 Customize Wallet backgrounds & passcode themes 🎨 Now works without StikDebug — just enable LocalDevVPN 📥 Dev By 𝗬𝗮𝗻𝗴𝗝𝗶𝗶𝗶 📱 iOS 18 – iOS 26.2 Beta 1

11,744 просмотров • 8 месяцев назад •via X (Twitter)

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I just upgraded my 8-agent Grok Bot trading floor and it stopped needing me. The whole desk now executes automatically while I sleep. Instead of running agents on basic isolated prompts, I upgraded to org-chart orchestration driven by a single Screen Recording workflow. I showed the workflow to the agents once, and now they run complete task-driven group chats autonomously without a single line of code or VPS setup. Here is how the upgraded 8-agent trading floor operates now: 1. HEAD OF DESK (Upgraded): Receives high-level targets ("Target +20% weekly, max 2% risk per trade"), splits tasks across the team, coordinates handoffs, and only pings for critical single-click approvals. 2. SEARCH (Alpha Hunter): Scrapes unindexed Telegram signals, dev GitHub commits, and early on-chain liquidity events 24/7 before CT catches on. Drops 20–40 vetted leads daily. 3. RISK (Contract Auditor): Audits smart contracts in milliseconds for mint rights, blacklists, ownership traps, and honeypots. Instantly flags and blocks unsafe entries. 4. SNIPER: Triggers sub-second execution on-chain the exact millisecond RISK clearance passes without manual intervention. 5. WHALE Tracker: Monitors smart-money wallets with >68% historical win rates to catch stealth accumulation patterns early. 6. RUG Sentinel: Watches dev wallets and LP state 24/7. Auto-dumps 100% of the position instantly if LP tampering is detected. 7. EXIT Manager: Takes automated profits, scales out as volume builds, and dynamically moves trailing stops to lock in gains. 8. SHILL (Sentiment Engine): Tracks social velocity, momentum spikes, and influencer call clusters to signal optimal position scaling or early exits. The weekly result: 148 tokens scanned ➔ 18 passed full RISK clearance ➔ 7 trades executed automatically with zero manual clicks and zero night shifts. You don't need a $500k analyst team or a dev background anymore. It’s $200/month, an org chart structure instead of a to-do list, and one evening of setup. Save this post.

Ridark

50,077 просмотров • 1 месяц назад

Harlan Coben is the master of the plot twist. He's published 35 novels and sold more than 100 million books. This conversation is all about how he writes. Here are the highlights: 1) Keep enough fear to stop yourself from phoning it in. He says: "Every writer I know who thinks they’re really good actually sucks." 2) Write your first draft knowing nobody gets to see how bad it is. This is your chance to break every writing rule because nobody's going to read what you wrote 3) How do you create suspense? By answering questions, then making the answers open bigger questions. 4) Write dialogue people would want to overhear. Ask yourself: “If I were sitting at a pub, is this the conversation I would want to overhear?” If the answer is no, make it better. 5) Give your dialogue a reason to happen: Don’t just put two people in a pub and have them talk. Imagine someone has keeled over, or a fight has broken out, and they’re debating whether to intervene. Now the conversation has a purpose. 6) Start in the middle, where there’s already a story happening. Don’t have your character walk into the church, sit down, and notice the flowers. Put him in the back pew watching the only woman he’ll ever love marry another man. Now we’re engaged. 7) Find the one detail that brings the whole scene to life: A group of mystery writers once debated the scariest sound in the world. Warren Murphy said: you’re alone in a cabin in the woods, and upstairs, you hear the toilet flush. That’s the moment you’re looking for. 8) Make room for quiet, or your loud moments won’t mean anything. If your story is always storming, a rainstorm won’t matter. Think of a placid pond: a small rock makes a ripple. But throw a boulder in a churning ocean, and nobody will notice. 9) Know your ending so you can afford to get lost along the way. Harlan says: "I know I’m driving from New Jersey to Los Angeles. I might take a detour through the Panama Canal and stop in Tokyo, but I know where I’m going. That gives me freedom. I can go off the main road because there’s a destination in the GPS. Knowing the ending lets me explore more without panicking that I’m completely lost." 10) Don't tell people what you're writing before you finish it. If you're at a cocktail party and start explaining your book, you'll almost feel the air coming out of the balloon. You'll get satisfaction without doing the work when all your satisfaction should be coming from finishing the book. 11) Don't expect to be good when you start writing: Harlan's first published novel was the fourth he'd written. You could have the skill of LeBron James, but if you’ve never played basketball, you’re going to suck when you get on that court. Why would writing be different? — — Timestamps: 0:34 How to find your next idea 4:02 Know your ending first 10:21 Why talent isn’t enough 13:45 Only bad writers think they’re good 18:30 What keeps Harlan going 23:47 Books vs TV adaptations 28:48 The mistake most writers make 35:06 What makes for good dialogue 43:08 Your themes find you 47:39 What he learned from Hitchcock 57:01 Making the boring parts interesting 59:58 How Harlan writes chapters 1:02:23 Main vs secondary characters 1:04:37 Don’t talk about your book 1:06:46 Why routines stop working 1:10:12 Stop making excuses 1:12:30 Genre vs form I've shared the full conversation with Harlan Coben below. If you'd rather watch on YouTube, or listen to the episode on Apple / Spotify, check out the reply tweets. Enjoy!

David Perell

30,968 просмотров • 24 дней назад

How to build a $100K/month iOS app (playbook below): Over the next 18 months, we'll see 200+ apps hit $100k/month solving problems that were impossible to solve until right now. AI can now solve hyper-specific problems for tiny audiences. Problems so specific only 50,000 people on earth have them. But those 50,000 will pay $40/month for a perfect solution. Meanwhile, the "For You Page" killed the need for followers. Any creator with zero audience can go viral tomorrow. One video about your niche app can deliver 1,000 paying customers overnight. This is the perfect storm. Micro-problems can finally be solved. Micro-apps can finally find their people. *Disclaimer* No, this won't work for everyone. Not everyone will make $100k MRR app. But there is a tremendous amount of opportunity, and my point is this is how i'd approach it: The playbook: 1) Daily habit (not occasional use) Not "track calories." Think "photograph your psoriasis patches every morning to track flare triggers." Not "meditate" but "record your stutter severity after each phone call." The winning apps solve micro-problems inside daily routines. The person checking if their dog's food has ingredients that trigger seizures. The runner who needs to know if today's pollen will trigger their exercise-induced asthma. Find the tiny, specific thing someone does at the exact same time every day. 2) AI-powered narrow wedge One problem. One perfect solution. "AI that tells if this supplement will interfere with your Adderall." "AI that identifies which FODMAP ingredients are in this restaurant dish." The narrower you go, the more people will pay. Start with one use case that takes 10 seconds to understand. 3) One channel, 3 formats TikTok or Instagram. Pick one. Test three content types daily. When something hits, make 50 versions. The apps making $100K/month mastered one platform before touching another. 4) 100 obsessed users 100 people who use it daily and would riot if you shut down. They'll bring the next 100. Those bring 400. But without the first 100 fanatics, you have nothing. Use organic audience to bring these people there. 5) Charge immediately Paywall goes up week one. $7-40/month. Free users give garbage feedback. Paying users tell you exactly what to build. If nobody pays for your broken MVP, they won't pay for your polished version either. 90-day timeline: Days 1-10: Find the habit, validate demand (reddit, tiktok, Idea Browser) Days 11-30: Ship the ugliest working version (use bolt/lovable/vibecode app/rork) While you're doing this you're building organic audience. Figuring out formats, focusing on 1 channel, working with creators. Days 31-60: Get 100 users, obsess over them Days 61-90: Double down on what's working TLDR; Pick a daily micro-problem this weekend. Ship something that solves it by next weekend. Charge for it the weekend after. (full episode is below or on the latest episode The Startup Ideas Podcast (SIP) 🧃 on yt etc) Enjoy the sauce. People charge for this sorta sauce. It's free for you. The App Store is open for the first time in years. Go claim your piece. Im rooting for you.

GREG ISENBERG

102,168 просмотров • 1 год назад

Yeah, Ordinals and Runes are back, and guess what? Shill_raton is back too, lmao. 🔥 Runes-Fudders punching the air right now. 😡 SO WHICH RUNES TO BUY ?!?!? FOMO!??! If you read my TOKEN2049 post a few days ago, you’d have seen it was a perfect indicator and buying opportunity. (especially the mentioned ones: Billy Cat, DOG and Pizza Ninjas) Ofc, we’re not fully back yet—just a small light shining on us. It’s still early days, but we were really down bad, and any Runes shill tweet over the past weeks was pure hopium. No surprise that 90% of the Runes collections didn’t survive the post-capitulation phase. But to those that did—congrats! So, what’s the plan? If you held top Runes through capitulation? Awesome, keep holding. You’ve already endured the worst, haven’t you? If you're looking to stack top Runes? Be cautious, but go for it. Just make sure you’re picking the ones that are getting the most attention/volume/engagement or are about to. Otherwise: STAY LIQUID. New Runes are going to pop up very soon, with strong teams and high quality. Be ready to mint when they hit, but cautiously. If you lock your liquidity, you will just fud and cope about new RUNES success. These new Runes will have it much easier to grab attention. I met several teams at TOKEN2049 who have been preparing for this trend switch for months. Top Ordinals collections should be in for a feast soon, too. Hold onto them. My call to everyone: Work for your bags. Shill like a siren. The Ordinals/Runes space is small, and our voices are tiny in this tight-knit BTC village. Support each other’s tweets (RT/like/comment), multiply attention, and stop the PVP nonsense—it’s outdated and simply stupid at this point. Quick TL;DR on the top Runes: (in no specific bag order, but you know my favs eitherway) - DOG•GO•TO•THE•MOON BTC classic meme, #3 etched Rune. Finally, more shillers than just Leonidas 🧡 $DOG. Best shot at leading the new run and hitting a 1 BLN market cap, and potentially getting a T1 CEX listing. - BILLION•DOLLAR•CAT Billy 🐱 Best branding, content and marketing, most visible at IRL events. Strong bounce last week, and community support is still amazing. - PUPS•WORLD•PEACE Pups 🌎☮️ BTC OG meme, known also on SOL, now bridged to SOL (again - potentially more liquid this way). Far from ATH but has a dedicated community. - RSIC•GENESIS•RUNE Runecoin ▣⛏️ A key pre-Runes project. The team’s been quiet (AGAIN) for weeks, and hopium is VERY low. If they don’t act now, it could be joever. - WADDLE•WADDLE•PENGU Waddle Waddle Pengu Simple, normie-friendly, wholesome, with a strong leader Cold Blooded Shiller (one of the best crypto-traders and partnership hunters) - LOBO•THE•WOLF•PUP LOBO•THE•WOLF•PUP A beta DOG play with VC money (not a bad thing lol) backing it - DECENTRALIZED ⚡️DECENTRALIZED Community Take Over (CTO); #2 etched Rune. Needs way more community unification stronger leadership to break out. - WANKO•MANKO•RUNES WankoManko OG Runes and very unique Furry-meme, practically created by Casey himself. Only Rune soft-shilled by him (and Erin). Dropped heavily from ATH, but the team is strong and working closely with AI tech ( , BOOTOSHI 👑 ) - SATOSHI•NAKAMOTO Strong ticker, but no known team. Premine still sitting in their wallet and burned a lot of people post-halving. - LIQUIDIUM•TOKEN Liquidium | Bitcoin Loans Utility Rune, down significantly from release and investor seed round (70m valuation). Still one of the best DeFi platforms on Bitcoin. - EPIC•EPIC•EPIC•EPIC Rune etched on the EPIC sat. Rare sats aren’t getting much attention from degens right now. - SAIKO•HAMSTER Saiko Hamster Psychopath cute hamster. Still active and never gave up, with a decent narrative. Hinting on a based ordinals collectin. - CATS•IN•THE•SATS Cats•In•The•Sats Before Billy, this was the #1 cat. Still going strong, with the team as active as day one. - ZBIT•BLUE•BITCOIN PAPO MACHINE Gaming utility Rune with a dedicated team, but gaming in web3 isn’t really bullish at the moment. - Z•Z•Z•Z•Z•FEHU•Z•Z•Z•Z•Z Fehu Rune #1 etched. The owner holds multiple K Bitcoin since 2010. Probably just a fun experiment, without a clear execution plan (last heard: casino). - THE•DONALD•TRUMP Donald Trump Rune Best Trump Rune Ticker. Struggling to catch up lately, heavily dependent on IRL Trump action. - MR•YEN•JAPANESE•BUSINESSMAN Mr Yen First PG-friendly, non-animal Rune with its own lore and (video) style. He still loves his son (which should be enough, right?). - SPARKY•RUNEDOG Sparky Pokemon-like Rune. Hardworking team, constantly announcing partnerships, products, and more. - BASED•INTERNET•PANDA BIP 熊猫 Another cute animal, similar to Saiko Hamster. - GOB•IS•GOB•IS•GOB GOB ◨ ◨ Rune with gamified systems. - BAMK•OF•NAKAMOTO•DOLLAR BAMK•OF•NAKAMOTO•DOLLAR Runes stablecoin. - ALETHEIAS•AGORA @AletheiasAgora Polymarket of Bitcoin. - RSM•RUNES•STATE•MACHINE Programmable Runes experiment. There are more out there, but these are the most well-known. Hold, pick, and shill your Runes wisely. Stay liquid. New Runes are coming, and they’ll be profitable too

