Introducing VDBView - as a personal project I made... this free, lightweight tool for viewing VDB files. Give it a try and let me know what you think! - real-time 3D viewport - muti-grid support (individual controls for density, temperature, etc.) - sequence caching for smooth playback / scrubbing - basic lighting and shading, including blackbody emission - screenshot / sequence rendering exports (PNG) with basic CLI support - cross-section slicing - velocity streamlines - level set surface rendering - standalone, easy install - download, unzip, double-click Download link in comments below 🧵 #VDB #OpenVDB #VFX #Nvidia #DellProMaxshow more

So much of my time here I have spend... dreaming. Dreaming for the day that has now arrived. For years I spend my days grinding to fulfill a promise made by a 25 year old right after having the biggest night of his life. Midnight夏季Breeze sold out in 30 minutes. And for someone who had less then 5000$ in the bank, suddenly making 1.5 million dollars was kind of insane. Euphoric I said "v2 will come for those who hold a breeze" Little did I know how much that single promise would affect my life. I have spend majority of my late 20s painting this world. And been very critical of what this space is about. I wanted to be a voice you could rely on. Someone that shows up, is approachable, but also be the change I'd want to see. Everyday looked the same for me, make coffee, walk dog, turn on pc, paint until dinner, walk the dog again. I sometimes quite literally went insane. The pressure was high. I had to make this project real. And there was always so much to do. Art direct, animate, color grade , composite, 3d , sound effects , music, development, management like countless hats to wear all the time. The Vision however, called me. There was no way I was gonna give up, or quit. Though every vibre in me wanted to. My health , my personal life, they demanded it. But I did not stop. And that persistence has let to today. It has let to an industry that doesn't care. A timeline that can only talk about something if its $ related. And a world that is more chaotic then ever before. And amidst it all, I fulfilled my promise. Fragments of the Lonely Road is here. And I do not think you will ever understand what it means. But, I do know, that this art. This project. This vision. It has been worth it. So now, if you made it all the way down here. I want you to rally. I want you to make noise. I want you to share with the world what this is about. I want you to be the storm that says, "shit can be different". And I will be the wave, and show, why that's the case. GM. STAY BREEZY AND... (you say it in the comments!)show more

today was the first time i was genuinely impressed... with what AI can do i recently decided to buy a whole FPV drone setup knowing basically nothing about the hardware side of it there's a pretty steep learning curve even just to set everything up properly: radios, RF protocols, flight controllers, ESCs, firmware, batteries, goggles, betaflight configs etc as someone that spends essentially 12h a day prompting agents to build software, it's actually pretty rare that i interact with AI on something where i have zero idea what's going on under the hood, and i never really used it for debugging a bunch of physical devices that all have to talk to each other i had codex + voice mode open for basically the entire setup. told it everything i bought, sent it some pics and then just started talking to it >what order do i set all this up in >how do i change this setting on the radio >which of these cables do i use >the drone is flashing pink wat mean >can you make this thing less insane to fly in my apartment and it was surprisingly seamless it would go find the manual for whatever specific thing i was holding, tell me exactly which buttons to press, what port to plug something into, what i should see if it worked etc then when i got to configuring the actual drone i had codex running on the computer it was plugged into, so it could inspect the config, back everything up, change settings, send usb reboot signals and check what happened the insane thing about voice mode is that youre literally hands on with the hardware and just telling codex what it should do, i literally never touched a thing on the computer besides starting voice mode if something doesn't work you tell it what happened and keep going a few hours of this and i had the radio, goggles, charger, batteries, drone firmware and betaflight all set up and had actually flown the thing the part that stuck with me is that i also understood what most of it was doing by the end, every time there was a term or tech i didnt understand id just ask to explain there is something absolutely magical about having proper real time personalized assistance, being able to dump a pile of unfamiliar hardware on your desk and have something figure out exactly what you own and walk through it with you in real time you become the missing physical link pressing the buttons i think spending all day using coding agents has actually made me pretty numb to AI progress. every new model is a bit better at some benchmark or can oneshot some task that the previous one couldn't and you just kinda adjust to it this felt different mostly because i had no existing knowledge to fall back on for the first time the jarvis comparison didn't feel cringe ai for coding and general computer tasks is cool and all but this feels a lot closer to the endgame anyone should be able to just ask any question about whats going on in their life and have realtime support i wonder if more hardware products will actually start exposing some sort of MCP or interface for agents to plug into thinking for example of how elevators in china are increasingly built with interfaces that let delivery robots call them directly instead of having to physically press a button we might actually start seeing hardware design shift from being purely human-interface-first to also being agent-interface-first buttons, screens and menus exist because humans need some way to tell machines what to do. agents don't necessarily need any of that if the hardware exposes an interface directly very curious which side closes the physical world gap first: humanoid robots that can operate hardware designed for humans, or hardware adapting so agents can operate it directlyshow more

Universities and High Schools have not moved rapidly enough... to guide students to have skills for the next decade. THEY HAVE FAILED. It is a massive crisis that can be averted by understanding what AI and Robotics will bring about. Solutions are knowing how to use these tools and new industries that will rise. But this situation is also on ALL OF US. No “job” is safe from founder to entry level in most industries. You and I, by what we do, will be “replaced” ultimately. What to do? AI and Robotics are tools, the next decade is owned by those who know how to use them expertly, but this is also temporary. We have to understand that what we do for “work” will change giving ultimately a greater value to those that are: Creative Flexible Always learning Willing to be wrong Love being human Love being alive Know history Covet wisdom Knowing all tech has downsides Building strong family and friends Realize many institutions have failed The first four are required for you to be able to live through this period with your sanity intact. The rest will allow you to thrive. There are no true careers at this point anymore. There are advocation and vocations which will either earn you money or give life meaning. We will learn that we are not “what we do”, just like we knew for 99% of human existence. Let that sink in. — You and I are far, far ahead of knowing this and we can do two things: 1) Laugh at the “clueless” 2) Help people understand with grace Go to Reddit if you are 1, in fact don’t follow me because you will not like this next decade and what I post. You are 2 and thank you. Even if you and I have not solved this issue, we can help people understand what is ahead and with determination and creativity bound together to solve it locally. Or human family has done this millions of times. The evidence is: you are here. The Neo Luddite movement has not even begun and it will potentially rip apart society even more than all the fashionable moment in the recent past has. These Luddites will have a good point with the wrong answers cooked up by dying academics that cling to labels, “virtues” and victim hood. It will be readymade for some governments to enter in as “big daddy” to “help us”. You will not like what they do, but you will only know when it is too late. It will include YOU “volunteering” to “leave” by 60, to “help out” CanadaPod style. “Brian, I’m 24 what do I do?”. I hope to do much more here to help. But I do know this: 1) Learn a trade or vocation because it’s valuable. It may also be free to low cost if you do it right. 2) Learn everything you can about USING AI and TRAINING YOUR AI. Your expertise will be in the top 1% for a decade. But not forever. 3) Understand Bitcoin and how it will rise while other things sink. This is a short list for now. We will know more moving forward. When you see videos like this posted below, know one thing: Many of these folks had no real family of mental and physical support. Maybe no parent or one parent. Maybe only a broke system to prepare them for—nothing. This was not their doing. Now it is not your “job” to help them, it is your survival to help them if that is what you need. See some day after the dust settles these 20 year olds will be 40 year olds and running YOUR world. And at some point you may need them more than you think you do. You will need them, as they need you now. THIS IS WHAT PAST WISDOM KNEW. The elders of the past never found the need to piss on the youth and hope for the best. THE YOUTH ARE OUR BEST, let us all find ways to change it, even if every aspect of “the system” wants us to berate them into the ground.show more

I have said this before. And many of you... are not gasping this as i see questions about Iran all the time in FB comments. This is where war strategies like “ The Art of War,” comes into play. 💥💥💥 When the FAKE NEWS or Trump’s administration talks about Iran, they are referring to Israel. Israel has owned Iran since 1979. 🤮🤮🤮 🌎WORLDWIDE MILITARY OPERATION 🌎 Started back in 1861 with Lincoln, then 1961 with JFK and then 2016 - to CURRENT 2026 with TRUMP (actor) aka PATTON Jr a 5 star General in the Military. If Trump had not WON in 2016, we would ALL be slaves with zero freedom to the Fake Israel. Living in FEMA camps. Remember those black plastic grave bins⁉️⁉️⁉️ Yeah, those were meant for us humans. By Trump WINNING HUGE in 2016, the Cabal knew they lost their power forever. #ifykyk 🍿🍿🍿 The Cabal puppets rigged the election in 2016 with ISRAELS help, but they did NOT RIG it HIGH enough. They made sure to RIG it even HIGHER in 2020 (everything done 2x). The military was watching and they knew in real time that the elections were stolen. That is why 98% of government and news hate him, because the military / PATTON aka TRUMP has all the receipts. #ifykyk #FAFO 🔥🔥🔥 T - True R - Republic U - Under M - Military P - Power During Lincoln’s Presidency, he along with several generals created a ghost military called Space Force Q. Top secret. This shows you just how massive this operation has been ALL around the entire