shin

10,844 просмотров • 2 лет назад

TRUMP, THE ANTIKRYST? Pt 1 (Update 12/14/24) On 8/28/24 Donald Trump posts this video of a cross. What does that really mean, and why at exactly 11:11? Does anyone understand what the cross really is? It's an unfolded tesseract, also known as Metatron's Hypercube. Who is Metatron? It is one of Thoth's many names across the ages. He was also known as Hermes, son/daughter of Enki Lucifer. And while I've never had it explained to me in absolute detail, there is reason to believe this Anunnaki shape-shifting hybrid could be one and the same as Marduk Lucifer Satain. An awful lot of water has gone under this bridge since the Leviathans arrived 798k years ago, so each of the Babylonian fake gods could have thousands of different personas and names by this time. In any case, Marduk appears to be the leviathan that keeps reincarnating over and over as the savior of mankind. His/her most recent being the 'jesus' character that poses as if being Jesheua Sananda Melchizedek that is one of the guardian alliance team who came to restore the purity of the bloodline of the Human Elohim development that are in captivity here in the Tara earth simulation, and really could walk on water. Identity theft is always the middle names of all your captors. It is what they do to maintain control over the sheep. Like I've said countless times now, Sananda is not 'god' anymore than you are. He is not a savior of mankind, he is here on mission to help your avatar's vibration reach sympathetic harmonic resonance with the 4th dimension to help you escape. By having children with human females carrying very pure human DNA, those children will multiply and raise the vibration of the plane, making your chances that much better to make this ascension happening now. We do not worship Sananda, and unless you like playing subservient to others, you won't either. He is still here, and so are your captors. The ancient false gods of Babylon never left. They just keep taking different forms under different names, hiding in plain sight. They have MANY bodies here. Some are identical to each other, some look totally different. I know because I've met them and had them explain to me who they were in ancient times and what really happened that is totally unlike the his-story you've been told. Sometimes they allow you to know who they really are, such as they did in Babylon, but most of the time they're posing as regular people, just like you, so they can infiltrate human spaces, rise to positions of great influence and steer the masses. Who is Donald Trump? Do you know anyone alive who is more adored, more worshipped, more feared than the Donald? No. He's the most famous person alive. And why is that? Because he's the most perfect person on the plane? Hardly. He's also famous for grabbing women by the pussy. It is because he's using psychological manipulation he knows at a master-class level because he has unbroken recollection of his time across hundreds of thousands of lives. So his mental 'magic' is simply knowledge and wisdom humans could never possibly even understand, much less duplicate. It is a form of very powerful hypnosis. There is overwhelming evidence now that Trump is considered the king of earth as you will see in the masterpiece film by Good Lion Films. His 'capitulation tour' (THE GREATEST SHOW ON EARTH) in 2017-18 made it clear he's the one in charge. THE GREATEST SHOW ON EARTH Video: 👉 Not just this, but Trump was officially crowned the 'Messiah of Jerusalem' they had been waiting to return for thousands of years. That's right, this really happened. He is 'ben David' (son of King David). Something I know a bit about, since that's my avatar's bloodline I'm in here for mission reasons that has to do with the Co-Evolution BioRegenesis Treaty that gives 'J3wish' people a mechanism for ascension. [For more see my article: 👉 THE TWO CHRISTS] Trump, Messiah of Jerusalem Video: 👉 Trump is also a time traveler. Believe or don't believe, but I now have far more than just a few examples that prove this to be fact. He also has multiple other bodies he uses at the golf course, at rallies, and Mar-a-Lago that are clearly different weights, heights, ages. Here is one that is much older than the ones we see in the spotlight. Who has the technology to do all these things? The Anunnaki. Word has it that Trump has been working with the Anuhazi Elohim during his entry into politics. I would suggest he's been working with them for 798k years. They are known as the fallen angels, the original captors of this simulation. All the invader races (over 50 species) have been working together as a single team to enslave humankind since the hostage began over 1/2 billion years ago. I don't profess to know who each of these actors really were in the last drama, or Babylon, Greece, Rome and countless other eras, since, as mentioned, it is a 560 million year story involving quadrillions of events and dramas, but you likely understand what I'm trying to say is we're dealing directly with ancient gods here, not 'business men' or 'politicians'. These people held lightning in their hands last time they decided to let us see them for who they really are. Thoth could literally fly when he was using the name Hermes and there's no question he still can. As briefly reference above, the cross he released this morning is secretly the Nibiru Scalar Vibrational Mechanics platform called a tesseract or hypercube, in unwrapped form. If you fold it back into a 6-sided cube again, you're seeing the shape of the device that powers our counterfeit hologram. You will come to learn at some point that every geometric shape is an operating system, not just a form, called the Platonic Solids in science. Which is why grown men pilgrimage to Mecca to walk around the Kaaba, wearing a little black cube on their forehead. So don't think the cube cross is only worshipped in America. Metatron's Hypercube is used at CERN known as ALICE that keeps you inside an artificial reality called the 'Beyond The Looking Glass Chimera Reality Simulation'. Typically you'll hear the keeper refer to it as the Chimera Reality for short. All down through your current history, the cross has stood for purity, perfection, and hope that one day the savior would return and usher in a utopia, when in truth, it was the very symbol of your eternal enslavement. They keep rolling out this same savior trope, civilization after civilization, always with a different face of the program, but always the same hope. Hope, by the way, is a weaponized spell that was designed to keep you perpetually in bondage and trudging forward like a good little slave, doing your job because 'one day he will return and THEN by golly, he'll save us all'. These are all the same guy/girl. When Sananda (I'm not talking about the fake jesus here) said 'come out of her my peoples', he meant stop falling in line with the prison machine you're trapped in. Stop acquiescing to your own enslavement. I was told in person that humans 'have to rise up and take their world back or they will never move forward'. It means letting go of fear and stand up for what is right. Enslavement of any kind, is not that. The great deceiver will fool 'even the elect' is not a fictional claim in the M@sonic bible for entertainment. They have to tell you what they're doing in order to have you cast that reality they want to play out in your world. The person who wrote the bible also wrote demonology. [For more on this subject see my article 👉 THE SCIENCE OF PREDICTIVE PROGRAMMING and the 2ND COMING] Why would that be? Because the bible is the most elaborate talisman on earth that hypnotizes those who read it, enslaving their minds to passively accept the chimera reality, so when the simulation glitches, you will second guess yourself instead of the holographic world around you. "Did I just see a bird in the sky not flapping its wings and remaining perfectly still? Of course not, that's preposterous." ‘Mithra the Savior’ was gifted to T-Amerikaans (America) by Frédéric Auguste Bartholdi of France in 1886. Freddy was a 33rd degree (master) Freem@son and you now call Mithra your 'Statue of Liberty'. She is literally the symbol of this nation and is making her second coming at the time when the economy has been utterly destroyed, your politics have been weaponized against you, your courts have been utterly corrupted, your people have been openly attacked with bioweapons, your country flooded with 20m illegal aliens and your police have been defunded & refuse to arrest criminals. All by design and deliberately manufactured. Albert Pike, 33rd degree (master) Freemason stated: "Whenever the people need a hero, we'll supply him." Almost as if Freem@sons plan TO role out some very hard times to achieve a certain agenda. Oh, that's right, Pike also stated this: “We shall unleash the nihilists and the atheists and we shall provoke a great social cataclysm which in all its horror will show clearly to all nations the effect of absolute atheism; the origins of savagery and of most bloody turmoil. Then everywhere, the people will be forced to defend themselves against the world minority of the world revolutionaries and will exterminate those destroyers of civilization and the multitudes disillusioned with Christianity whose spirits will be from that moment without direction and leadership and anxious for an ideal, but without knowledge where to send its adoration, will receive the true light through the universal manifestation of the pure doctrine of Lucifer brought finally out into public view. A manifestation which will result from a general reactionary movement which will follow the destruction of Christianity and Atheism; both conquered and exterminated at the same time.” Sound familiar? If I were going to infiltrate a world & pose as the savior of the peoples that would be allowed to take the last tiny bits of freedom from them in return for pulling them out of a hellscape, I would first reduce them all to the most quivering and broken mess possible just shy of their death, and arrive like a knight in shining armor. Think a hundred-vehicle motorcade, 500 special-ops swat team & my own rolling hospital. When Trump had to go to court in New York it cost them something like $25m to lock down the city for 1 appearance. Nothing gets more high-profile than that anywhere. You've been under predictive programming since the day you were born for this time when the 'antichrist' would appear (that would 'loose his demons' and tear the world asunder), and also for the 2nd coming to 'save humanity' at the same time. But what you weren't told is these will secretly be the same person. Of course everyone will think it was "Barack" who brought about the destruction because Dolores Cannon alluded to it, but who is actually 'showing you a movie' right now while secretly holding the office of CIC and allowing millions of aliens across the border? Because he's your real border czar. This is Armageddon, you're in the 'little season of satan' (Satain). The 1000 years of heaven-like reign ended around 1893, and your entire life has been inside of what you could call hell, where you are literally surrounded by demons you believe are human because they look like you. You know more demons than you do humans. This is actual reality, not fiction. Take at look at Not Op Cue's article on the heavenly heritage of Trump, suggesting why he is the reincarnation of jesus. The evidence is overwhelming. The Lincoln Kahlooni Druze Minority Bloodline: The Jesus Strand Video 👉 11:11 I had just flown in from half way across the world to meet up with the keeper of the Tara earth simulation for a mission that would involve some of the most astonishing things I would ever live to see in this life. It was getting late and we were talking in a dark, cramped trailer that the keeper and crew had been reduced down to, illuminated only be a couple of small candles. They had been trapped in an area where they were not allowed to escape from by the Anunnaki hybrids. The dark agencies had frozen their bank accounts, forced them out of their compound and left them homeless for the past few years, on the run daily. My mission was to escort them away from that area to a safe space, as the others who had tried to break them free previously had been maimed and even killed. It took 2 years to pull off, 7 months of which living in a car, but the mission was successful. [That's a story for another time, when I am allowed to talk about it. It involved crazy metaphysical anomalies, black helos, giant venomous snakes (I know that sounds crazy, but the whole thing was way crazier than just that), a cross-leyline vortex acting as protection at the safe house we directly on top of, massive aerial DEW attack, fire tornadoes and 'celestial' escorts. None of this is fiction, just to be totally clear.] I was extremely interested in duplicate numbers on my clocks I was seeing 2-3x everyday and wanted to know what they meant. As the words were coming out of my mouth about this, in the relative darkness suddenly my phone lit up all by itself for no reason with the time in large numbers at 11:11pm, apparently to prove to the keeper I wasn't making this phenomenon up. What is that? I was told duplicate numbers are a distraction, to not give them mind, as it is just numerology the system uses in what I took to mean it is part of the complex mechanism of our simulation that hypnotizes us to keep us from being clear and aware to decipher the holographic illusion around us. The more awake we are, the more the system will flash out 3:33 or 11:11 to put you back to sleep by distracting you from the moment that is taking place in front of you. Such as when the most heralded man in the world shares a video depicting a giant cross which insinuates the 2nd coming of the christ (the Kryst or Krystos, is the series title of the Human Elohim eternal-life bloodline and is not 'a guy'). Discernment is more critical now than any other time since you were born. Pay attention, keep your vibration high and know that the next step is you moving on to the next level of the simulation where Lucifer and Satain will no longer be part of your world. This is but a short time to test which path you want to take moving forward is all. It is the 'sifting' phase of humanity at the end of the final long-cycle of human evolution. If you resonate in fear, hate, anger, you lose. React in love, appreciation, kindness and compassion and never give in to the devolution. You can do this. See my article 👉 THE WORLD TOMORROW for more on what to expect moving forward into your next experience. And yes, you always move on to a new experience, because you're an eternal spirit essence having a human experience in this one drama. The dramas never run out or get too boring, because there are trillions of ways to stage 'living a mortal life'. For more on the separation, see my articles: 👉THE SEPARATION 👉DESTINATIONS AFTER THE SEPARATION 👉THE SURGICAL SEPARATION OF THE 2 PLANES See the second part to this thread in my article: 👉TRUMP, THE ANTIKRYST PT 2 On X, to search for my articles, simply type in the name of the piece, enter one space, then from: & my username in parenthesis such as shown here: THE HISTORY OF THE CHIMERA PT 1 (from:iontecs_pemf) Off-site, you can look up any of my writings through this link below for my other more than 100 recent articles and many thousands of comments on X, regularly updated thanks to Justin This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.

W.R. Schock, QBD

133,049 просмотров • 1 год назад

TRUMP, THE ANTIKRYST? On 8/28/24 Donald Trump posts this video of a cross. What does that really mean, and why at exactly 11:11? Does anyone understand what the cross really is? It's an unfolded tesseract, also known as Metatron's Hypercube. Who is Metatron? It is one of Thoth's many names across the ages. He was also known as Hermes, son/daughter of Enki Lucifer. And while I've never had it explained to me in absolute detail, there is reason to believe this Anunnaki shape-shifting hybrid could be one and the same as Marduk Lucifer Satain. An awful lot of water has gone under this bridge since the Leviathans arrived 798k years ago, so each of the Babylonian fake gods could have thousands of different personas and names by this time. In any case, Marduk appears to be the leviathan that keeps reincarnating over and over as the savior of mankind. His/her most recent being the 'jesus' character that poses as if being Jesheua Sananda Melchizedek that is one of the guardian alliance team who came to restore the purity of the bloodline of the Human Elohim development that are in captivity here in the Tara earth simulation, and really could walk on water. Identity theft is always the middle names of all your captors. It is what they do to maintain control over the sheep. Like I've said countless times now, Sananda is not 'god' anymore than you are. He is not a savior of mankind, he is here on mission to help your avatar's vibration reach sympathetic harmonic resonance with the 4th dimension to help you escape. By having children with human females carrying very pure human DNA, those children will multiply and raise the vibration of the plane, making your chances that much better to make this ascension happening now. We do not worship Sananda, and unless you like playing subservient to others, you won't either. He is still here, and so are your captors. The ancient false gods of Babylon never left. They just keep taking different forms under different names, hiding in plain sight. They have MANY bodies here. Some are identical to each other, some look totally different. I know because I've met them and had them explain to me who they were in ancient times and what really happened that is totally unlike the his-story you've been told. Sometimes they allow you to know who they really are, such as they did in Babylon, but most of the time they're posing as regular people, just like you, so they can infiltrate human spaces, rise to positions of great influence and steer the masses. Who is Donald Trump? Do you know anyone alive who is more adored, more worshipped, more feared than the Donald? No. He's the most famous person alive. And why is that? Because he's the most perfect person on the plane? Hardly. He's also famous for grabbing women by the pussy. It is because he's using psychological manipulation he knows at a master-class level because he has unbroken recollection of his time across hundreds of thousands of lives. So his mental 'magic' is simply knowledge and wisdom humans could never possibly even understand, much less duplicate. It is a form of very powerful hypnosis. There is overwhelming evidence now that Trump is considered the king of earth as you will see in the masterpiece film by Good Lion Films. His 'capitulation tour' in 2017-18 made it clear he's the one in charge. 👉 Not just this, but Trump was officially crowned the 'Messiah of Jerusalem' they had been waiting to return for thousands of years. That's right, this really happened. He is 'ben David' (son of King David). Something I know a bit about, since that's my avatar's bloodline I'm in here for mission reasons that has to do with the Co-Evolution BioRegenesis Treaty that gives 'J3wish' people a mechanism for ascension. [For more see my article: THE TWO CHRISTS] 👉 Trump is also a time traveler. Believe or don't believe, but I now have far more than just a few examples that prove this to be fact. He also has multiple other bodies he uses at the golf course, at rallies, and Mar-a-Lago that are clearly different weights, heights, ages. Here is one that is much older than the ones we see in the spotlight. Who has the technology to do all these things? The Anunnaki. Word has it that Trump has been working with the Anuhazi Elohim during his entry into politics. I would suggest he's been working with them for 798k years. They are known as the fallen angels, the original captors of this simulation. All the invader races (over 50 species) have been working together as a single team to enslave humankind since the hostage began over 1/2 billion years ago. I don't profess to know who each of these actors really were in the last drama, or Babylon, Greece, Rome and countless other eras, since, as mentioned, it is a 560 million year story involving quadrillions of events and dramas, but you likely understand what I'm trying to say is we're dealing directly with ancient gods here, not 'business men' or 'politicians'. These people held lightning in their hands last time they decided to let us see them for who they really are. Thoth could literally fly when he was using the name Hermes and there's no question he still can. As briefly reference above, the cross he released this morning is secretly the Nibiru Scalar Vibrational Mechanics platform called a tesseract or hypercube, in unwrapped form. If you fold it back into a 6-sided cube again, you're seeing the shape of the device that powers our counterfeit hologram. You will come to learn at some point that every geometric shape is an operating system, not just a form, called the Platonic Solids in science. Which is why grown men pilgrimage to Mecca to walk around the Kaaba, wearing a little black cube on their forehead. So don't think the cube cross is only worshipped in America. Metatron's Hypercube is used at CERN known as ALICE that keeps you inside an artificial reality called the 'Beyond The Looking Glass Chimera Reality Simulation'. Typically you'll hear the keeper refer to it as the Chimera Reality for short. All down through your current history, the cross has stood for purity, perfection, and hope that one day the savior would return and usher in a utopia, when in truth, it was the very symbol of your eternal enslavement. They keep rolling out this same savior trope, civilization after civilization, always with a different face of the program, but always the same hope. Hope, by the way, is a weaponized spell that was designed to keep you perpetually in bondage and trudging forward like a good little slave, doing your job because 'one day he will return and THEN by golly, he'll save us all'. These are all the same guy/girl. When Sananda (I'm not talking about the fake jesus here) said 'come out of her my peoples', he meant stop falling in line with the prison machine you're trapped in. Stop acquiescing to your own enslavement. I was told in person that humans 'have to rise up and take their world back or they will never move forward'. It means letting go of fear and stand up for what is right. Enslavement of any kind, is not that. The great deceiver will fool 'even the elect' is not a fictional claim in the M@sonic bible for entertainment. They have to tell you what they're doing in order to have you cast that reality they want to play out in your world. The person who wrote the bible also wrote demonology. [For more on this subject see my article 👉 THE SCIENCE OF PREDICTIVE PROGRAMMING and the 2ND COMING] Why would that be? Because the bible is the most elaborate talisman on earth that hypnotizes those who read it, enslaving their minds to passively accept the chimera reality, so when the simulation glitches, you will second guess yourself instead of the holographic world around you. "Did I just see a bird in the sky not flapping its wings and remaining perfectly still? Of course not, that's preposterous." Mithra the savior was gifted to T-Americaans (America) by Frédéric Auguste Bartholdi of France in 1886. Freddy was a 33rd degree (master) Freem@son and you now call Mithra your 'Statue of Liberty'. She is literally the symbol of this nation and is making her second coming at the time when the economy has been utterly destroyed, your politics have been weaponized against you, your courts have been utterly corrupted, your people have been openly attacked with bioweapons, your country flooded with 20m illegal aliens and your police have been defunded & refuse to arrest criminals. All by design and deliberately manufactured. Albert Pike, 33rd degree (master) Freemason stated: "Whenever the people need a hero, we'll supply him." Almost as if Freem@sons plan TO role out some very hard times to achieve a certain agenda. Oh, that's right, Pike also stated this: “We shall unleash the nihilists and the atheists and we shall provoke a great social cataclysm which in all its horror will show clearly to all nations the effect of absolute atheism; the origins of savagery and of most bloody turmoil. Then everywhere, the people will be forced to defend themselves against the world minority of the world revolutionaries and will exterminate those destroyers of civilization and the multitudes disillusioned with Christianity whose spirits will be from that moment without direction and leadership and anxious for an ideal, but without knowledge where to send its adoration, will receive the true light through the universal manifestation of the pure doctrine of Lucifer brought finally out into public view. A manifestation which will result from a general reactionary movement which will follow the destruction of Christianity and Atheism; both conquered and exterminated at the same time.” Sound familiar? If I were going to infiltrate a world & pose as the savior of the peoples that would be allowed to take the last tiny bits of freedom from them in return for pulling them out of a hellscape, I would first reduce them all to the most quivering and broken mess possible just shy of their death, and arrive like a knight in shining armor. Think a hundred-vehicle motorcade, 500 special-ops swat team & my own rolling hospital. When Trump had to go to court in New York it cost them something like $25m to lock down the city for 1 appearance. Nothing gets more high-profile than that anywhere. You've been under predictive programming since the day you were born for this time when the 'antichrist' would appear (that would 'loose his demons' and tear the world asunder), and also for the 2nd coming to 'save humanity' at the same time. But what you weren't told is these will secretly be the same person. Of course everyone will think it was "Barack" who brought about the destruction because Dolores Cannon alluded to it, but who is actually 'showing you a movie' right now while secretly holding the office of CIC and allowing millions of aliens across the border? Because he's your real border czar. This is armageddon, you're in the 'little season of satan' (Satain). The 1000 years of heaven-like reign ended around 1893, and your entire life has been inside of what you could call hell, where you are literally surrounded by demons you believe are human because they look like you. You know more demons than you do humans. This is actual reality, not fiction. Take at look at Not Op Cue's article on the heavenly heritage of Trump, suggesting why he is the reincarnation of jesus. The evidence is overwhelming. 👉 11:11 I had just flown in from half way across the world to meet up with the keeper of the Tara earth simulation for a mission that would involve some of the most astonishing things I would ever live to see in this life. It was getting late and we were talking in a dark, cramped trailer that the keeper and crew had been reduced down to, illuminated only be a couple of small candles. They had been trapped in an area where they were not allowed to escape from by the Anunnaki hybrids. The dark agencies had frozen their bank accounts, forced them out of their compound and left them homeless for the past few years, on the run daily. My mission was to escort them away from that area to a safe space, as the others who had tried to break them free previously had been maimed and even killed. It took 2 years to pull off, 7 months of which living in a car, but the mission was successful. [That's a story for another time, when I am allowed to talk about it. It involved crazy metaphysical anomalies, black helos, giant venomous snakes (I know that sounds crazy, but the whole thing was way crazier than just that), a cross-leyline vortex acting as protection at the safe house we directly on top of, massive aerial DEW attack, fire tornadoes and 'celestial' escorts. None of this is fiction, just to be totally clear.] I was extremely interested in duplicate numbers on my clocks I was seeing 2-3x everyday and wanted to know what they meant. As the words were coming out of my mouth about this, in the relative darkness suddenly my phone lit up all by itself for no reason with the time in large numbers at 11:11pm, apparently to prove to the keeper I wasn't making this phenomenon up. What is that? I was told duplicate numbers are a distraction, to not give them mind, as it is just numerology the system uses in what I took to mean it is part of the complex mechanism of our simulation that hypnotizes us to keep us from being clear and aware to decipher the holographic illusion around us. The more awake we are, the more the system will flash out 3:33 or 11:11 to put you back to sleep by distracting you from the moment that is taking place in front of you. Such as when the most heralded man in the world shares a video depicting a giant cross which insinuates the 2nd coming of the christ (the Kryst or Krystos, is the series title of the Human Elohim eternal-life bloodline and is not 'a guy'). Discernment is more critical now than any other time since you were born. Pay attention, keep your vibration high and know that the next step is you moving on to the next level of the simulation where Lucifer and Satain will no longer be part of your world. This is but a short time to test which path you want to take moving forward is all. It is the 'sifting' phase of humanity at the end of the final long-cycle of human evolution. If you resonate in fear, hate, anger, you lose. React in love, appreciation, kindness and compassion and never give in to the devolution. You can do this. See my article 👉 THE WORLD TOMORROW for more on what to expect moving forward into your next experience. And yes, you always move on to a new experience, because you're an eternal spirit essence having a human experience in this one drama. The dramas never run out or get too boring, because there are trillions of ways to stage 'living a mortal life'. For more on the separation, you can search these article titles here on X, just add (from:iontecs_pemf) after the title to bring it right up. 👉THE SEPARATION 👉DESTINATIONS AFTER THE SEPARATION 👉THE SURGICAL SEPARATION OF THE 2 PLANES This message will only be seen by your eyes if not shared, and if you want to reference this article again later, you will need to cut and paste it in your own notes off line, as it will surely be erased. This is the most accurate translation of these events I am aware of at this time.