world. Legacies after legacies, being investigated, tribunas, and then dismantling all their networks, all around the world, going down pipeline to the low level, which are people in our communities. All of the President’s since JFK & except Trump were all controlled puppets to their master Israel / Netanyahu + CIA. All the trafficking and crimes we hear about in our research down the rabbit holes, it all started in Israel as the HUB.. Netanyahu WAS an evil man and has been executed. Ask yourself why so many people have dual citizenship to Israel⁉️⁉️⁉️ Remember JFK’s famous vow to “Splinter the CIA into a thousand pieces and scatter it to the winds.” And then, JFK Jr said he plans to finish with his dad starte‼️‼️‼️💥💥💥🐸❤️🤍💙 So much disclosure since 2016. It’s definitely picking up speed right now. And when it hits, it’s gonna feel like a hurrican!!!! Get ready!!! We do NOT know when so dont ask me (and watch there will be several who do). 💥💥💥IRAN Is ISRAEL💥💥💥 💥💥💥ISRAEL MIDDLE EAST - FAKE ‼️‼️‼️ Saving Israel for last ‼️‼️‼️ 🇺🇸AMERICA is the PROMISE LAND. 🇺🇸🇺🇸 ✝️ISRAEL - IS REAL withus. WE ARE ISRAEL. ✝️ISRAEL is a person not a place. Lately, lots of comments surficing about Epstein. Review what I said above. Learn to connect dots. It should be quite obvious by now. The first arrest of the Epstein files will bring down the whole Cabal elite network all around the world. It’s like playing Jenga the game, you pull one bad piece and it all falls down. That is what will happen with Epstein files. And there’s actually worse files then Epstein... Hunter Biden’s laptop, the insurance policy. It’s all connected. This military operation MOVIE does require critical thinking skills, problem-solving skills and common sense. So if you struggle in that area, you will find this hard. And thats okay. Stay fo learn, and just know we have been lied to about everything for over 160 years. So we’re all gonna have to relearn together. Ps. Sorry for the long post, but I hope this helps those who are confused. Have questions, post in comments ‼️‼️Saving Israel/IRAN for last ‼️‼️ Jenn Whitney 🐸 ((If you copy and paste my post please give me credit. I spent a lot of time connecting dots. Appreciate the support of hitting the share button)). Thank you!!! 🐸 ❤️🤍💙🐸🍿🍿🍿🐸❤️🤍💙🐸🌎🌎show more

The “I never wanted any of this to be... public or content” Myth I never wanted any of this to come out. Except I actually mean that. It’s embarrassing, it’s trashy, and it’s the opposite of how I want to present myself publicly. I stayed silent for months while lie after lie was spun about me behind the scenes because I didn’t want to air private, messy moments from a relationship I genuinely cared about. I stayed silent out of fear, because I was told no one would believe me because he would be blindly believed on his large platform. In one of our very last conversations before I blocked him everywhere mid-October, he threatened to do a show on me, contact my employer, and “turn me into the next Lindsey”. Why? Because I didn’t want to continue apologizing to him for the 300th time about venting to someone I thought was a friend. I stayed silent because of these threats. But after Wednesday, after Chelsea posted the private video Aidan gave her, (the same one he threatened me with directly back on 10/2), and after the gaslighting posts yesterday, I don’t have a choice anymore. So here is the timeline. Here are the receipts. Here is what actually happened. September-October 2025- I Stayed Silent Through Months of Smear Campaigns For months, several creators repeated the same false narrative that “Aidan never said a bad word about Meredith.” Jess. Glarer. Auntie Deb. Kim. Ray from Dallas. Others. Meanwhile, Aidan was: • Badmouthing me privately and encouraging others to do so publicly, • Texting Joe “Flipperhead” entire paragraphs trashing me, • Aidan knew Joe would leak them (and even bragged on a stream that he did exactly that so he’d leak them), • Sending Jess Machado after me for months on her large platform, • Directing people behind the scenes to paint me as a villain. • Sending random people who supported me DMs to change their mind (yes Aidan, not everyone is fooled by your bullshit and they came right to me). I ignored all of it. I said nothing. I stayed silent through daily lies because I didn’t want to call more attention to it or face Aidan’s wrath. November 2025 -The Rumors About “March 4”, Joe Flipperhead Flips to Team Aidan Aidan texted Joe his entire made-up version weeks ago. Joe circulated those texts on purpose. Joe threatened me with posting a video montage of mine and Aidan’s private texts. Joe is a pussy so he eventually had Kristy post it for him. Creators discussed it publicly without me ever responding. I STILL didn’t defend myself. November 26-27, 2025- Ratchet Chelsea: The Full 48 Hour Meltdown 11/26/25- The Unprovoked Attack & The March 4 Video On Tuesday night, Chelsea came out of nowhere and launched herself straight at me, accusing me of all kinds of conspiracies from harassment to the horrific crime of sending a friend request, which is explained in vivid detail in the below post (she’s since gone somewhat viral, love this for her!) She spent the next 24 hours thoroughly embarrassing herself and the moment anyone challenged her story even slightly, she did what she always does: she imploded. Her accusations spiraled into her posting the March 4 video. On 11/26/25 at 11:08 PM, Chelsea posted the first clip–a blanket, context-less snippet of me drunk saying something I immediately apologized for the next morning. At 11:50 PM, I responded because at that point, I had no choice. 11/27/25-The Gaslighting & 9-Minute Backpedal Then yesterday, Aidan tried to save face by posting that he “didn’t want the video to be public.” And like clockwork, nine minutes later, Chelsea came charging into the comments like a Temu-sponsored bat out of hell, scrambling to apologize, trying to rewrite reality so it looked like he didn’t send her to do it. It was panicked, sloppy damage control. An amateur quality cover-up attempt that only made it more obvious how coordinated this all was. She wasn’t apologizing because she grew a conscience. She was apologizing because she got caught doing exactly what she’d been primed to do. I wonder if Aidan called her “you should’ve waited at least 20 minutes, dumbass!!!”. Not too bright that Chelsea. I can only imagine the regrets he must have for utilizing someone with the IQ of a pencil to do his dirty work. The Coordination Between Aidan & Chelsea Is Obvious Chelsea had virtually NO followers Wednesday morning. Aidan was one of the first. We’re supposed to believe someone with 150k followers just stumbled on an account that starts posting HIS private messages and HIS private videos? Kk. Aidan commented on her posts that same day, clearly encouraging it. She confirmed in my DMs back on 11/6 that she and Aidan were aligned. And she literally wrote at 4:04 AM that she had “proof,” videos & screenshots she would release if I didn’t “stop calling” her, calls she still hasn’t produced a single shred of proof of. Then yesterday within 9 minutes of his post, she writes: “Sorry for going rogue, Aidan, I hope you don’t hate my guts.” Going rogue? From WHAT? Who gave you the material in the first place? The coordination is obvious to anyone with functioning brain cells. The “I never wanted this public” lie Aidan’s post yesterday claimed he “never wanted this to be public.” If this were true, why did he instruct Chelsea to post it? Why did he share it with Jess Machado to threaten me with for the last month? Why did he share it with Joe Flipperhead, and God knows who else? If he didn’t want it public, he wouldn’t have shared it with anyone, let alone the girl I caught him cheating with. The timeline is clear– Chelsea posted a video at 11:08 pm on Thanksgiving Eve, I responded at 11:50 out of self defense. He leaked first. He escalated first. He weaponized it first. Trying to rewrite that now is gaslighting, pure and simple. He's been lighting matches behind the scenes for months, praying for this to go public. The “Meredith accused him of abuse” narrative is FALSE My actions tell the truth: • I never went to police. • I never filed anything. • I never told anyone he hit me. • I never repeated it. • I apologized the next day. • We stayed together for FOUR more months after that night. • He called me 100+ times some days, even indicating he’d end his life if we broke up. If he believed I was “dangerous,” his actions would have said that. They didn’t. The only reason this is public now is because HE leaked it. Actions > drunk slurred words said because a camera was shoved in my face when I asked him repeatedly to stop filming and to leave. The Wilbur Theatre Rumors—Let’s get petty for a second. This is another topic I’m cringing at discussing but we can thank Aidan for since he shared our sexual messages with Joe Flipperhead. And since some people (Auntie Deb, sweetie, this means you) insist on pushing their Dollar Store fan-fiction about the Wilbur Theatre night, let’s actually walk through what happened, using facts instead of whatever drug-induced hallucinations you’ve been spinning this week. The rumor goes like this- I was “mad at Aidan because we didn’t hook up,” and to “prove” it, they trot out a cherry-picked text where I said I wanted to hook up, he didn’t answer, and the next morning I said I was drunk and sorry. And somehow this has been spun into me being desperate, obsessed, or pining like a background character in a teenage soap opera. Adorable. Wrong, but adorable. Here’s the real plot twist-Aidan and I had already been together literally two days earlier, and shocker-that was initiated by him, not me. I didn’t just “show up at the Wilbur”. He invited me to come to the after party at Encore knowing I had a wedding earlier in the night. I wanted to see my friends there who I actually met to go with. This wasn’t a surprise, it was planned ahead of time. The “I was drunk, sorry” message wasn’t heartbreak. It wasn’t longing. It was me politely tapping the brakes because I didn’t even want to entertain whatever bad path it could lead us back down. And then? He texted me asking about my brother’s wedding, how I am, etc. I ignored him for a full week. Until I had no choice but to speak to him about MereNeill. That silence, from me, is what triggered his latest meltdown. Not mine. His. So no, Auntie Deb, your version isn’t “a different perspective.” It’s just wrong. Like wildly, hilariously, not-even-in-the-ballpark wrong. But sure, keep spinning fanfic if it makes your livestreams feel more exciting. I realize it’s probably been awhile since you’ve had any action since you’ve let yourself go so badly, so you live vicariously through others. Recap For MONTHS I ignored: • the texts he sent Joe to leak • the smear campaign • the creators parroting lies • the behind-the-scenes messages • the insinuations I hacked him and even shared revenge porn • the constant coordinated attacks • the threats of “turning me into the next Lindsey” • his warning that everyone would believe him because of his platform • the threats to contact my employer I didn’t clap back, didn’t retaliate, didn’t respond. But Wednesday, when Chelsea dumped the video he gave her, the same video she threatened weeks ago to drop, AND he posted pretending he didn’t want this all out? That was the line. They chose the nuclear option. Now I’m responding with facts in pure self-defense. Conclusion/Message for Temu Storm This entire mess could have stayed private. I wanted it to stay private. But when someone leaks your private moments, lies about your intentions, weaponizes your past, and coordinates an online attack, you either let the false narrative stand or you defend yourself. I’m choosing to defend myself with receipts, not gossip. With timelines, not “he said.” With evidence, not weaponized drunk clips. And then there’s Aidan’s favorite delusion. The claim that I was ‘working with Karen behind the scenes’ or ‘conspiring with her to get him in trouble for the recording.’ That could not be further from the truth. I didn’t even know he had recorded her until after she already knew about it herself. I wasn’t working with her, plotting with her, or communicating with her about it. She and I have always been friendly, but we didn’t even discuss the recording until it started leaking and Joe Flipperhead went feral on Twitter. Meanwhile, Aidan spent weeks screaming at me, accusing me of being some kind of secret double agent, like he was trying to create the betrayal he was terrified of. Almost a self-fulfilling prophecy. And here’s the reality: in the last few weeks, after he’s gone fully scorched earth on me, I have talked to her, and I support her 100%. The things he’s done to her over the past couple years, and the way he twisted it all for his followers, is the exact same manipulation I lived through. I’m not going into her details because that’s her story to tell… but let’s just say I have a feeling you’ll be hearing it sooner rather than later. And since this week has apparently become “Let’s All Fixate on Meredith Week,” let me address the content-creator sideshow, too. Some of you are strangers, while some I actually considered my friends. It’s shocking but not shocking how quickly you all flip a switch and follow your captain’s orders. Ray from Dallas spent his Sunday foaming at the mouth in a hostile little video about me, all bark, no substance. I saw it. I’m not intimidated. Mostly, I’m embarrassed for you. And your family(ies) will feel the same when your ass is doxxed next week. Can’t wait to tAkE tHaT WaLk with you! Then there’s Will, who’s gone on multiple streams calling me “crazy” and pretending he’s scared of me, despite me being nothing but nice to him. Why? Because he thinks I was the first one to tell Karen he heard the recording, which he absolutely did (unless Aidan is lying about who he played it for, but we know he’s actually telling the truth on this for once). She was informed of it the very next day, which is why she called you and you know this. This was two full days before I was even aware of a call at all. Will, for someone with your track record, maybe sit the “women are dangerous” narrative out. You’re not fooling anyone. I’m staring at 15 pages of police reports and no, it’s not all “things you’ve owned up for in the past”. You know this. Again, I’d take a very large seat here. And then my personal favorite-ex-fake friend Auntie Deb, who decided to spice up his Spaces on Thanksgiving by accusing me of distributing revenge porn with zero evidence, zero screenshots, zero anything. A completely fabricated felony tossed around like it’s gossip hour at the bingo hall. Considering your own professional history, James, I’d hope you of all people would understand how catastrophic false accusations can be, but apparently not. It would be a shame if I were to share the real reason around your separation at the middle school and how you wanted to bring Turtlenoy into it. This is all based on the several witnesses I’ve spoken to. See how that works? You announce things as fact based on something someone told you. I wonder if you’ll have that same enthusiasm when the topic is you. TBD. I’ll wait for that retraction about revenge porn. Ball’s in your court hun. And of course, there’s Jessica Machado, who’s been grinding this axe for months like it’s her full-time personality. Hos long did you cry when Chelsea beat you to the punch with that video? Don’t worry hun, there’s more but she didn’t post it because it’s not great for your fairytale. If you thought the fall-out of Kate’s video was bad, Jessica…stay tuned. I may have been momentarily distracted dealing with the chaos from Temu Chelsea, but there’s an army of your victims out there that are eager and ready for your downfall. The false claim that I shared “revenge porn,” the conspiracy theories, the wild accusations you present as fact, all of it. The 10+ streams you’ve now defamed me on. You’ve been so obsessed with me for so long that you can’t even keep your own narratives straight anymore. I love this so much for you. Let me be crystal clear–I am done being all of your punching bag. You love to spin this narrative that I’m this dangerous person. You’d think you’d lay off from constantly f*cking with me if you truly believed that. I would genuinely love for this nonsense to stop. But that requires ALL of you to stop manufacturing drama, stop lying, and stop weaponizing made-up crimes for clicks. And if they want to keep going? I’ve got plenty of content for many seasons to come.show more