W.R. Schock, QBD

145,211 просмотров • 2 лет назад

Just in $AMD Anush "Speed is the moat"|ROCm🎙️ In the race to define the future of AI, what's the one advantage that truly lasts? It's not proprietary tech, argues Anush Elangovan Elangovan, VP of AI Software at AMD , but the sustainable speed of innovation. He explains why AMD is rejecting the "walled garden" model for its open source ROCm stack, betting that an open community flywheel is the key to victory. Listen to understand how this open strategy is designed to out-innovate closed systems by empowering developers to solve everything from frontier-model challenges to the mundane, everyday problems that define the "last mile" of AI. AMD ROCm Software: Part 1 Transcript [00:00:00] Andrew Zigler: Joining me is Anush Elangovan, VP of AI software at AMD. And when people talk about AI compute, the conversation often stops at hardware specs, but it's more than just physical chips that win the game. It's also the software ecosystems supporting them. [00:00:18] Andrew Zigler: The prevailing strategy in the industry has been to build something like a walled garden. You know, something closed, proprietary locks, developers in. But AMD is betting on an entirely different play, open source acceleration, and with rock, their open source AI software stack. AMD is building not just hardware parity, but an innovation flywheel that's powered by the community with interoperability and the freedom to scale without all of that pesky lockin. [00:00:48] Andrew Zigler: And in this world, speed is your moat and how fast you can innovate while your platform remains open, flexible, and standardize across all of its applications. That's what we're gonna explore [00:01:00] today. So Anush, I'm really excited to have you here. Welcome to Dev Interrupted. [00:01:04] Anush Elangovan: Thanks for having me. Uh, super excited to chat about it. [00:01:07] Andrew Zigler: Amazing. Well, let's go ahead and dive right in with kind of what I laid it out with in the beginning, the idea of the moat and it being about speed. I wanna unpack that a bit because that came from you when you and I first spoke. And I, and I want to know, you know, how do you define speed inside of AMD beyond just things like hardware, benchmarks. [00:01:27] Anush Elangovan: Yeah, that's a very good question. So when we typically talk about speed, everyone's like, Hey, hardware benchmark specs, right? Like, uh, memory bandwidth or, or flops. And that is one important part of it, uh, AMD does very well. With that, we do have, a, a very good history of executing on that axis. [00:01:47] Anush Elangovan: But when I say speed is the moat, it is about, uh, how we prepare, how we build the muscle to run the race for a long time and run it fast. And it is [00:02:00] not about a single point in time that you've, you've beat some you know, benchmark and, and you declare victory. It's about building the ability to consistently develop and deliver. [00:02:13] Anush Elangovan: Both hardware and software innovation at scale and do it fast, right? Like, you know, we we're increasingly getting to a point where models come out and they're, uh, you know, a year or two ago it was like, Hey, they work on AMD on day zero, which is great, but now they are performing on AMD the day it releases, right? [00:02:32] Anush Elangovan: So, what does it take to Prefetch where the industry is going? Be prepared to intercept. At that point is what you know, I, I refer to as you know, the, the speed factor in, in creating this mode, right? And the mode is just shed all things that hold you back and run as fast as you can. [00:02:53] Anush Elangovan: Uh, because the pace of innovation that is, uh, being seen in, in AI [00:03:00] industries is just. Amazing. Right? And it's like, it's transformational at at how you generate electricity. It's transformational as at how you build data centers. It's transformational at how you deploy compute, networking. It's transformational at what kind of use cases you, you know, uh, use AI for. [00:03:17] Anush Elangovan: Uh, and for that, you need to be prepared to, see what comes tomorrow and be prepared to run the race tomorrow. [00:03:23] Andrew Zigler: Yeah, it's a really great perspective because it highlights that it's not just like a checkpoint that you run through. I like how you called out, like it's not just hitting that benchmark or being the best in class at that moment, in that snapshot, it's about having a. The throughput and about having that dedication to the idea and continuing to deliver on it. [00:03:43] Andrew Zigler: It's not just crossing the threshold, but it's also being the engine. And that's what, that's what protects a business. That is the moat, because the moat is that innovation layer, the faster and more, uh, future forward. That you can work and think, [00:04:00] you know, the better. Uh, we, we talk a lot about like future forward work styles. [00:04:04] Andrew Zigler: Like what are the things I could be doing right now today that are gonna be like, way more useful tomorrow? Let, let's abandon those, workflows that are older and that kind of like, that translates into. An advantage when you work that way. You know, what kind of things have you learned working with, uh, like across all spectrums of people who would use ROCm, right? [00:04:23] Andrew Zigler: You have like the developers, but then you also have the enterprises and you have this large span of adoptees, right? So what is the, what does that look like that you learn? [00:04:32] Anush Elangovan: Yeah, so, so the way I look at it is there are gonna be pockets of different, uh, you know, cadences, right? Like, so people who are deploying in enterprises, for example, right? The validation and how long it takes for them to deploy an LLM that's secure. It's, with guardrails, et cetera, maybe longer. [00:04:52] Anush Elangovan: but you still have to go through the process and you have to be prepared to like, walk that walk to deploy an enterprises. That doesn't mean it's [00:05:00] not fast, that's as fast as you can do for that industry, right? And if you are deploying AI in healthcare, right, it's, it's got its own, uh, cycle. [00:05:07] Anush Elangovan: but in each one of these, you want to see how, like, go down to the essence of what is it that you actually have to do. And, you know, I, I, I like how you framed it. It's like it's, you shed your prior assumptions of how things are done, right. And, and you kind of build up from a, uh, first principles, uh, approach to say, this is how I could use AI to unlock, whatever I'm doing. [00:05:33] Anush Elangovan: And, and, some of it, you know, it's good to really step back and look at. Just question every part of it, right? Like right now you're getting chat GPT and, Gemini competing for like, math, olympiads and, and, uh, college, uh, reasoning, uh, tests. Right? And, and those are like that, that is amazing and increasingly like complex tasks that they're trying to do. [00:05:58] Anush Elangovan: But there may also be like. [00:06:00] More mundane things that AI could, could get applied to. Right? And, and so when we think about shedding old ways, you wanna shed it not just in like the tip of the spear. It's like, you know, I'm gonna see what's the frontier model. It's also, it could be something as simple as. [00:06:18] Anush Elangovan: How do you choose a, a movie, uh, you know, like a recommendation system, right? Or, or, uh, an automated, uh, flight, uh, rebooking system. So the moment, you know, your flight is late, uh, right now it's a notification, right? It's like, oh, you got a text message saying your flight's late. And I got that like three times this week. [00:06:38] Anush Elangovan: But anyway, uh, and, and, and, and, I was just like, okay, so if I were to rethink this. All this MCPs that we have that should be hooked up into an MCP that says, your flight's delayed. Here are your options. If you want, you know, these are the paid options. Yeah. Here are the free options. This will get you back into your you know, Toronto airport [00:07:00] tonight. [00:07:00] Anush Elangovan: Or if you stay, here's a hotel plus this, plus this, plus. It's just like, go ahead is all I should say. Versus now I'm like, okay, can someone, you know, can I call a travel agent? Can I do this? Can I go online and log into And you know, so we gotta fundamentally rethink even those like small, nuances of, things that we do that can be automated out and AI is really, really good at doing something like this, right? Maybe I just explained an AI startup idea right now. Somebody should just start that. [00:07:29] Andrew Zigler: I think you did. Yeah, you definitely did. Someone, one of our listeners is definitely going to lift that off of you. I, I, I, you know, I hate being on the receiving end of those. You feel a little helpless and then you have to like, follow the whole flow. So I know what you mean. Like I, I like how you called out that the build and this like. [00:07:45] Andrew Zigler: Where speed is your moat and the innovation layer is protecting you, is what makes you better than your competitors. How you scale that and you bring that to market. So by understanding the problems that you're solving, uh, throwing away those older assumptions, but also [00:08:00] recognizing that like. We're building every single day, new things and new ways of using stuff that we're still figuring out the implications of. [00:08:08] Andrew Zigler: And so when you have a lot of velocity and you're introducing a lot of new ideas, and maybe you have that workflow now that automatically rebook your flight off of your late flight text message, and uh, I know I would certainly use it, but you know, what kind of philosophies guide the way that y'all think about building this ecosystem to manage that stability while letting folks. [00:08:29] Andrew Zigler: Play with the speed and the assumptions and the airplane re bookings. [00:08:34] Anush Elangovan: so, so I think, you know, we need to peel one layer down, right? and the philosophy is, Hey, we, we just discovered electricity, right? And you know what we're gonna do? We are gonna make motors, uh, or dynamos, right? Like engines. Uh, sure. We don't know if it's gonna be a Ferrari that you're gonna make, or it's a a a a dump truck. [00:08:57] Anush Elangovan: That's good for doing this. But let's [00:09:00] let, which is also required, right? You need a dump truck. You need a garbage truck. And, [00:09:04] Andrew Zigler: Yeah. You need the [00:09:04] Anush Elangovan: course you need, uh, a Ferrari for a midlife crisis, right? So, [00:09:09] Andrew Zigler: precisely. [00:09:10] Anush Elangovan: But, but my, uh, point is what do we build next? And, uh, and this is what I meant by like, okay, let's, let's take those baby steps to build the. [00:09:20] Anush Elangovan: Infrastructure that's required that we know we'll have to use, right? So, so if I just discovered electricity, okay, great. Now one, how do I save this electricity and how do I use it? So there's battery technology, so you need to do something like that, right? Like so. But then you also want to make it into an actionable thing. [00:09:37] Anush Elangovan: You want to make it for like automobiles, or you wanna use it for, you know, powering, uh, entire cities. So it is that transformational. So, uh, AI is that transformational. So, if you distill down, it'll, it'll come down to how do we think about, what we can do with this this fundamental technology that, We may not be aware of what it [00:10:00] is gonna unlock next, but at least you know the next step is clear, right? It's like a dense fog, you know, it's gonna be like, it, it's the right path. You see the light, but it's kind of like out there and, and the steps you're taking are concrete and you're like, okay, this is good. [00:10:16] Anush Elangovan: I, this is better than where I was or where we were. So we are moving forward. So you can build with the. Intuition from what you see in the short term and a tactical view, but towards what you think the future is gonna be. [00:10:28] Andrew Zigler: Right. You almost like we're all in this like fog of war, right? And like you said, you're reaching out and you're trying to step through it. You could think of it too, as like you're in the dark and your hands are up in front of you and you know that. You're, you're not gonna run your face into a wall because your hands are out in front of you, but you're not gonna maybe do much better than that. [00:10:45] Andrew Zigler: So that's kind of like, I think the eco, the, the industry, the world that we find ourselves in, uh, and we all have to, then this becomes the power of an ecosystem, of a group of people working together to create that layer of, [00:11:00] uh, of establishing the [00:11:01] Anush Elangovan: exactly. And I, I, I just, instead of, you know, saying fog of war I describe it as like, you're in this. Beautiful valley with like a morning, uh, fog that's in. You can smell the flowers. You, you hear the birds. You are like, okay, it's, we are in like, uh, utopian paradise and yes, I just need to like, continue the walk, right? [00:11:24] Anush Elangovan: and then move forward with that, conviction that you're in the right spot. [00:11:27] Andrew Zigler: Yeah. So let's talk about that ecosystem world. This nice, I love how you describe it, this grassy side of a hill in the morning that's covered in some mist and maybe we can't see 30 feet in one direction, but it sure is a beautiful hill and it smells nice. And so we're all here. And why is, in that world, why is. [00:11:44] Andrew Zigler: You know, open source, their strategic advantage that y'all are going for in the AI hardware market. And, and then how does like ROCm turn that into wins for people within that ecosystem? [00:11:56] Anush Elangovan: you know, the, the way we look at it is this, is kind of like how I view [00:12:00] AI and the ecosystem, right? But, but it is for everyone to enjoy. Uh, and so we do want to make sure that. You know, it is, uh, beneficial for everyone. [00:12:09] Anush Elangovan: The ecosystem can come in and, and innovate. It's an open innovation engine. and uh, it is very different from, you know, having a walled garden with, Hey, only I know how to do this and I'm gonna do it and throw it over the fence and you can use it or keep walking, right? So we'd like to be good citizens that way, but also. [00:12:30] Anush Elangovan: Uh, it is self-fulfilling in a way, right? Like it, the, the pace at which we innovate with open source is unmatched. Like, you know, our serving engines are like VLLM and, and sg l. Those things, uh, those frameworks are like super, super aggressive in terms of how fast they come out with features and how fast they can you know, get performant models out. [00:12:52] Anush Elangovan: And that compared with what, uh, you'd get from, you know, the likes of like T-R-T-L-L-M or something is always lagging, right? Because you [00:13:00] just can't keep up with you know, 200 commits a week just on one particular model to get that model really performant [00:13:06] Andrew Zigler: And, and, and in that world where, you know, everyone can enjoy the winds of this, what kind of customer stories or innovation stories have really stood out to you and excite you about building and creating this place for developers? [00:13:19] Anush Elangovan: Yeah. So I think the parts that are super exciting for me are when when we get to see a customer that is first skeptical. Then they start a little like, okay, fine, we'll give you a chance. Uh, we do a simple, uh, POC and then they're like, huh, this seems to work. Yeah, we told you it works. [00:13:42] Anush Elangovan: You don't have to change one line of code. Really? Yes, no need to change one line of code. Okay, let's try a production workload. So then they try it. Oh, you're more performant than the competition. Yes. We're more performant than, than the competition. So how much does it cost? And we're like, oh, it's your TCO is better with, uh, [00:14:00] AMD. [00:14:00] Anush Elangovan: So again, they're like, wow, okay, good. So now how do we deploy at scale? And then we go deploy it at scale. And when they give a thumbs up on that and they say, this is good, right? That's when you know, you, you see it go full circle from like, oh, we, we've never heard about AMD to like actually deploy to tens of thousands of GPUs In the order of a few months, right? It, it, it really is fascinating to see and very exciting and invigorating to [00:14:28] Andrew Zigler: Yeah. At like a great exposure to a lot of interesting problems. And, and then people using the infrastructure, the, the technology available to solve those problems. Really specific problems by the way, that's often why they're bringing their data and AI to it, uh, is because it is really specific and important for them. [00:14:45] Andrew Zigler: And there's a, a lot I think that other engineering orgs can learn and even emulate from AMD's success and, and having this open source ecosystem and it causing this acceleration within. You [00:15:00] know, uh, customers and enterprises that use and adopt the tools and, and, and that creates an advantage. And that goes back to why we're talking and like the real thesis of our conversation today. [00:15:10] Andrew Zigler: So how do you think engineering leaders that are listening to this and obviously tapping into this great success AMD has from an open source flywheel, how do you think other, other folks building in the same space can foster that open, first, that open source oriented culture in order to, you know, accelerate their innovation goals? [00:15:29] Anush Elangovan: Yeah, that's a very good question. So the startup that um, was acquired by AMD we, we built, I mean, we started off doing iot stuff and you know, smart ring and all that, right? But in the, the end of like, uh, and not the end, the last six years of the company was building ML compilers. [00:15:47] Anush Elangovan: And ml, ML compilers are like super, uh, complicated, sophisticated, advanced algorithms, dah, dah, dah. but it was all open source, right? So our VCs were like, wait, what do you mean your core [00:16:00] IP is open source? And um, the speed is the moat applied even then, right? It was just like, yes, if you have an idea that. [00:16:08] Anush Elangovan: Because someone saw this idea that you are, they're gonna be able to catch up, then you probably have the wrong idea anyway. But if they are, you know, you execute and they're gonna catch up, that you should assume they're gonna catch up. Right? So you gotta move forward. So keeping it open source is super important. [00:16:25] Anush Elangovan: But also to your question on like, you know, the learnings from an AMD standpoint, right? If there are, hard problems, I'd say dig in and work through it, right? Like there's no way but through it, right? That should be the simple mentality. And more, uh, frequently than not. you'll see that you'll just make it through in a, in, in good form. [00:16:52] Anush Elangovan: But if you doubt it and you're like, oh, I don't know if I should commit, if I'm, I, you know, what should just commit to do the right thing [00:17:00] every step, right? Every step, and just keep taking one step in front of the other. And in no time you'll see that you'll be running. Right. And, and yes, the first few steps will be like, yeah, everyone's complaining about your software quality. [00:17:15] Anush Elangovan: Everyone's complaining about this and that, and it doesn't work. And, and a few steps in, you know, you get, you get the hang of all the complaints that are coming in. You get the feedback loop. You're like, okay, what, what are you prioritizing again? One step in front of the other, right? You just keep knocking that out and then you get to a point where you're, it just becomes second nature, right? To do the, to do the right thing. And, and then yes, if someone gives you two options, you'll be like, fine. This is, uh, you know, there's always the resource trade off. There's always a human capital trade off, but what's the right thing to do? of course, I, I'm pragmatic about what we choose, but, but if the right thing for your long-term success is dig in, go first, principles, make it [00:18:00] happen. [00:18:00] Anush Elangovan: Well. Then just go for that. There's, there is no shortcut to [00:18:04] Andrew Zigler: acknowledging, you know, how it aligns with your mission, your core company goals, and what you're looking to achieve. And, and I, I love how you rightfully called out that in the open source world and you know, you have your technology that you've built, what you think is your moat upon, right? [00:18:22] Andrew Zigler: It's your code and, and to open source that, or to just make it where anyone could peer in is, you know. Scary in one regard, but two, it just kind of feels like you're handing away your throne room in some kind of sense, a very direct feeling sense. But the ultimately, you were really right to call out, and this is something I think about all the time, that the real power there is still the speed This the speed. [00:18:42] Andrew Zigler: That was the moat at the beginning of our conversation. It's the speed in combination with your. Very specific domain understanding of what you're building and what you're creating, and your new role as the steward of that world and how people plug into it, which [00:19:00] has frankly, a lot more influence and power than lording over a closed. [00:19:04] Andrew Zigler: You know, repository or an ecosystem, and like you said, like throwing things over the wall. Sure. There, there might be people always on the other side of that wall, but you're not gonna have a great connection with them. You're not gonna be able to really clearly understand them. I, I like your metaphor of the side of the field of the mountain a lot more. [00:19:23] Andrew Zigler: But, but in the, in this world, you know, where. That speed is, is the power and, and open source is just one way that you can harness that speed to get really far ahead and to innovate. , There's other parts of this equation that you can be experimenting with too, and I'd love to pick your brain about them as a software leader and, and, and one of them is about looking forward and kind of understanding that future that we're all building towards and beyond today's models and hardware. [00:19:48] Andrew Zigler: You know, what do you see as the next major bottleneck or opportunity in the AI compute space? As, as you know, enterprises and folks start to get a little more mature about what's available to [00:20:00] them. [00:20:00] Anush Elangovan: Yeah, I think, the bottleneck and opportunity is, uh, what I'd call, call walking the last mile of ai. Right. Uh, and like I I, I gave you an example, uh, previously, but, but it's similar to that. It's like there are cases where Humans have so many, uh, things to do in your day. You know, like the, if we sit down and actually had a customer focus like, okay, these customers lives, I'm gonna save four hours of this customer's life. And if you actually sit down and look at all of that, it'll be. Easily automatable, easily you know, uh, applicable, uh, for ai, right? [00:20:39] Anush Elangovan: Like, but then making it happen is gonna take a little bit, right? It's like maybe it's, uh, paying your utility bill, right? Or something like that, right? Or, or, your healthcare explanation of benefits. Uh, like, I'm sure you get an explanation of benefits, and I'm like, I, I don't even know what that thing is. [00:20:55] Anush Elangovan: It's just like EOB and like. [00:20:57] Andrew Zigler: it's a big, a big old PDF. Yeah, [00:21:00] exactly. [00:21:01] Anush Elangovan: Like, like, I'm like great straight to the, uh, shredder, right? And but that could be, you know, automated with the ai, right? It, it, it'd be like, Hey, the summary of this thing is you went and visited this day. Everything is okay. Everything is paid for, so don't worry, it's not a bill. [00:21:17] Anush Elangovan: That again, the same, uh, thing, but the sense of what that information overload is could be. Digested by ai, uh, accumulated over time and retrieved when you need it. Like, I don't, I actually don't even need to know this EOB right now, unless of course, whenever I need to know it, that maybe, you know, like for some benefits I need to figure out what do, what did I do over the past year and how do I apply it? Source:

Mike

15,248 просмотров • 10 месяцев назад

In 1998, Warren Buffett and Charlie Munger spent 4 hours explaining why the smartest people in finance keep going broke. It might be the most valuable finance lecture ever recorded: 1. The smartest people in finance went completely broke. Long-term Capital Management had 16 people with possibly the highest average IQ of any firm in the country, 350 to 400 combined years of experience, and most of their own net worth in the fund. They still went bankrupt. Buffett said if he ever wrote a book it would be called why smart people do dumb things. 2. Life and markets have no relation to sigmas. Buffett keeps a 1901 newspaper on his office wall. Northern Pacific went from $170 to $1,000 a share in a single day when two buyers accidentally cornered the stock. A brewer who had shorted it, facing a margin call, dove into a vat of hot beer. That man probably understood sigmas and knew such a move was impossible. Buffett has never wanted to end up in the vat. 3. Beta and sigmas tell you nothing about the risk of going broke. the LTCM team relied on mathematics and believed a six- or seven-sigma event could not touch them. they were wrong. history does not tell you the probabilities of future financial events. the real risk is a permanent blind spot in something crucial, often caused by knowing a great deal about something else. 4. To a man with a hammer, every problem looks like a nail. Munger's explanation for why brilliant people do dumb things. They learn a set of mathematical techniques and then twist every problem to fit the solution they already know. Combine that with a poor grasp of history, and you get people with advanced degrees blowing themselves up. 5. To make money they did not need, they risked money they did need. That is just plain foolish, Buffett says, no matter your IQ. Hand him a gun with a million chambers and one bullet, offer any sum to put it to his temple and pull once, and he will not do it. there is nothing on the upside that justifies the downside. people do this financially all the time without thinking. 6. The major banks all had risk models and had no idea what they owned. they met weekly at risk committees, printed all the statistics in neat columns, and did not have the faintest idea what risk they were carrying. The rare and essential quality is someone who can contemplate perils that have not popped up yet, the ones no past model contains. 7. A chief risk officer often just makes you feel good while you do dumb things. munger compares him to the Delphic oracle who convinced the Persian king to attack. he has a PhD and does advanced math, but he tortures reality to defend a model that does not hold under extreme conditions. all that computation makes you feel like you clobbered the risk when you have only clobbered your own head. 8. The whole quant risk system just changed the shape of the curve and kept going. Munger notes the business schools "improved" by throwing away the Gaussian curve and drawing a different one. They talk about fat tails now, but they still have no idea how fat to make them. he and Buffett always knew the tails were there, and used to roll their eyes at the risk-control people at Salomon. 9. Never risk what you have and need for what you do not have and do not need. Buffett will not explain to his family, who hold most of their net worth in Berkshire, that they went broke on a 100-to-1 gamble. Their returns get penalized 99 years out of 100 by being too conservative, and in the hundredth year they survive when others do not. 10. Build the business so that if the world stops working tomorrow, you have no problem. Berkshire double-layers its protection. First, they behave so no rational person questions their credit, then they hold so much liquidity that if the world suddenly hated their credit, they would not notice for months. It gives up higher returns 99% of the time and survives the one time others do not. 11. The real danger is a risk that has never happened before. Buffett wants someone who can imagine perils that have not yet appeared, the ones no model contains. The major institutions all had models, and that inability to envision the unprecedented is exactly what proved fatal. He and Munger spend a lot of time thinking about things that could hit them out of the blue that others leave out entirely. 12. Investing is simple, but not easy. The framework is not complicated. you did not need a high IQ to buy junk bonds in 2002 or stocks at low multiples in 1974. you just needed the courage of your convictions and the willingness to act when everyone else was paralyzed. Following logic rather than emotion is obvious, and yet some people find it almost impossible. 13. You cannot get rich with a weathervane. Buffett and Munger pay no attention to predictions about the economy or the market. People love predictions, entire industries are built on them, but it is like the king hiring a forecaster to read sheep guts. They have never made or avoided a single business purchase because of a macro view. 14. Name one super-wealthy economist. Munger's challenge. All these economists with 160 IQs spend their lives studying markets, and you cannot find one who got rich buying securities. Even Keynes tried to predict the credit cycle, broke a couple of times, and only did well once he switched to buying good businesses cheap and concentrating. 15. Focus only on what is important and knowable. Some things are important but unknowable, like whether someone drops a nuclear weapon tomorrow. Some things are knowable but unimportant. You narrow your attention to the small set of things that are both important and knowable, and you ignore everything else. 16. The market is there to serve you, not to instruct you. This is Graham's chapter eight, and Buffett calls it enormously important. When people talk about momentum or charts, they are saying the market instructs you. It does not. It just quotes prices. When it does something silly, you get a chance to act. Otherwise you go play bridge and check again tomorrow. 17. You can make a decision in five minutes or not at all. Buffett and Munger act fast because they rule out enormous territory in advance. Munger blots out startups entirely, and half a dozen other filters, so what remains is small enough to judge instantly. If they cannot decide in five minutes, they will not learn enough in five months to make up for going in deficient. 18. You can make a lot of money on a Sunday. Buffett said the calls you get on a Sunday, when things are truly screwed up, are the ones you make money on. All you have to do is be the collie and not the caller. You never get in a position where the other party can call your tune, so you can always play out your hand. 19. You are not right because others agree with you. Ben Graham said you are neither right nor wrong because the crowd disagrees. You are right because your facts and reasoning are right. Being contrarian has no special virtue over being a trend follower. All that matters is whether the facts are correct and the logic is sound. 20. Know where the edge of your circle of competence is. Buffett says the size of your circle does not matter. Knowing its perimeter does. You do not have to understand 90% of businesses. You just have to know something real about the few you actually put money into, and honestly recognize the ones you do not understand and walk away. 21. Intrinsic value is just the cash a business will produce, discounted back. Buffett thinks of every business as a bond with coupons that are not printed on it. Your job as an investor is to estimate those future coupons. If you cannot estimate them, like in a high-tech company, you pass. Investing is putting out money to get more back from what the asset produces, not from selling it to someone else. 22. The best businesses earn a royalty and need little capital. Coca-Cola sells a formula and takes a cut of every drink. Magazines like People operate on negative capital because subscribers pay in advance. The great businesses are the ones that can grow very large while needing almost no capital, which is why consumer businesses with pricing power are so valuable. 23. You only have to find one good idea, not twenty. Munger said you cannot find twenty deeply mispriced things, and Buffett agreed you do not need to. You do not have to have tons of good ideas in this business. You just need one good idea that is worth a ton, occasionally. For small sums, Buffett said he would have been 100% in Korea a few years earlier, where great companies traded at three times earnings. 24. The trick is measuring everything against your best opportunity. Munger calls this opportunity cost, the doctrine from the first page of the economics textbook that modern portfolio theory somehow ignored. Once you have found the best thing you understand, you measure every other option against it. The higher your default option, the more you can reject. 25. Modern portfolio theory is, in Munger's words, asinine. Most people will not find thousands of equally good things. They will find a few where one or two are far better than anything else they know. The right way to invest is to concentrate on your best opportunity cost, not to diversify into mediocrity because a model told you to. 26. Big opportunities must be seized, and seized big. Buffett says imagine you got a punch card with only twenty punches for your whole life, one per financial decision. You would think hard about each one, make fewer and better bets, and probably never use all twenty. The discipline of scarcity would make you rich. Dabbling in a bull market because it is easy is how people lose. 27. America has always been full of reasons to sell, and wrong every time. Coca-Cola went public in 1919 at $40, dropped to $19 within a year, and then faced the great depression, World War, and atomic bombs. One share reinvested is worth millions now. The country's opportunities have always won out over its problems. It is investors, not the economy, who tend to be their own worst enemy.