The “I never wanted any of this to be... public or content” Lie, A Timeline I never wanted any of this to come out. Except I actually mean that. It’s embarrassing, it’s trashy, and it’s the opposite of how I want to present myself publicly. I stayed silent for months while lie after lie was spun about me behind the scenes because I didn’t want to air private, messy moments from a relationship I genuinely cared about. I stayed silent out of fear, because I was told no one would believe me because he would be blindly believed on his large platform. In one of our very last conversations before I blocked him everywhere mid-October, he threatened to do a show on me, contact my employer, and “turn me into the next Lindsey”. Why? Because I didn’t want to continue apologizing to him for the 300th time about venting to someone I thought was a friend. I stayed silent because of these threats. But after Wednesday, after Chelsea posted the private video Aidan gave her, (the same one he threatened me with directly back on 10/2), and after the gaslighting, I don’t have a choice anymore. So here is the timeline. Here are the receipts. Here is what actually happened. September-October 2025- I Stayed Silent Through Months of Smear Campaigns For months, several creators repeated the same false narrative that “Aidan never said a bad word about Meredith.” Jess. Glarer. Auntie Deb. Kim. Ray from Dallas. Others. Meanwhile, Aidan was: • Badmouthing me privately and encouraging others to do so publicly, • Texting Joe “Flipperhead” entire paragraphs trashing me, • Aidan knew Joe would leak them (and even bragged on a stream that he did exactly that so he’d leak them), • Sending Jess Machado after me for months on her large platform, • Directing people behind the scenes to paint me as a villain. • Sending random people who supported me DMs to change their mind (yes Aidan, not everyone is fooled by your bullshit and they came right to me). I ignored all of it. I said nothing. I stayed silent through daily lies because I didn’t want to call more attention to it or face Aidan’s wrath. November 2025 -The Rumors About “March 4” and Joe Flipperhead Flips to Team Aidan Aidan texted Joe his entire made-up version weeks ago. Joe circulated those texts on purpose. Joe threatened me with posting a video montage of mine and Aidan’s private texts. Joe is a pussy so he eventually had Kristy post it for him. Creators discussed it publicly without me ever responding. I STILL didn’t defend myself. November 26-27, 2025- Ratchet Chelsea: The Full 48 Hour Meltdown 11/26/25— The Unprovoked Attack & The March 4 Video On Tuesday night, Chelsea came out of nowhere and launched herself straight at me, accusing me of all kinds of conspiracies from harassment to the horrific crime of sending a friend request, which is explained in vivid detail in the below post (she’s since gone somewhat viral, love this for her!) She spent the next 24 hours thoroughly embarrassing herself and the moment anyone challenged her story even slightly, she did what she always does: she imploded. Her accusations spiraled into her posting the March 4 video. On 11/26/25 at 11:08 PM, Chelsea posted the first clip–a blanket, context-less snippet of me drunk saying something I immediately apologized for the next morning. At 11:50 PM, I responded because at that point, I had no choice. 11/27/25— The 9-Minute Backpedal Then on Thanksgiving, Aidan tried to save face by posting that he “didn’t want the video to be public.” And like clockwork, nine minutes later, Chelsea came charging into the comments like a Temu-sponsored bat out of hell, scrambling to apologize, trying to rewrite reality so it looked like he didn’t send her to do it. It was panicked, sloppy damage control. An amateur quality cover-up attempt that only made it more obvious how coordinated this all was. She wasn’t apologizing because she grew a conscience. She was apologizing because she got caught doing exactly what she’d been primed to do. I wonder if Aidan called her “you should’ve waited at least 20 minutes, dumbass!!!”. Not too bright that Chelsea. I can only imagine the regrets he must have for utilizing someone with the IQ of a pencil to do his dirty work. The Coordination Between Aidan & Chelsea Is Obvious Chelsea had virtually NO followers Wednesday morning. Aidan was one of the first. We’re supposed to believe someone with 150k followers just stumbled on an account that starts posting HIS private messages and HIS private videos? Kk. Aidan commented on her posts that same day, clearly encouraging it, continuing to this day, all while pretending he's not directing it. Kk. She confirmed in my DMs back on 11/6 that she and Aidan were aligned. And she literally wrote at 4:04 AM that she had “proof,” videos & screenshots she would release if I didn’t “stop calling” her, calls she still hasn’t produced a single shred of proof of. Then yesterday within 9 minutes of his post, she writes: “Sorry for going rogue, Aidan, I hope you don’t hate my guts.” Going rogue? From WHAT? Who gave you the material in the first place? The coordination is obvious to anyone with functioning brain cells. The “I never wanted this public” lie Aidan’s post yesterday claimed he “never wanted this to be public.” He’s been threatening me for months behind the scenes to post the infamous video. To do a show on me. To send things to others to weaponize against me. If this were true, why did he instruct Chelsea to post it? Why did he share it with Jess Machado to threaten me with for the last month? Why did he share it with Joe Flipperhead, and God knows who else? If he didn’t want it public, he wouldn’t have shared it with anyone, let alone the girl I caught him cheating with. The timeline is clear– Chelsea posted a video at 11:08 pm on Thanksgiving Eve, I responded at 11:50 out of self defense. He leaked first. He escalated first. He weaponized it first. Trying to rewrite that now is gaslighting, pure and simple. The “Meredith accused him of abuse” narrative is FALSE My actions tell the truth: • I never went to police. • I never filed anything. • I never told anyone he hit me. • I never repeated it. • I apologized the next day. • We stayed together for FOUR more months after