Jaynit

104,045 просмотров • 2 месяцев назад

The most epic 13 minute AI rant I've heard in 2026 PS: My parent's heard this when I was playing it in the car and thought Jason ✨👾SaaStr.Ai✨ Lemkin went OFF like Stephen A Smith does on first take PPS: Full transcript below [17:00] Harry Stebbings: I I just wanted to ask Jason, if the people that we want are fundamentally different, the developers that we used to hire, we don't because AI writes the code for us. The marketers we don't want, the sales people we don't want—who who do we want genuinely? Like what is the attractive profile? Because your Anthropic’s and your OpenAIs are hiring, so so what are the people that we want in the companies of the future? [17:18] Jason Lemkin: Look, I know it sounds trite, but but the answer is simple. It's just the expression each year changes. We want folks that are genuinely AI fluent. It's pretty simple. Now you know, maybe last year we called them prompt engineers, right? That used to be a job. I don't know if you remember that actually used to be the hottest job on planet earth. Now no one needs a prompt engineer because it's pretty easy to prompt all these tools. That job died. Okay. Um and now we need go-to-market engineers. Um I think that job's going to die. We need—everyone needs so many forward deployed engineers. Like you can't hire enough forward deployed engineers. But uh you know um but Palantir just announced in whatever their their big their big event—they've gotten their deployment times down over 90% with forward deployed engineers. So that may become—so the this wave of disruption for the titles and the specificity, it's also exhaustingly accelerating. But it's really simple. You meet anyone for any role—sales, marketing, engineering, product, QA—they're they're either they're either they can't keep all of the ways they use AI to accelerate their job from spewing out of their mouth, or they're staring at you. It's there's nowhere in the middle. Like, and the person that comes in and says—it's it's it sounds Captain Obvious—but like, you know, you just had the whatever from Lovable, the the marketing head that was super popular on the show, right? She's just spewing AI-native insights into Lovable, right? It's not that complicated. You hire her, Elena, or whatever it is. You just hire her. It doesn't matter whether she's still in college or a junior or a senior or a middler, a left or right. And honestly, if you interview people, I would say of all even of the best startups I've invested in, maybe 30% of the management team meets this standard at best. 30%. Maybe less. And of the interviews I do in general, it's single-digit percents. It's just and in in that sense, it's the same as ever. Like you either lower the bar in hiring or you hire someone that's actually great. And someone that's actually great is so far ahead of you in how to apply to to employ the efficiencies of AI in their role, your jaw falls on the table. The difference is we used to need warm bodies. That's what's changing. We used to need warm bodies to answer the call, to do QA, to do code review, to to get the blue pixel to go from the upper left to the lower right. You laugh, but you need you literally needed to brute force this with humans. With AI, every day that goes by, the AI—you do not need brute force human beings on your team. And that's another reason they're shrinking. Why are all these new companies so efficient? They're just not brute forcing things with humans. They're just not. They're choosing not to. And so these team—all the brute forcers out there—everyone talks about how bloated teams got in 2021. I don't agree with that. I think they got as big as they needed to be when growth was high and you needed humans to do everything. All you look at these teams that that doubled—well if growth continued at 60% like the rate in early 2021 for 5 years or can help me do the math and every single thing a software company did required a human. You were understaffed by your 2021 headcount. You'd be sitting here in 2026. You every office in SoMa would be triple packed and you there wouldn't be enough humans to staff your company. It's just the world changed. [20:33] Harry Stebbings: Jason, you live on the bleeding edge. I think me and Rory see that and I think the world sees that when they hear you every week in terms of how you run SaaS. For all of the CEOs and execs who listen to the show, what would you advise them in terms of determining whether someone is AI fluent when they meet them for jobs, for talent? [20:51] Jason Lemkin: Here's I realized I was just asked this. I just did a review with a super fast startup growing just crossing 100 million and I was asked this question. And one of my favorite executives, I thought his answer was pretty dated and because he gave me an answer that was about 6 months old. The answer 6 months old is: "I look for folks in my team, I look for you know at what tools they play with." Okay, that was a great answer in like summer of 2025. Okay, I tried Lovable last week. Okay, the answer in 2026 is: "What commercial AI tool have you brought into your organization this month?" That's the test. Anyone that is on the bleeding edge that you would want to hire—now there are so many great products in the market. Okay, there is no excuse in any role to have not brought one tool a month into your organization. Okay, there—now there's going to be better and better tools and better and better products as the year goes on. What's the one you did? And you will see folks with their deer in the headlights to this question. What what sales tool? What marketing tool? What product tool? What engineering tool? What did you bring in? Why did you pick it? How does it working? Because if you're at remotely at the cutting edge, you're all over this. You're looking for the next agentic tools that will radically improve how you do business. This is—you think everyone thinks SaaS is at the bleeding edge, right? You know, you know, all we do is we're just looking for the tools and trying them. Okay? Okay, we're one year ahead of everybody else because we did the simplest thing in the world. Like we tried the tools early and we trained them. We trained them for a month. Okay, I'll give you—want hear a horrible example from this week? Super hot AI company valued at 6 billion. Okay, I'm not going to name it. Um, this week yesterday told us we had to quadruple what we spent on their product. Okay, their agent told us, right? And why did this happen? Okay. Well, at this $6 billion company, no one had trained the agent on its pricing properly. No one had tested it. They said, "Well, well, we've been in beta." And we said, "Well, when did the beta launch? A year ago." Okay, these are people asleep at at the wheel. You want somebody who the instant this comes up, they exactly know what the issue is. And "Hey, when I was at Lovable Replit, we trained the agent. This is how we did it. I brought in this tool. I brought in this tool that that Rory invested in last week. It solved all these issues." That's what you want to hear. And if they haven't brought in a tool in the last 30 days, at least deeply evaluated it. I don't really care whether they bought it, but gone so far down the funnel they can tell you—pick whatever tool: Fixie, Regie, GC, AIGC—I don't care how you went through it, you looked at it, you can tell me the eight ways it would improve the productivity of your business and three you didn't. Just don't hire that person because they're going to run your company to the ground. This is the job today. The job today is not to screw around on ChatGPT and to be a prompt engineer. The job today is to bring the best AI and agentic products into your organization and leverage all the hard work that the engineers have done building those products. That's your job. You don't have to screw around. You don't have to be a prompt engineer anymore. You have to be an agent deployment expert. A—this is the new job we're making up today. An Agentic Deployment Expert. That's your job from C-level to junior. Agentic Deployment Expert. Don't hire anybody else. You're going to regret it. They're going to stare at the camera. He's good. Stare at the camera. He's honorable. We could probably just I could slip away, get a coffee, and come back. No. And I I sound exasperated, Rory. And I—but the reason I am is I can just see I can see my best companies doing it. And I can see some companies I've invested in not doing it. And I want to cry. I just want to cry when they have no ADs on their team. I just—like you're flushing your years of your life down the toilet by not approaching your how you're building this company this way. [24:33] Rory: Yes. And at the risk of being positive, it's worth pointing out two things he didn't say. Well, something implicit why he said—Jason didn't do the only hire, you know, he didn't commit the um employment law, I think it's a civil penalty of saying only employ people below X who get the new new thing because he implicitly said anyone can do it provided you're willing to learn. And I think that's the big aha that's one of the positive statements to make here right? Look and I think it applies—I'm always wary of being "Hey, coming across, hey this this is the things that you all have to do." I think it applies to everyone including investors right? I mean I will say I have found that unless you're willing to invest the time learning these tools you actually shouldn't be investing in them. One of my partners Andy had this expression: "You know, if you decide you want to stop learning new things you probably should retire within 6 to 12 months and never write another check again." Maybe that's down to 3 to 6 months at this stage, right? And I think, you know, it's— [25:27] Harry Stebbings: Yeah, I actually I actually had a meeting with mine and Jason's biggest investor the other day and I—pretend he's not here—I said I think he's the most equipped investor for this generation of investing because I don't think anyone quite sits at the bleeding edge like he does on the investor side. [25:42] Harry Stebbings: Why in terms of using the equip stuff? Yeah. Yeah. In terms of using the stuff, understanding understanding bottlenecks, constraints. For sure. [25:51] Jason Lemkin: But can I just add one point? We can just cuz it's so important if it helps people. Okay, we are—and thank you Harry. We're going through these phases. Okay, and when AI started to blow up for real for us, uh call it early 2024, right? Maybe late '23, I wasn't equipped. It was too technical. I wasn't going to go in and figure out—I wasn't smart enough to figure out how to deal with a massively hallucinating LLM API and turn that and turn that into something magical. Kudos to investors and others that that got it in early '23, '22. I mean I remember I—I guess it was maybe SaaStr Annual '23. I was with David Sacks and I did a Q&A and I said, "How you thinking about AI at Craft?" He's like, "Well we're all in. We want 80% of '23 of investments to be AI." I'm like, "Great but like show me the show me the great ones in market." He's like, "They're all prototypes. We're all they're all they're all proof of concepts but we're all in anyway." That's where you kind of had to be in '23 if you weren't investing at like the LLM level. Okay, I wasn't smart enough. Then we went through this weird-ass prompt engineer era where like you you could torture these products to do something good, right? But you had to torture them. You had to like craft these crazy things that made no sense. Now we are in the era where mere ordinarily smart generalists can make these tools do magical things. And literally I go to these meetings and people be like, "I don't know how to like this is so scary. I don't know how to do this." And we show them our backends. Do you know how to do a workflow generator? Do you know how to do a a decision tree? Like we've been building these since software in the '90s. Okay, if you—I can show you all of our agents. The how they work is novel. They do have to be trained. You can't be lazy and have these agents work. But honestly, the the UI, the UX, the way we interact with them, it's just software. And so my point is: Pick yourself off the ground. This is your time now. If you felt lost in AI era, if you felt like you're behind, you don't understand what all these people are saying on X and Twitter and their Claude and and their and talking about all the 4.6 point Nano point and it's over—like you just it's not your world. This is your time. This is your time for the generalist that knows how to use software tools really really well. And I—this is my last point but it's so important. If ever in your recent life—and this is why you could be all you need to be is young at heart to Rory's point—if in the last three to five years you have successfully deployed a piece of enterprise software of any sort you yourself, not some agency you hired, but if you have deployed it, you can deploy any agentic tool. Any. And you can become the hero in your company and you can become the hero in your functional area. But I watch folks—I'm literally helping a company now that they're adding hundreds of sales folks this year with a new pre-IPO COO—he's not hasn't brought in a single tool, totally scared of it. Okay, it's not that hard. Did you use SalesLoft? Did you use Outreach? Did you use HubSpot? Do you know these tools? If you can deploy these tools, you can deploy a world-changing AI agent. And so this is the time for people like the folks that that were shut out of the AI revolution right now. The generalist folks that are not that know how to deploy software that don't even know how to build software. Like vibe coding for me was folks who knew how to build software, but you didn't have to be an engineer. Now, you just need to know how to deploy software to win with AI agents. That's all you need to know. So many people have these skills and they're petrified of AI. "How did you do that? How did you deploy an AI BDR?" Well, we bought a piece of software, we figured out how it worked for a day, we set it up in an afternoon, and then and then we did spend 30 months training it, which you didn't do with this old software because in the old days, we just had to manually upload all the data, right? And there was no training. The the only non-intuitive part is training these things. And it's it's it's just work. So that's why when I see folks on the management team not doing this, there's no excuse. You do not need to be technical to win with AI agents in Q2 of '26. You do not need to be even 1% technical. Not at all. So it's your time. Or you're going to get laid off. Or you're going to get laid off because you're not going to matter.

Arjun Mahadevan (Mr. LLC 🇺🇸)

37,972 просмотров • 6 месяцев назад

Apple’s iPad “Crush” Ad Is Bleak, Ominous and Threatening I don’t know if you’ve seen Apple’s just-released commercial for the “New” iPad Pro, but it’s pretty awful. It is dark, humorless, and feels like a not-so-thinly veiled threat to writers, musicians, game makers, developers, and artists of all kinds. …and children, even. I’ve watched it at least five times today alone, and I’m left with one big question. “Who on earth approved this?” It’s absolutely baffling that the world’s largest technology company, with the world’s biggest marketing budget, thought this would be a good idea. What kind of idiot—or idiots, since dozens or hundreds of people had to be involved in the writing, staging, producing, recording, and editing—felt this kind of ad would somehow create a positive emotional connection with consumers? Seriously, it’s terrifying. In a dank, cold warehouse, devoid of all life and humanity, an industrial crusher comes to life, and slowly starts destroying a collection of musical, philosophical, and artistic devices and instruments. For no apparent reason, everything starts getting smashed: first, a trumpet, then an arcade video game, then cans of paint, a piano, a globe, a metronome, a guitar… on and on it goes, obliterating everything in sight into a colorful, gooey, explosive mess. Books, camera lenses, lamps, a guitar, a sculpture, and a typewriter—all tools of the liberal arts—get mangled into a garbage heap as Sonny & Cher cheerfully sing, “All I ever need is you.” In the penultimate moment, a goofy yellow smiley emoji becomes a bug-eyed scary-clown freak as it, too, is crushed to death. Worse, if you enable closed captions like I do by default, the video says: “[POPPING] [SPLAT]” right as its eyeballs pop out of its head when Cher sings, “Give me a reason to build my world around you.” It’s enough to make a child cry. It has all the comforting vibes of the burnt pink teddy bear floating in the swimming pool on Breaking Bad after two planes crash in mid-air. I have so many questions (aside from simply wondering the names of the soon-to-be ex-employees who greenlit this abomination). First of all, as a trumpet player myself, I am personally offended that they made me watch a perfectly good trumpet get smashed to smithereens like it’s no big deal. Why would they torture me like this? Second of all, what is the message here? No, not that “the most powerful iPad ever is also the thinnest,” as the voiceover artist states in the last few seconds of the clip. I mean: what is the message? Ostensibly, pulverizing children’s toys, arcade games, architectural models, and ceramic Angry Birds into a paste implies something like “We’re taking all the best of humanity; all the collective works of Western Civilization, smashing it into pieces and putting it inside this remarkably thin device so you can have all of it in the palm of your hand.” But my oh my, is there an elephant in this room… he’s hiding behind the monstrous destroying machine. Did anyone inside Apple realize that everyone outside Apple will recognize this imagery in a metaphorical sense, but not the one Apple intended? We don’t see a crushing machine gently consolidating the greatest output of all our artistic endeavors, simply reformatted for a digital age and consumed by everyone with instant, fingertip access. We see what is painstakingly obvious to us, and the timing couldn’t possibly be worse. We see a giant, soulless machine consuming our work in a very different way. Right now, AI models are training themselves on our intellectual property and even our very own personally-identifying data. We aren’t the ones doing the consuming. We’re the ones being consumed. The tech industry has become one massive gaping maw, opening wide and swallowing everything in sight, chewing it up into little bits and pieces of comminuted waste, like a paper shredder or a garbage disposal. It’s destruction in its most literal form. And for what? For a newer version of the iPad that is only slightly thinner than its predecessor? For an only marginally improved version of Apple’s tablet device that has been around for 14 years? For increased profits? This is a terrible look for Apple. They may as well be saying: “All your work are belong to us.” Personally, I am a fan of artificial intelligence. I am eagerly embracing our robot overlords and I welcome our new CSV god (as the actual developers of AI models like to say). I look forward to the freedom and innovation that will come as a result of humanity augmenting our intelligence with AI like a force multiplier on a battlefield. But if Apple has the same perspective I do, they’re selling it in the worst possible way. When I see this video, I see that Apple is definitely crushing something… but I’m not sure what. -Crushing small companies that develop apps for the extremely heavy-handed App Store, which imposes byzantine restrictions on what they can and can’t do with their own apps? -Crushing competitors by limiting what they can do on the iOS and MacOS platforms with arbitrary and capricious rules about enabling functionalities that Apple doesn’t like, even if users do? -Crushing publishers and content creators with a punitive 30% fee on all subscriptions and in-app purchases? -Crushing choice and competition by not allowing app makers to make apps and programs that do the same thing that native apps already do, even if they do it better? -Crushing all human creativity and innovation by automating and systematizing everything? In the early days of the “Google vs. Apple” fight over the web and app stores, I was really concerned that Google was becoming way, way too powerful. Specifically, in 2015, when Google came up with “app streaming,” they announced a desire to form a “web of apps.” This was concerning. Especially when coupled with Google’s efforts to steal content from other websites and provide it to users via the “knowledge graph” results, ending up with the creation of “zero-click” search results pages, which absolutely punished website owners and content creators. By taking the most valuable content off a website and showing it to Google users without them needing to click through to the website itself, Google had essentially stolen everybody’s intellectual property with only the most minimal attribution possible (to fend off lawsuits no doubt, but with no intention of users actually visiting the website in question anymore). “Google is eating the internet,” I thought, and said out loud, (although I probably wasn’t the first person to use that phrase) But what I meant was purely an analogy. It was vague and ambiguous, almost silly. Maybe I was wrong, though: maybe it’s Apple that’s doing the eating. Maybe Apple is not only gobbling up everyone else’s work, but also homogenizing it—and us—and forcing us to use their platform, pay their fees, abide by their rules, and constantly keep upgrading, upgrading, upgrading, to an ever-thinner iPad in order to use it. Watch the video again. This is the stuff of nightmares. To be perfectly fair, even if I were to take the commercial at face value and ignore it’s off-the-charts creepiness and just stick to its one stated claim—that the new iPad Pro is thinner—it still fails as a commercial. Why? Because nobody cares how thin an iPad is. Seriously. I’ve owned an iPad since 2010: that means I’ve carried around a version of Apple’s already-thin tablet every day for over a dozen years. Never once have I said to myself: “You know what improvement I’d really like to see in this thing? I wish it were thinner.” Never. That thought has never crossed my mind, even once. You know what has? -Better battery life. -I’d like my iPad to not get hot to the touch when I use the Apple Pencil to take notes. -I wish it wasn’t so fragile: I dropped my brand-new iPad 2 back in the day when it slipped out of the arm-hold I was carrying it in, it bounced on the pavement, and the screen shattered into a thousand pieces, making it unusable. -I wish it had more storage. -I wish Apple would stop changing the type of cable connector it uses: I’ve gone from the original 30-pin connector to the Lightning connector, and now to the current USB-C/Thunderbolt connector. -I wish I could view the screen in direct sunlight. -I wish it wouldn’t overheat and turn off automatically when I use it outdoors in the summertime. Those are announcements I would welcome in a new iPad Pro commercial. None of this “now even thinner” nonsense nobody needs or cares about. So, back to the commercial. In my opinion, whoever made this ad should be fired. I almost never say that about other companies, especially for good-faith marketing efforts gone wrong… those of us who work in marketing make mistakes sometimes, and we learn from them. But cases like this warrant a special exception. Marketing and advertising are designed to make people want to buy your products. This commercial doesn’t just not make me want to buy Apple’s products. It makes me not want to buy Apple’s products, which is something altogether different. It turns me from someone who likes iPads into someone who is almost rethinking iPads entirely. That’s not just a bad advertisement; it’s a harmful advertisement. Apple’s usually known for great commercials. The legendary 1984 Super Bowl commercial was, of course, their best. I thought “Hello, I’m a Mac” was absolutely brilliant. They have made some missteps along the way, but this one is really bad. Not even their nauseatingly preachy and woke “Mother Nature” ad from a few years ago was this bad. Steve Jobs once said, “Technology alone is not enough—it’s technology married with liberal arts, married with the humanities, that yields us the results that make our heart sing.” My goodness, that last line alone is poetry itself! This ad seems to be Apple signaling that they don’t believe in that anymore. And I don’t think all this handwringing is an overreaction to where you could say “Oh, c’mon, it’s just a commercial! What’s the big deal?” It is a big deal. It tells you about the values of the company, and what they intend to communicate. Really, how is this the same company that used to sell iPhones by showing grandmas using FaceTime to connect with their baby grandchildren from afar during the holidays? Everything about it is wrong: even the thumbnail they chose for it (the bulging-eyed smiley face) and the fact that they gave it the title “Crush!” It was fun to see the reactions to the video online today. I find it fascinating that Apple shared it on YouTube but turned off the comments. On X, Tim Cook shared it Tuesday, and the video, which so richly deserves to be mocked, is getting it in spades. Some people are calling it “anti-art.” One user called it “soul-crushing,” which was about as literal and logical a response as you’d expect. It turns out Apple actually made an announcement about the commercial. In response to the (apparently unexpected) poor welcome it got, Apple wrote: “We missed the mark with this video, and we’re sorry.” Lame response from a tone-deaf tech behemoth, but still, they hopefully got the message. C’mon, Apple. I have seen the future, and this ain’t it.

Ron Stauffer

19,249 просмотров • 2 лет назад

Alright, here's the epic towel rant from tonight; And so that's what kind of tipped me off in real time. I was like: wait a minute. Is Judge Doolin ruling from the bench right now? And then I was like: wait a minute. He's ruling from the bench and ordering them to appoint a new prosecutor and potentially the Attorney General. Oh my word. How—what is this? I—this wasn't on my bingo card. Even now I'm just like: Oh my God, I can't believe he did that. Judge Doolin—in a good way. I'm just like: Oh my God, there is hope. And then to follow it up with: "Oh yeah, I'm thinking about a hearing on the contempt." Oh my God—you're telegraphing. You're going to have a contempt hearing after the Attorney General is potentially on the case. The other witnesses, however, are left in this position where they have this kind of not really well-funded—like kind of spastic prosecution, like the special prosecutors on the Kearney cases. Then you got the December 23rd, 2023 criminal charges against Aidan that were charged in Dedham District Court, 23rd or 26th or so. And that was for illegally—allegedly—recording Lindsey Gaetani and then submitting an edited version of the recording into court for some reason. I don't know why Aidan did that, especially apparently when there's an original version of the recording pursuant to some of the statements in court. And then also for intimidating Lindsey—for allegedly going over there on December 23rd, 2023—against Karen Read's advice and against his lawyers' advice, apparently, according to a leaked group chat message from Facebook in 2024—in May of 2024—going over to Lindsey's apartment. And then according to the affidavit from the search warrant for Karen Read's cell phone—allegedly telling Lindsey that she shouldn't cooperate with the grand jury. She should—she could remove information from her phone or something—that Aidan would get her a lawyer, but only if she agreed to meet with a lawyer only with him present, because she had, quote, "broken his trust." It just like—wild stuff. And that new grand jury, by the way, was apparently—it did go forward. And then in time it came out that it—that was about Karen and Aidan and witness intimidation and conspiracy, because Aidan Kearney—between October and November—really August and November of 2023—it started telling Lindsey Gaetani about his communications with Karen Read that included—in writing—Exhibit O to Karen Read search warrant affidavit, which says that Karen Read told Aidan Kearney that in November of 2023—November 28, 2023, to be specific—that Karen Read told Aidan Kearney that Karen Read and her team at ex parte conversations with former U.S. Attorney Josh Levy—which was right in the window of time that Jessica Leslie, the grand juror leaker, was leaking information. Leslie started leaking in August of 2022—which is the same month that Alan Jackson joined Karen Read's legal team. And Josh Levy—who was one of the U.S. Attorneys in charge of that grand jury—Leslie was leaking about four different cases: probably the Birchmore case, definitely the Read and O'Keefe case, definitely the CDL case. One more case. We can't really—the group of us journalists involved in this—can't really figure out. So right in the middle of that—November of 2023—Josh Levy is leaking ex parte grand jury information to Karen Read, which she's putting—she's telling Aidan Kearney about; he's putting it in writing. He just was trying to just show off for Lindsey, but you don't like—come on—like what is it? First day in the IC, bro? I'm not in the IC. I'm not part of the government. I'm a towel. But anyway—so Aidan's bragging to Lindsey, and I don't think that was a very good idea. I mean, she's brilliant and stuff, but like—why would you ever say that to her? Don't say that stuff. But anyway—like, why would you say—even if it's your significant other—unless they are read-in on the intel that you are sharing—why would you ever, ever, ever share that with someone? It exposes them to an incredible liability—which, if you love them, don't do it. It also exposes your own credibility to an incredible risk of liability. You will never be trusted by the intelligence community again. Pillow talk and honeypots are how they trap operatives. If you chase sex, they will compromise you. How can you not understand that? So if you get compromised by someone who's not an agent—just someone who's your partner and you're just telling them stuff about protected federal investigations—what do you think your reputation is going to be like among the intelligence community when you're doing that and they haven't even honeypotted you? You just voluntarily started putting this shit in writing. They're going to look at you like you are out of your mind. So anyway—Karen Read apparently is telling Aidan Kearney that she's having ex parte conversations with Josh Levy. Now, the grand jury that Leslie was leaking from was impaneled in May of 2022 when Rachael Rollins used to be U.S. Attorney in Boston. Now think about this. In 2020, Rachael Rollins and Aidan Kearney—Rachael Rollins, a hyper-liberal known for her soft-on-crime stance. We'll also hear Rollins hated Michael Morrissey. Anyway, Rollins worked with Turtle Boy to send a Republican operative named Rayla Campbell to Joe Kennedy Jr.'s events in the Senate race against Ed Markey so that Ed Markey could win the Senate seat. Now, interestingly enough, Rachael Rollins then got appointed to the position of U.S. Attorney right after that. And you might say: well, Grant, that's a stretch. No, no—because then within a few months, Rachael Rollins—part of the reason she gets thrown out of office by the DOJ OIG—is because she attends an event in Andover with—guess who?—Dr. Jill Biden, the wife of the then-president who appointed her. Now, what does that mean? Well, if you really think about the geopolitical implications of the 2020 Senate race between Ed Markey in Massachusetts and Joe Kennedy Jr.—well, one of the things you're going to realize is that—think about 2020. The leadership around Biden did not know that the chaos of 2024 was going to happen with Kamala and Biden not really being up to it. You're thinking ahead to 2024. Why? Who's your biggest target if you are a sitting Democrat and you're worried about a primary challenge four years from now? Well, what if JFK's—what is it—nephew or whatever it is—is in the House of Representatives? And what if JFK started his career in the House of Representatives? And what if that new young Kennedy with red hair and sort of a photogenic face? What if he is running for JFK's old Senate seat? What if he's on the same exact trajectory as JFK? Oh, we can't have that. We—as the Biden White House—cannot have Joe Kennedy Jr. beating Ed Markey for Senate. And how it got to the point that somebody talked to Rachael Rollins and she came up with the brilliant idea to reach out to Turtle Boy so that Turtle Boy would talk to Rayla Campbell to send her to Joe Kennedy Jr.'s events to help Markey—I don't know. But that's why I think Rachael Rollins became U.S. Attorney—someone who, in my opinion, was uniquely unqualified and fundamentally unethically un-predisposed to being able to run that office. Who then in turn immediately tried to interfere in the 2022 Suffolk DA primary between Kevin Hayden and Ricardo O'Rourke—because Rollins wanted to see her progressive vision continue through O'Rourke—so she worked with Daniel Medwed—the same professor who was involved with advocating the media on behalf of Karen Read's team. She worked with Daniel Medwed to get a story leaked about how a non-existent federal probe into Kevin Hayden—to increase Ricardo O'Rourke's chances in the Suffolk DA primary. Sound familiar? Oh, hell yeah. So anyway—between November of 2022 and May of 2023—you got this weird situation where Rollins knows she's getting forced out; Levy's going to take over the office. The people who take Rollins out are Josh Levy, Bill Abley, and still head of the criminal division—Dustin Chao, I think—still head of the public integrity unit, and then executive officer who is also the press secretary or the communications director of the office. Those four people—without being named; they're named by title—were the people who cooperated with the DOJ to take Rollins out—DOJ-OIG to take Rollins out. Now, why is that interesting? Well, one—because it shows that people in that office knew that Rachael Rollins had a proclivity for weaponizing leaks about non-existent federal probes to interfere in particular district attorney races and matters. Second—Rachael Rollins and Michael Morrissey had a bifurcated history of ten years. One: Rachael Rollins had this list of 25 crimes she wouldn't prosecute, and other DAs critiqued her—not just Michael Morrissey but others. Rollins—I'm pretty sure—was the one who first called Morrissey a "meatball," in fact, because of his criticism of Rollins over that issue. Rachael Rollins—I think—has a proclivity, in my opinion, to hold a bit of a grudge. When she became U.S. Attorney and she realized she was on the way out—well, maybe the Sandra Birchmore probe started back in May of 2022 because former chief of the Canton police—Ken Berkowitz—went to the FBI and told them that the FBI covered up—the MSP unit detailed to the Norfolk DA covered up Sandra Birchmore's murder—potentially because Yuri Bukhenik and John Fanning used to work in Stoughton with Matt Farwell and Robert Devine and Billy Farwell—I think they all worked there. And furthermore—that Brian Tully, the unit commander, was partners with John Fanning for 20 years. All right, and in that regard—it is very interesting, I think—that Chief Berkowitz—who may have been very offended that his unit... So Sandra Birchmore was murdered on February 1st, 2021, at 9:23 p.m. in her apartment in Canton. Okay—on February 4th, Monday in the morning—the Canton police do a wellness check after they get a call from her—Sandra's—colleagues at the school where she worked as an administrative assistant. Now the Canton police respond—on Monday, February 4th—by Wednesday, February 6th. The Canton police have collected the following evidence in order. And if you don't believe me, you can read pages—I think 97 through 101—of the Canton Police Department audit report released in April of 2025. Point by point. Number one: the Canton police confirm—via a witness who was the maintenance worker at Sandra's apartment building—that Matt Farwell was the man on camera outside Sandra's apartment in the elevator at 9:23 p.m. on February 1st—which is exactly when Sandra died. Two: that the man was Matt Farwell, and he was the same man who helped Sandra move into her apartment. Three: that when the Canton PD went to Sandra's school, they got information that Farwell was telling people that Sandra was pregnant with his child—that he had abused her since she was a child—and that he was going to quote "take care of the problem himself" if Sandra decided to carry the baby to term. All right. All of that information—by February 6th of 2021—was passed over to the MSP. John Fanning and this whole unit—I think—really then facilitate a report sometime over the next six to 12 months that exonerates Farwell and says Sandra dies from self-harm. Well, I think that's why Ken Berkowitz blew the whistle before he died of cancer—and that's why there was a grand jury impaneled in May of 2022—and it was really about the cover-up of Sandra Birchmore's murder. Well—one—it was about Sandra Birchmore's murder. Why does that make everything so interesting? Because I think that the investigation wasn't just about who killed Sandra and why—but how was it ruled a—the result of self-harm—instead of the very obvious murder that it was. Well—that starts—2022, I think—May of 2022—the grand jury. Jessica Leslie was on the grand jury—leaker—who's going to be sentenced on October 4th of 2025. I think Jessica Leslie—ladies and gentlemen—in August of 2022 somehow leaked to Karen Read—Alan Jackson—that the Norfolk DA was dirty because they covered up—and that MSP unit—because they covered up Sandra Birchmore's murder. All right—so therefore, Alan Jackson—that's the skeleton in the closet. It wasn't what the people in the house were doing. I'm still a little suspect of who they know—but I don't think that's the big deal. I don't think Jen McCabe's social life is the big deal. Nobody cares—nobody fucking cares. Sorry for cussing. The big issue is that Jen was friends with Tully. Tully's unit knew literally where the bodies were buried. And they—I think—they brought on the PI—Marty Kraft—and Kate Peter—to insulate their exposure from the coming publicity that they knew was going to be brought upon them by Alan Jackson. And so they were worried. And who would you bring in if you had covered up a murder? If you were a MSP unit—you'd bring in someone like Kate Peter. Because you can read her in on that. She's hardened. She doesn't give a fuck. She lost two of her kids—and I don't think she even fucking cared. So who the fuck's the perfect person be like: "Bruh, if that shit gets national attention, we're fucked. So you better control that fucking narrative and handle all these like different people that get too close to this—or we're going to be exposed for Birchmore." But let me bring it back to the point here—which is in 2022, the feds clearly were starting to poke around. And come 2023—I think Brian Tully's unit was desperate. Who was going to find out because of the coverage of the Read case? Could they make sure that Kate Peter got close enough to Netflix and Gretchen Voss so that they couldn't find out what was actually going on? And could the Birchmore cover-up be kept up—even in light of the national spotlight? When you think about the fact that some people may not have been loyal to the Justice for John O'Keefe movement—but were instead primarily loyal to Brian Tully's unit. And when you think about the fact that maybe Tully's unit didn't run the best investigation of Karen Read—maybe there were some flaws. But if you think about the fact that they did get her—but if you think about it in the context of: Karen knew from the jump that the MSP were dirty over Birchmore—then you understand: Karen—that's why it was going to become an incident. Everyone knew—everyone around Tully, his friends, all of them—the unit—they knew they covered up Birchmore's murder. And they knew Karen had it in her hands if she could just figure out the PR. And that's exactly what she did—to put enough pressure on them. They took her to trial anyway—and it destroyed the fucking Norfolk DA—destroyed Brian Tully's unit. It cost them dearly—and she's a tactical fucking genius. I think Brian Tully thought he was slicker than he was by using the prosecution of Aidan Kearney—not to get a genuinely—in my opinion—bad guy who was deserving of the indictment handed up by a grand jury of his peers. But because Tully wanted to know what the real target of the federal probe is. If you don't know what a backhand is, folks—a backhand is where you investigate one thing on the surface because you're dealing with a very high-level operation like the state police—who are a paramilitary intelligence-gathering operation. So you trick them. You make them think they're under investigation for John's death and the investigation of that death. But really—you're investigating them for the cover-up of Sandra Birchmore's murder. And that's exactly what I think happened to this unit. That's what I think Brian Tully was trying to figure out—from August of 2023 until about December. I think they eventually put it together—and by August of 2024, Matthew Farwell got indicted. Now—it's a question of all this as a result of today. I want to be very clear: this is what was called for. There needed to be an independent voice with power and who takes no nonsense—who came into this and said: Nope—it's out of your hands. And that's what Judge Doolin did today. Someone just needed to not either be involved with Karen Read, Aidan Kearney, or the Norfolk DA—or Kate Peter or Marty Kraft—and prosecute this. Now, all those other witnesses—I have no idea what the hell is going to happen there. But at least for Lindsey—Judge Doolin was like: enough of this nonsense. And that's why today was such a big deal in light of that historical context—because just tracing that very insidious pattern of events over the past 18 months—you can see this became a proxy war. It was Michael Morrissey on one side with his marching soldiers: Brian Tully, Kate Peter, Marty Kraft. And then it was Karen Read and the DOJ on the other side. Okay. And their soldiers were like the Free Karen Read movement and Turtle Boy and Natalie and all these other people. This was an intelligence community proxy war. And that's why I've been trying to tell people for so long: Lindsey Gaetani was not involved. She was an unwitting pawn. These two factions both took advantage of her—including Brian Tully—who was more interested in preserving his unit's reputation than actually defending the interest of the vulnerable. In my opinion, I think Brian Tully is a terrible person. Does that mean that he's a bad person for trying to hold Karen Read accountable for John O'Keefe's death? No, of course not. He's a bad person because in what fucking world do you—as a fucking state police officer—who you—you are entrusted—not just to get the bad guys—but to protect the most fucking vulnerable? One: how do you justify what happened with Sandra Birchmore? Two: how the fuck do you get it in your fucking mind that you're going to take a 15-year unredacted extraction of a fucking vulnerable victim's cell phone and release it to a fucking defendant known for promulgating exactly that material? What fucking headspace? What satanic fucking chamber do you and Kate Peter have to be drinking blood from fucking cups in to think that that's fucking okay? Fuck you. How do you even get in the headspace where doing something like that to a fucking victim becomes acceptable. The rot in that unit—whether enabled by Morrissey or whether he didn't know about it—I don't fucking know. But the point is: the rot in that unit was so deep that they lost their fucking souls. They didn't think of victims as victims. They re-victimized victims because it was a political fucking war—and these people are so hardened, I guess, that they don't understand what it means to be vulnerable. And these were police officers—detectives—people entrusted to uphold and protect the dignity of the most vulnerable—and they fucking used victims to advance some political agenda—to deal with the fact that they covered up a fucking murder. I'm done being gentle about this. Fuck these people. And I'm not saying that it was wrong for them to investigate Karen Read. I am pleased someone tried to prosecute her. I'm pissed at them because they were thinking about it from the perspective of their own liability for an unrelated case—and they fucked everything up—and introducing Kate Peter to this shit. Oh my God. It's a disgrace. It's a disgrace to the people who were hurt. It's a disgrace to the vulnerable. I frankly do not understand how Jen McCabe, Brian Tully, and Kate Peter go to bed each night. I don't get it. I don't know. Maybe there's something that shuts off the GABA-1 receptor or something and just makes you go to bed. I don't know. Never heard of such a thing. But I'm just saying: I don't know how you do it. How do you do it? But anyway—Judge Doolin—without giving a... extemporaneous, uh, bloviating cuss-based rant like I just did—instead, in my opinion, is like: fuck all of you! You're not being involved in this prosecution anymore. Someone's gonna protect this fucking woman—Lindsey Gaetani. I'm making you appoint someone! I love that man. Good for Judge Doolin. But still—we never should have gone to this point. This is incredible. With the... the... the MSP. The fact that they had a unit operating like this for so long. This is worse than what John Connolly and Whitey Bulger did. This is institutional rot that is so pervasive that it requires fundamental reform of the MSP. They're not incapable of—um, uh—solving crimes. I'm sure most of the MSP are wonderful. Anyway—my point is: I don't think the state police officers that I generally run into—or troopers—are bad people. I think most of them are wonderful. They've never been really mean to me. They do good work. They're out there protecting our roads. They stop people from speeding. They—what else do they do? They go after commercial truck violations. They investigate homicides—like, on the whole. And this is why I think we have to be careful about how we talk about this. I am not saying that the entire MSP is just rotten. I'm saying that when you have factions or sections within the institution that understand its machinations and are able to thus manipulate the bureaucratic structure and avoid accountability—you lose the confidence of everyone. And how do you think some of those good troopers feel when they have to go out there? Yes—people like me are going to smile at them and bless them and whatever—because I know they're not part of the problem. But most people look at them and they think that they're fucking hated. They don't deserve that. They literally put their lives on the line for us every day. And if we're going to give them the respect they deserve—if we're going to make the profession have the respect that it deserves—then this kind of institutional rot can't be looked at as just an embarrassment. And it can't be looked at as something that—oh, we just wish didn't happen. Maybe some guys are going to go away. No—you point at it. You scream it from the rooftops and you say: if this happens even once—then we have so failed as an institution; we must fundamentally reform from the ground up. And this wasn't just once. It was Birchmore. It was the phone extraction. It was the SA report leak over and over and over and over again. They knew the law. They were an old boys' club. They abused it. They had cover—and it was systemically enabled. And that's why I think—to save the profession of policing in Massachusetts—there needs to be a full-on unbridled discussion about how this happened—how the personalities involved were able to do what they did. And we can't be so tribalistic that because someone we support as to their views on one case, right? We cannot be so tribalistic that we just block out everything bad that they do. Or this rot will continue. And it is pernicious. It is insidious. It is invidious. It undermines the faith that citizens completely removed from this situation have in our system of government. It undermines victims' confidence in the ability to seek redress in the face of serious fucking harm—because they think the system doesn't actually care about them. It's just using them to get someone bigger. We cannot allow this to perpetuate. And the only way to fix it is to hold up situations like what happened to Birchmore—Sandra Birchmore—and what happened to Lindsey Gaetani—hold them up in the national spotlight—and say: we—the MSP—have failed you. Brian Tully failed these people. John Fanning failed these people. Nick Guarino failed these people. Yuri Bukhenik failed these people. We need to say that. We need to highlight it. We need to say: this happened even once. Therefore, we are not good enough. Not only are we not good enough—the very fact that either of these things were able to happen—the Birchmore cover-up, the phone extraction leak—is such a pervasive, systemic degradation of the faith that victims and the public have in the justice system—that our only option is to talk about this—congressional hearings. We need the State House to have congressional hearings. We need these people to answer for what they did. And we need to make sure it never happens again. And the only way you do that is by finding out what aspects of the bureaucratic structure allowed this to happen. And it's not going to be comfortable. I don't think it's going to be comfortable for anyone to talk about the fallout of any of this—but that's exactly what happened at the CCC on a smaller scale. And if this country matters—if this form of government matters—if this republic matters—then we will fix this. We will fix it together. We will address the hard questions. We will address the uncomfortable questions. We will shed our prejudices and polemical biases at the door. We will engage in no fear, no favoritism—and we will look only for the truth and nothing but it. And if you are incapable of doing that—you're contributing—either consciously or subconsciously—to the problem. It's our only option. And you can't just say: because they prosecuted Karen Read, we can't talk about anything bad that they did. That's tribalism. That's polemical. That's what drove us to this point.