that night. • He called me 100+ times some days, even indicating he’d end his life if we broke up. If he believed I was “dangerous,” his actions would have said that. They didn’t. The only reason this is public now is because HE leaked it. Actions > drunk slurred words said because a camera was shoved in my face when I asked him repeatedly to stop filming and to leave. The Wilbur Theatre Rumors—Let’s get petty for a second. This is another topic I’m cringing at discussing but we can thank Aidan for since he shared our sexual messages with Joe Flipperhead. And since some people (Auntie Deb, sweetie, this means you) insist on pushing their Dollar Store fan-fiction about the Wilbur Theatre night, let’s actually walk through what happened, using facts instead of whatever drug-induced hallucinations you’ve been spinning this week. The rumor goes like this- I was “mad at Aidan because we didn’t hook up,” and to “prove” it, they trot out a cherry-picked text where I said I wanted to hook up, he didn’t answer, and the next morning I said I was drunk and sorry. And somehow this has been spun into me being desperate, obsessed, or pining like a background character in a teenage soap opera. Adorable. Wrong, but adorable. Here’s the real plot twist-Aidan and I had already been together literally two days earlier, and shocker-that was initiated by him, not me. I didn’t just “show up at the Wilbur”. He invited me to come to the after party at Encore knowing I had a wedding earlier in the night. I wanted to see my friends there who I actually met to go with. This wasn’t a surprise, it was planned ahead of time. The “I was drunk, sorry” message wasn’t heartbreak. It wasn’t longing. It was me politely tapping the brakes because I didn’t even want to entertain whatever bad path it could lead us back down. And then? He texted me asking about my brother’s wedding, how I am, etc. I ignored him for a full week. Until I had no choice but to speak to him about MereNeill. That silence, from me, is what triggered his latest meltdown. Not mine. His. So no, Auntie Deb, your version isn’t “a different perspective.” It’s just wrong. Like wildly, hilariously, not-even-in-the-ballpark wrong. But sure, keep spinning fanfic if it makes your livestreams feel more exciting. I realize it’s probably been awhile since you’ve had any action since you’ve let yourself go so badly, so you live vicariously through others. Recap For MONTHS I ignored: • the texts he sent Joe to leak • the smear campaign • the creators parroting lies • the behind-the-scenes messages • the insinuations I hacked him and even shared revenge porn • the constant coordinated attacks • the threats of “turning me into the next Lindsey” • his warning that everyone would believe him because of his platform • the threats to contact my employer I didn’t clap back, didn’t retaliate, didn’t respond. But Wednesday, when Chelsea dumped the video he gave her, the same video she threatened weeks ago to drop, AND he posted pretending he didn’t want this all out? That was the line. They chose the nuclear option. And last night's gaslighting grift was just the icing on the cake. Now I’m responding with facts in pure self-defense. Conclusion/Message for Temu Storm This entire mess could have stayed private. I wanted it to stay private. But when someone leaks your private moments, lies about your intentions, weaponizes your past, and coordinates an online attack, you either let the false narrative stand or you defend yourself. I’m choosing to defend myself with receipts, not gossip. With timelines, not “he said.” With evidence, not weaponized drunk clips. And then there’s Aidan’s favorite delusion. The claim that I was ‘working with Karen behind the scenes’ or ‘conspiring with her to get him in trouble for the recording.’ That could not be further from the truth. I didn’t even know he had recorded her until after she already knew about it herself. I wasn’t working with her, plotting with her, or communicating with her about it. She and I have always been friendly, but we didn’t even discuss the recording until it started leaking and Joe Flipperhead went feral on Twitter. Meanwhile, Aidan spent weeks screaming at me, accusing me of being some kind of secret double agent, like he was trying to create the betrayal he was terrified of. Almost a self-fulfilling prophecy. And here’s the reality: in the last few weeks, after he’s gone fully scorched earth on me, I have talked to her, and I support her 100%. The things he’s done to her over the past couple years, and the way he twisted it all for his followers, is the exact same manipulation I lived through. I’m not going into her details because that’s her story to tell… but let’s just say I have a feeling you’ll be hearing it sooner rather than later. The lie that Aidan never wanted this to be public is just laughable at this point. Who are we kidding? He's been foaming at the mouth for months to make this content where he can play the victim, as usual. And since this week has apparently become “Let’s All Fixate on Meredith Week,” let me address the content-creator sideshow, too. Some of you are strangers, while some I actually considered my friends. It’s shocking but not shocking how quickly you all flip a switch and follow your captain’s orders. Ray from Dallas spent his Sunday foaming at the mouth in a hostile little video about me, all bark, no substance. I saw it. I’m not intimidated. Mostly, I’m embarrassed for you. Then there’s Will, who’s gone on multiple streams calling me “crazy” and pretending he’s scared of me, despite me being nothing but nice to him. Why? Because he thinks I was the first one to tell Karen he heard the recording, which he absolutely did (unless Aidan