Grant Smith Ellis

41,546 просмотров • 1 год назад

🔥Is Trump a Follower of Aleister Crowley? Is QAnon a Kabbalistic PsyOp Based on the Book of Revelation? In 1889 Ingersoll Lockwood published the book ‚Travels and Adventures of Little Baron Trump and his Wonderful Dog Bulger‘. In this story the people call Baron Trump, guided by a mentor named Don, a ‚Master magician‘, ‚Prince of the Black Art‘ and ‚little wizard‘. Ingersoll’s father Munson was an intimate friend of the then well known freemason and secretary of state, Henry Clay. Ingersoll also wrote the books ‚The Last President‘ and ‚Laconics of Cult‘ where he proposed a ‚Cult of the Immortal Human‘. On June 14th 1946, a blood moon and the exact date of Donald Trump’s birth, Kabbalist Aleister Crowley wrote to a friend that Jack Parsons or L. Ron Hubbard were trying to produce a moon child. A series about Parsons, Hubbard and the project called Strange Angels was released exactly on June 14, 2018, during Trump's presidency. The famous serial killer Jason Voorhees from the movie "Friday the 13th" was born in the movie on Friday, June 13, 1946. However, Friday was the fourteenth in the real world, so Jason's birthday is actually the same day as Trump’s. In 1979 Leslie Donald Epstein wrote ‚King of the Jews‘ about a man whose name is I.C. Trumpelman, who is called a ‚Magician‘ in the book. His father, Philip G. Epstein, and his twin brother, Julius J. Epstein, were famous Hollywood screenwriters (Casablanca and many others). In 2016 a Shaman told Aleister Crowley follower Marina Abramović that Trump is a magician. She later called him a magician of the highest order. In 2018, occult expert Gary Lachman called Trump a ‚chaos magician‘ in the book ‚Dark Star Rising‘. In 2019 Marina Abramović posed with Jacob Rothschild in front of the painting ‚Satan Summoning His Legions‘ with Satan looking like the statue of liberty. Trump himself was bailed out by Rothschild banker Wilbur Ross in 1991, who in 2017 became his secretary of Commerce. In 2025 the documentary ‚Master of the Temple: The Tragedy of Jack Parsons‘ shows Crowley’s Tarot Card ‚The magician‘, which is a trump card. The magician is exactly dressed like Donald Trump nine months later on Truth Social. Most people thought Trump was portrayed as Jesus, but from a talmudic perspective that doesn’t make a difference, because Jesus is called a magician and sorcerer in the Talmud. The latin word MAGA means wizard and MAGA is the highest ranking female magician in the Church of Satan. Qanon and the Book of Revelation Recently Trump posted the clearest Q reference so far. So he is still clearly pushing this narrative. In October 2011, Boris Nikolic — an adviser to Bill Gates — introduced Jeffrey Epstein to Christopher Poole (known as “moot”), the founder of 4chan. Just days after their meeting, Nikolic highlighted 4chan’s “huge potential for manipulation,” coinciding with the launch of the politically charged /pol/ board that later became the platform for QAnon. Epstein himself was also interested in the Kabbalah. Even if we ignore this: The original spelling of Kabbalah is Qabbalah. This variant is strictly based on the Hebrew transcription of the letter Qof (ק), which is transcribed as Q in Hebrew. Q also is basically the name of the alleged original source of the NT. The Q Source Theory suggests that Matthew and Luke used the Gospel of Mark plus a lost collection of Jesus’ sayings called “Q” (from German “Quelle” = source) as their main sources. Q stand for the German word Quelle. The posts were deciphered with the cabalistic Gematria. The Book of Revelation and Qanon both tell basically the same story: Difficult times are coming, but don’t worry the Messiah (Trump or Jesus) will come and save us. Only one quote: ‚There is a penultimate quality at play here in the experience of revelation, suggesting that each revelation—each “Q Proof,” each “ominous” portent of the Second Coming—is only one coded message away from the final one, the ultimate apocalypse in which all will be unveiled. This penultimate quality provides the momentum necessary for sustaining commitment at the critical moment when prophecy fails. The momentum afforded by this invitation is all the more evident in the two cases examined here, where revelation is premised upon the backward glance of a prophetic hermeneutic in which the voice of the past may be recruited for the interpretation of an endlessly unfolding future. When prophecy fails, cognitive dissonance and disappointment may follow, but so, too does an invitation to consider the possibility of a greater, more thoroughly encompassing hidden truth to displace the previous one—an invitation to dwell once more on the verge of revelation.‘ The study compares Qanon to a movement, called Millerism. The Millerites were the followers of the teachings of William Miller, who in 1831 first shared publicly his belief that the Second Advent of Jesus Christ would occur in roughly the year 1843–1844. “The Storm is coming” sounds like a modern version of “Behold, I am coming soon” (Rev. 22). The Book of Revelation was basically written by a Kabbalist. According to modern research it was written by a jewish mystic numerologist, today we would say a Kabbalist. This is what the New World Encyclopedia writes: ‚many modern scholars—as well as a number of the early Church Fathers—hold that John of Patmos was a different person from the other writers of the Johannine literature… Since John of Patmos, in contrast to the author of the Gospel of John, did not have a good command of Greek and exhibits a more overtly Jewish attitude than the other "John," some believe that it is he, and not the author of the Gospel of John, who should be identified as John the Apostle… However, Irenaeus and others indicate that a sect called the "Alogi" denied the authenticity of Revelation, believing it to have been written not by John the Apostle but by the Jewish-Christian teacher Cerinthus, who emphasized the need to follow the Jewish law and denied the divinity of Christ. Caius, a presbyter in Rome, held a similar opinion, believing John of Patmos to be Cerinthus… Some other authorities, especially in the Eastern Church, also rejected the book and thus denied that it could have been written by John the Apostle… In contrast to the author of the Gospel of John, John of Patmos speaks very much as a Jewish Christian, referring to Jesus as he who "holds the key of David" (3:7) and the "Lion of the tribe of Judah, the Root of David." (5:5) He also condemns the careless attitude of some of the Pauline churches who permitted eating food which had been offered to idols (, ). Moreover, for John of Patmos, the "elect" saints are not Gentile Christians but "144,000 from all the tribes of Israel," with 12,000 coming from each specifically-named tribe (7:4-8)… But John the Apostle wrote (): 'You are of your father the devil, and the desires of your father you want to do.' In John , Jesus declares, "My kingdom is not of this world." Luke -21: „Jesus replied, “The coming of the kingdom of God is not something that can be observed, Nor will they say, ‘See here!’ or ‘See there!’ For indeed, the kingdom of God is within you.” ‚Lastly, the Gospel of John is written in nearly flawless Greek, but Revelation contains grammatical errors and stylistic abnormalities which indicate its author was not as familiar with the Greek language as the Gospel's author.‘ A Cambridge study writes: 'The Book of Revelation mimics the form of other contemporary Jewish apocalypses, in which the otherworldly journeys of seers are described, focusing on the premortem journey or vision, and the revelation of secret knowledge of world events and cosmic endings.' And of course Christian Zionists utilize the Book of Revelation to frame modern geopolitical events, particularly regarding the State of Israel, as necessary precursors to the Second Coming of Christ. Revelation 1: '10 On the Lord's Day I was seized by the Spirit and heard a voice behind me as loud as a trumpet.' Corona also appears in Revelation. The great red dragon has seven crowns and the Latin word for crown is corona (Rev 12:3). The numerical values for Corona add up to 666. But what impresses me most is this passage. Revelation -21 (LUT): 20 And the rest of the people who were not killed by these plagues did not turn from the works of their hands, that they did not worship evil spirits and idols of gold, silver, brass, stone and wood, which cannot see or hear or walk; 21 nor did they turn from their murders, their sorcery, their fornication and their thievery. The word used here for sorcery is pharmakos! That's where our word for pharmacy comes from! Éliphas Lévi (Baphomet inventor) writes in The History of Magic: ‚The glory of Christianity is that it called all men to truth, without distinction of races and castes, though not without distinction in respect of intelligence and of virtue. “Cast not your pearls before swine,” said the Divine Founder of Christianity, “lest treading them under foot, they turn and rend you.” The Apocalypse or Revelation of St. John, which comprises all the Kabalistic secrets concerning the doctrine of Christ Jesus, is a book no less obscure than the Zohar.‘ Levi also wrote:„That great Kabalistical association known in Europe under the name of Masonry appeared suddenly in the world“ The Freemason dictionary states: „Although modern Freemasonry draws on the medieval tradition of the builders' lodge, it is Kabbalah that constitutes the very essence of Freemasonry.“ The Jewish Forward writes: „Why conspiracy theorists keep turning to Jewish mysticism — from early Nazis to modern-day MAGA A viral clip of a Trump supporter blissfully misunderstanding Jewish mystic numerology raised old questions about how Kabbalah is understood by the public“ What is the one thing, Q never told us? That Kabbalah is the ideology of Freemasons. What is the motto of Kabbalist Aleister Crowley? ‚Do what thou wilt.‘ Donald Trump is constantly saying I can do what I want. Donald Trump has proven ties to Chabad Lubawitsch, which is a cabalistic sect. And what is practical Kabbalah? Magic! Major donors in Trump’s orbit also show strong connections to Chabad-Lubawitsch and thus to Kabbalah. Sheldon and Miriam Adelson were major Chabad supporters. They visited the Lubavitcher Rebbe in 1991 for a blessing and funded Chabad centers. The Kushner family donated hundreds of thousands to Chabad projects. Jared and Ivanka have maintained ties to the movement as well. Several other Trump-associated businessmen with Russian-Jewish backgrounds (such as Lev Leviev, Felix Sater and others) are also well-known Chabad supporters. Chabad is heavily rooted in Kabbalah and actively teaches and practices its concepts. So you have to believe that Donald Trump with all these synchronicities and proven ties to Kabbalists, just coincidentally posted himself as Magician of the Crowley Tarot with demons in the background? I have an even crazier sounding interpretation of the book of revelation, namely that events described here really took place. It relates to the alien agenda which Donald Trump is also pushing. I describe it in detail in my book ‚The Open Secret‘ and soon in a video. But for now, the least we can say is, that the Book of Revelation was written by a jewish mystic numerologist and Qanon basically tells the same story.

Oliver Janich

28,778 просмотров • 4 месяцев назад

Dogs and wolves split apart at least 15,000 years ago. Then a golden retriever met a wolf pup, and did something his own owner says terrified him. 97 seconds. Sound on. Watch the video BEFORE you read another word. Then come back. I'll show you why this clip is stranger, and far more important, than it looks. (Long read. Bookmark it now. You'll want it later.) . I'm not going to tell you what happens in that video. Not one spoiler. Not a hint. Because the video does its own work, and it does it better than any caption I could write. What I can do is show you the invisible layer underneath it. The biology. The history. The 15,000 years of evolution that were supposed to make a moment like this impossible. When you press play, you are not watching two animals. You are watching two completely different answers to the same question, standing in the same yard. The question is: what does a creature do when it loves something it was never built to keep? Read on. Then watch again. It will hit differently the second time. I guarantee it. . PART 1. THE SPLIT Let's start with the number that should bother you. Fifteen thousand years. Possibly forty thousand. Scientists still argue about the exact date, and they argue loudly. Somewhere in that window, a population of ancient wolves, one that no longer exists anywhere on Earth, forked into two paths. One path led to the wolf you know from documentaries. Wary. Silent in the trees. Built to survive without us. The other path led to the animal sleeping on your couch. Here's what almost nobody realizes: your dog did not descend from the modern gray wolf. Both descend from a shared ancestor that vanished. Dogs and wolves are less like parent and child, more like cousins who grew up in different countries and stopped speaking the same language. And yet their DNA is almost identical. Different by a sliver. They can even interbreed and produce fertile offspring. Biologically, the gap between them is tiny. Behaviorally, the gap is an ocean. In 2017, a Princeton-led team compared the genomes of dogs and wolves and found something eerie. Dogs carry differences in a region of the genome that, in humans, is linked to Williams-Beuren syndrome. It's a condition famous for one trait above all others: extreme, almost unstoppable friendliness. Researchers are still debating what it means. But the idea is staggering. Dogs may not just be tamer wolves. They may be wolves with a dial turned all the way up on one thing: wanting to be near us. Wolves never got that dial. Hold that thought. It matters more than you think. . PART 2. THE DOG WHO WAS BUILT TO BE GENTLE Now meet the golden retriever. He wasn't found in nature. He was designed. In the mid-1800s, on a vast estate in the Scottish Highlands, a wealthy lord named Dudley Marjoribanks set out to create the perfect gundog. A dog that would swim into cold water, find a fallen bird, and bring it back to the hunter without leaving a single tooth mark on it. Read that again. The defining feature of a golden retriever is what breeders call a soft mouth. A dog that can carry something fragile, something alive or nearly alive, in its jaws, and not crush it. For generations, the goldens who were gentlest got to breed. The ones who were rough didn't. Think about what that does over 150 years. You are not just selecting for a coat color or a size. You are selecting, again and again, for restraint. For an animal that has power in its jaws and chooses not to use it. Today the golden retriever guides the blind. Sits with the dying. Finds people buried under rubble. Walks into hospital rooms and lowers a blood pressure reading just by resting its head on a bed. We took a predator and, over centuries, we bred one question out of it: should I hurt this thing? The golden's answer is almost always no. Now here's the part I can't stop thinking about. That gentleness was never aimed at a wolf. It was bred for birds. For children. For us. So what happens when an animal engineered for tenderness meets an animal that was never engineered for anything, one that is still, in every cell, exactly what the wild made it? That's the video. Go watch it if you haven't. I'll be here. . PART 3. THE ANIMAL THAT WAS NEVER ASKED A wolf pup is born blind and deaf. It weighs about a pound. For its first weeks it knows three things: warmth, milk, and the smell of the pack. Its eyes open at around two weeks, and they are blue. They will change to gold or amber within the first months of life, like a color being poured in slowly. In the wild, that pup is raised by an entire family. Mother, father, older siblings, all of them feeding, guarding, teaching. Forget the "alpha wolf" myth you were taught. The biologist who popularized that term, David Mech, spent decades correcting himself. A wild pack is not a gang with a boss. It's a family. A breeding pair and their kids. Which means a wolf pup's entire universe is built around one idea: the pack is everything. Now think about what it means when that universe collapses. Here's the hard science on why wolves aren't dogs, even when humans raise them from the earliest days. Researchers who want socialized wolves take pups from the den at around ten days old and hand-raise them around the clock. Bottle. Warmth. Constant human contact. It's the closest thing to a perfect human upbringing a wolf can get. In a famous 2003 experiment in Hungary, scientists gave hand-raised wolves and ordinary dogs an impossible puzzle: food locked in a box that couldn't be opened. The dogs did something instantly recognizable. They turned around and looked at the nearest human. Straight at the face. Help me. The wolves, raised by humans since they were days old, looked at people far less. They kept working the problem alone. Let that sink in. Same upbringing. Same people. Same room. And still: one animal looks to us for help by instinct, and the other doesn't think to. That's the dial I mentioned. It isn't something you can install with love and a bottle. It took thousands of years of living beside us. There's a legendary experiment that proves how deep this goes. In 1959, in Siberia, a geneticist named Dmitri Belyaev started breeding silver foxes. He selected for exactly one trait: tameness. Nothing else. No looks, no size, no color. Within a handful of generations, the foxes started wagging their tails. Licking hands. Whining when humans left. Then something nobody asked for started happening. Floppy ears. Curly tails. Piebald coats. Foxes that looked like puppies. Pick for friendliness alone, and a whole different animal surfaces. It took decades of careful selection to make a fox that wants us. Which brings me to the question that makes this video so unsettling. If wanting a human is a trait that takes generations to build, what happens when an animal WITHOUT it forms a bond anyway? And who is that bond really with? . PART 4. THE NOSE THAT READS THE FUTURE Before I say another word about the video, let me tell you about the most underrated superpower in the animal kingdom. You have about six million scent receptors in your nose. A dog has around three hundred million. The part of a dog's brain that processes smell is, proportionally, dozens of times larger than yours. Dogs can detect certain odors at parts per trillion. Picture spotting a teaspoon of sugar dissolved in two Olympic swimming pools. But smell isn't the interesting part. The interesting part is what a dog smells ABOUT YOU. In 2022, researchers at Queen's University Belfast collected breath and sweat samples from people before and after they did stressful math tests. Then they trained dogs to tell the samples apart. The dogs picked out the stressed samples correctly about 94 percent of the time. Your dog can smell your cortisol. Your fear. Your dread. And here's the thing. You don't have to say anything. You don't have to cry. You can hold a perfectly calm face while your body chemistry is screaming. Now add routine. Dogs are pattern-recognition machines. They know what your keys sound like, what a suitcase means, which shoes you wear when you're leaving for an hour and which shoes you wear when you're leaving for good. Neuroscientist Gregory Berns put dogs in brain scanners and found that the reward center of a dog's brain lit up most strongly for the scent of a familiar person. Not a stranger. Not another dog. The person they loved. So when I tell you a dog can KNOW something is coming before anyone speaks, I'm not being poetic. I'm describing chemistry, memory, and pattern, running in parallel, faster than you can think. There's a moment in this video where you'll understand this section in your bones. I won't tell you when it is. You'll feel it. . PART 5. THE EYES Here is a fact that rewires how you see your own dog. In 2015, a Japanese team published a study in Science that stopped a lot of people cold. They found that when a dog and its owner look into each other's eyes, both of them get a surge of oxytocin. The bonding hormone. The same one that floods a new mother when she looks at her baby. A loop. Dog looks at you, your oxytocin rises, you look back, the dog's rises. Two nervous systems tuning to each other through nothing but a stare. And here's the twist that gives me chills. The same team tried it with hand-raised wolves and their human caretakers. The loop didn't form. The wolves didn't hold the gaze the same way. The humans didn't get the same hormone hit. Something that comes naturally between a dog and a person simply wasn't there. It gets stranger. In 2019, researchers published a paper in PNAS showing that dogs have a tiny facial muscle above the inner corner of the eyes that wolves essentially lack. It's the muscle that lifts the inner eyebrow. It's what creates the "puppy eyes" look that makes you feel something you can't argue with. A muscle. Evolved, apparently, for one audience: us. Shelter research backs it up. Dogs that make that expression more often tend to get adopted faster. Dogs learned to speak human with their faces. So eye contact, for a dog, is not a small thing. It's the deepest sentence in the language they invented for us. Which is why, when you watch this video, I want you to pay attention to something most people miss the first time. Watch the eyes. Watch who looks at whom. Watch who doesn't. Because in the dog's language, refusing to look at someone you love is one of the loudest things you can say. . PART 6. THE BOWL Ask any dog behaviorist what the ultimate test of trust between two canines is, and you'll hear the same word. Food. Resource guarding is one of the oldest, most primal instincts a dog has. Food is survival. A dog that doesn't defend its meal was, for most of history, a dog that didn't make it. Growls over a bone are not rudeness. They are ancient math. So the bowl is sacred. In a home with two dogs, watch who eats first, who eats faster, who stands too close, who gets a warning stare. A shared bowl between two animals is a peace treaty signed in kibble. Some dogs will happily share toys, beds, even the couch, and still lock up the moment a bowl hits the floor. Some never share it. Not once. Not with anyone. Now put a wolf pup in that picture. A wolf pup that has known real hunger. Or no mother at all. Or no pack. That's an animal for whom food is not a snack. It's a verdict on whether the world is safe. And put a dog who has never, ever shared his food in that same room. I'm not going to tell you what happens next. But when you get to that moment in the video, and you will know it when you see it, remember this section. Remember what the bowl means. . Pause for a second, because a pattern is forming. Smell tells a dog what's coming. Eyes tell him who matters. The bowl tells him who's safe. Play tells him who's family. Four separate systems, one conclusion, and it's the same conclusion every time. You now know how to read the language. All that's left is to watch someone speak it, with everything on the line. . PART 7. THE GRIEF NOBODY BELIEVED IN For most of the twentieth century, serious scientists were warned not to say that animals feel grief. The word for the sin was anthropomorphism. Projecting human feelings onto beasts. You could lose credibility for even suggesting it. And then the data started rolling in. In 1925, a Tokyo professor named Hidesaburo Ueno died suddenly at work. His Akita, Hachiko, who had walked him to Shibuya Station every morning and met him at the platform every evening, showed up at the station the next day. And the next. For nine years, nine months, and fifteen days. Every single evening. Until his own death in 1935. The Japanese made a statue. The world made movies. But the scientists stayed cautious. One dog. Could be habit. Then in 2022, a team in Italy studied hundreds of multi-dog households where one dog had died. Owners reported that the surviving dogs changed. They sought more attention. They played less. They were less active. Many showed sleep and appetite changes. Not proof of grief exactly as we feel it. Scientists are still honest about that gap. But proof that the loss of a companion reshapes a dog's whole behavior. Here's the honest version, and I'll give you both sides: skeptics say we can't know what a dog feels inside. That's fair. We can't. We can only observe behavior, hormones, brain activity. But if a dog changes when a friend disappears, then that friend was never "just another animal" to him. Which raises the question the video quietly asks: What happens when a dog can see the loss coming? Not after. Before. Does the grief start early? Watch and decide for yourself. . PART 8. PLAY IS A CONTRACT Every canine on Earth speaks one shared language of play, and it's older than domestication itself. It starts with a bow. Front legs down, rear end up, tail high. The famous play bow. Researchers, especially the biologist Marc Bekoff, spent years studying it and found that it works like a punctuation mark. It means: everything I do after this is a game. If I bite, it's not a real bite. If I pounce, it's not an attack. It's a contract. And here's the wild part: wolves use it. Foxes use it. Coyotes use it. Dogs use it. The signal predates the split I told you about in Part 1. Which means a dog and a wolf can meet, with 15,000 years of divergence between them, and still understand each other's opening move. It gets deeper. Play is a negotiation between unequals. A big dog playing with a smaller one will often hold back. Roll over. Let the little one "win." Researchers call it self-handicapping. It's the animal version of a father lifting his daughter onto his shoulders and letting her win the race. And they role-reverse. The chaser becomes the chased. The one on top ends up underneath. That only happens if both animals believe the other is safe. Play, in the animal kingdom, is the most honest test of trust there is. Nobody can fake it. You can't roleplay tenderness with a body that has fangs. You either mean it, or the game collapses in seconds. And it changes as the years go on. Puppies play like puppies. Then they grow. Their size changes. Their strength changes. Their jaws change. The game has to change with them, or it ends. Some friendships don't survive that. Some survive by getting more careful, more precise, more competitive, and somehow more loving at the same time. The end of this video is a masterclass in that. I'll leave it there. . PART 9. THE HARDEST KIND OF LOVE Now the uncomfortable part. The part the internet often skips. Wolves are not pets. Say it out loud and it sounds obvious. But every year, people fall in love with the idea of a wolf, and every year the story ends badly for the animal. A wolf is built to cover up to thirty miles in a day. To live in a family of its own kind. To communicate with howls that carry for miles. Its jaws, its instincts, its stress responses, its needs are those of a wild animal. A house cannot hold that. A backyard cannot hold that. Love, however genuine, is not a substitute for what a wolf actually needs. And here's the tragic loop wildlife rescuers talk about: an orphaned wolf pup that grows up around humans is often too habituated to ever be released. It didn't learn what its mother would have taught it. It doesn't fear what it should fear. So the "rescue" can't end in the forest. It has to end somewhere in between. Somewhere that isn't the wild and isn't a living room. A place built for what this animal is. That's where the real story lives. Not in the rescue. In the decision after. Because the hardest thing in the world isn't loving something. It's loving something enough to hand it to the people who can give it the life it needs, and then living with the hole that leaves. People get torn apart over decisions like that. Not because they didn't love the animal. Because they did. Sometimes the most loving act looks exactly like loss. And here is what stopped me. The human in this story wasn't the only one who understood that. Somebody else in that story understood it too. Somebody with four legs and no ability to speak. I won't say who. I won't say how. Just watch. . PART 10. WHY YOUR CHEST TIGHTENS Have you noticed something strange about videos like this? They don't make you sad exactly. They make you feel something warmer. A tightness in the chest. Goosebumps on your arms. Sometimes a sudden hot wetness at the corners of your eyes, and you don't know why. Psychologists have a name for it now. Kama muta. It's Sanskrit for "moved by love." The researcher who helped define it, Alan Fiske, argues that it's triggered by one specific thing: the sudden intensification of a bond. A reunion. A reconciliation. A loyalty proven under pressure. A stranger becoming family. That moment when two beings who could have stayed apart choose each other anyway. Across cultures and languages, the physical signature keeps showing up: chills, tears, warmth in the chest, a lump in the throat. It isn't sadness. It isn't happiness. It's the feeling of witnessing connection get stronger. Another psychologist, Jonathan Haidt, calls a cousin of it moral elevation. That warm lift you feel when you watch someone do something unexpectedly good. It makes you want to be better. Kinder. It literally makes people more likely to help others afterward. So why do animals trigger it so powerfully? Because animals strip out everything we distrust in human stories. No agenda. No performance. No PR. No "what's in it for me." A dog can't fake loyalty for likes. A wolf can't pretend to love you for status. When two animals from opposite ends of evolution choose each other, we're watching the purest version of the thing we hunger for in our own lives, in a form we can trust. That's why you'll feel it. That's why you'll want to show it to someone right after. And that's why the algorithm will keep showing it to you. . PART 11. SIXTEEN FACTS THAT WILL CHANGE HOW YOU SEE THIS CLIP FACT 1. For every wild wolf on Earth, there are thousands of dogs. One branch of the family tree took over the planet by befriending us. The other stayed wild and stayed rare. FACT 2. Wolf pups are born with blue eyes. Adult wolves usually have gold or amber. Nobody sees the change happen. It just does. FACT 3. Wolves rarely bark. Barking is mostly a dog invention, and one theory says it evolved largely to talk to humans. FACT 4. A dog's tail wag isn't just "happy." Research suggests a wag skewed to the right side tends to signal approach and comfort, and one skewed to the left signals hesitation or stress. A dog is broadcasting its mood in code, and you were never taught to read it. FACT 5. Dogs catch human yawns. Wolves catch yawns from each other, and more so from the ones they're closest to. Contagious yawning tracks emotional closeness, not just habit. FACT 6. A wolf can eat up to twenty pounds of meat in one sitting. Then not eat properly for days. Feast and famine is written into its body. FACT 7. In a dog's brain, praise only lights up the reward center when BOTH the words and the tone are right. Say "good boy" in a flat voice and it doesn't fully land. Dogs process what you say and how you say it separately, then combine them. FACT 8. A wild wolf lives roughly six to eight years. A golden retriever lives ten to twelve. One of them is built for hardship. The other is built for company. FACT 9. Dogs combine faces and voices to read emotion. In one study, dogs shown two human faces while hearing a voice looked longer at the face whose emotion matched the sound. FACT 10. A border collie named Chaser learned the names of more than 1,000 toys, and could pick out a brand-new one by pure elimination. That's reasoning, not tricks. FACT 11. Wolves in a wild pack are a family, not an army. The pups eat, the parents hunt, the older siblings babysit. The word "alpha" mostly belongs to captive wolves forced together, not wild ones. FACT 12. A dog's nose print is as unique as a human fingerprint. So is its bond with you. FACT 13. Dogs hear frequencies far above what you can, up to roughly 45,000 Hz and beyond. The world around you is full of sound they can't stop noticing. FACT 14. A wolf's paw print can be nearly five inches long. Bigger than most dogs' prints. Yet the golden retriever's heart, by any measure that matters, is not smaller. FACT 15. Dogs dream. They go through REM sleep just like you. The twitching, the tiny barks, the running paws: it's a brain replaying its day. FACT 16. The wolf is the ancestor of the dog only in the loosest sense. Both come from a wolf lineage that no longer exists. When you watch these two, you are watching an ancient family reunion between two branches that lost touch before recorded history. . PART 12. HOW TO WATCH IT (WITHOUT ME SPOILING IT) You've made it this far, which tells me one thing about you. You're not a scroller. You're a noticer. So here's how to watch this clip like someone who knows what they're looking at. FIRST WATCH. Just feel it. Don't analyze. Let the story run at its own speed. The clip is under two minutes and it doesn't waste a second. SECOND WATCH. Focus on distance. Notice how close the animals stand. How that changes. How it never quite changes the way you expect. THIRD WATCH. Focus on the dog. Only the dog. Not what he does. What he refuses to do. FOURTH WATCH. Focus on the ears and the tail. Everything a dog can't say, he says with those two things. And he says a lot. And the last five seconds? Do not skip them. Do not scroll early. Watch the final image and ask yourself one question: If this is what the two of them look like now, what did it cost to get here? . CLOSING. WHY THIS MATTERS MORE THAN A "CUTE VIDEO" Let me leave you with the thought that made me write all of this. We live in a world that constantly tells us bonds are transactional. That loyalty is naive. That people, and animals, only love you when you're useful. Then along comes a story like this, and it quietly breaks that theory. A dog engineered for gentleness. A wolf engineered by nothing but the wild. Fifteen thousand years of evolution between them, a wall of biology that says they should be strangers, or worse. And instead: a bond so strong that the humans standing around it were afraid of what it would cost. Not because anyone was in danger. Because one of them understood exactly what was at stake. That's the thing about animals. They don't need the science. They don't need Part 1 through Part 12. They don't know about oxytocin loops or kama muta or play bows. They just know who matters. And they act on it, immediately, with everything they've got. Maybe that's the real reason this kind of video travels the way it does. Not because it's cute. Because it reminds us of a level of loyalty we've quietly stopped expecting from each other. So do these three things. ONE. Go watch the video. All 97 seconds. Sound on. TWO. Come back and reply with the exact moment you felt it. I want the second, the caption, the look. Tell me where it got you. THREE. Send it to one person who needs to see what love looks like when nobody is performing it. You know who. Repost this if the video moved you. Follow me for more stories where science and animals collide. And remember the question from the top of this post, because now you can answer it. What does a creature do when it loves something it was never built to keep? If you watched carefully, you already know. If you didn't, go back. The answer is in the last frame.

Earth Unveiled

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