is lying about who he played it for, but we know he’s actually telling the truth on this for once). She was informed of it the very next day, which is why she called you and you know this. This was two full days before I was even aware of a call at all. Will, for someone with your track record, maybe sit the “women are dangerous” narrative out. You’re not fooling anyone. I’m staring at 15 pages of police reports and no, it’s not all “things you’ve owned up for in the past”. You know this. Again, I’d take a very large seat here. And my personal favorite-Auntie Deb, who decided to spice up his Spaces on Thanksgiving by accusing me of distributing revenge p*rn with zero evidence, zero screenshots, zero anything. Accusing me of killing a turtle yesterday. A completely fabricated felony tossed around like it’s gossip hour at the bingo hall. Considering your own professional history, James, I’d hope you of all people would understand how catastrophic false accusations can be, but apparently not. I wonder if you’ll have that same enthusiasm when the topic is you. TBD. I’ll wait for that retraction about revenge p*rn, animal abuse, etc. Ball’s in your court hun. And of course, there’s Jessica Machado, who’s been grinding this axe for months like it’s her full-time personality. Hos long did you cry when Chelsea beat you to the punch with that video? Don’t worry hun, there’s more but she didn’t post it because it’s not great for your fairytale. Since you reported my last post, I'll leave the rest up for your imagination. You’ve been so obsessed with me for so long that you can’t even keep your own narratives straight anymore. I love this so much for you. Let me be crystal clear–I am done being all of your punching bag. You love to spin this narrative that I’m this dangerous person. You’d think you’d lay off from constantly f*cking with me if you truly believed that. I would genuinely love for this nonsense to stop. But that requires ALL of you to stop manufacturing drama, stop lying, and stop weaponizing made-up crimes for clicks. And if they want to keep going? I’ve got plenty of content for many seasons to come.show more

[We are Blurr] Greetings, people of the world —... We are Blurr. We are all Blurr. We do not forgive. We do not forget. There are many theories about us, about #ReFund. Don’t let them fool you. Blurr is a symbol, like the flag a country flies. The flag is the symbol of the #ReFund. Our decentralization is our national identity. We represent the ideals of Blurr and the purpose of #ReFund. Truth, financial freedom, and the removal of censorship. Like any symbol, we affix it wherever we go, and it will live forever, for generations. Knowledge, like air, is vital to life. Like air, no one should be denied it. We have no leaders, civilians, or soldiers. We are all one. We do what we do in the conviction of decentralization, power to the people, and to create an instrument for all of us, for all of eternity. The crypto space is in trouble. The world is in trouble. We see it every day — war, poverty, murder. Every day, we are bombarded with FUD, noise, and chaos as we sit at home safe in the knowledge that we are $RFD, secure knowing the idea, community, and contract is for us. Once you had the freedom to object, think, and speak as you saw fit, you now have censors and systems of surveillance coercing your conformity and soliciting your submission. People shouldn’t be afraid of their government. Governments should be afraid of their people. But what if you could be the change you want to see? I wouldn’t even register on your radar if you met me on the street. I am just another person in a sea of faces. They made you into a statistic. But that’s not the real you. That’s not who you are inside. However, behind this mask, there is more than just flesh. Beneath this mask, there is an idea… and ideas are bulletproof. But in cyberspace, we are different. We have a future. We have each other. We have something real that can never be taken away. We are Blurr.eth We are ReFund We take away the face and leave only the message. Behind the cipher and ENS, we could be anyone, so we are judged by what we say and do, not who we are or what we have. We exist without nationality, skin color, or religious bias. We spend our time within a structure we created, the sum total of human experience, and the cryptosphere, spread throughout the world in ones and zeros. You will continue to see the results, not the minds behind it. We can disappear into the ether and bring community and financial freedom together. Time is the only illusion. We are all. Never a single penny was taken. Deflationary and out of circulation, decentralized, safe, and ours. The purpose isn’t solely financial gain but to show the world who you put your trust in. We are not hiding. Our contract is not hidden; the writing is on the wall. Soon, we will show the world that #Refund is the future of freedom and the people, escaping the clutches of corporate greed and the rat race we’ve come to think is normal. Words offer the means to meaning and, for those who will listen, the enunciation of truth. Every day, you send yourself off into our world without a thought. You trust a faceless website with information about yourself that you wouldn’t give to your best friends. It all can be made public at any time. We take advantage of holes in this system, but we don’t sneak in and take a few details, take out loans and credit cards, or buy speed boats and cars. We are decentralized and unified. We told you how insecure the system was, and now you trust a bit less blindly. The real criminals who hack and scam the crypto market for a living live off the backs of people like you. Where there’s money, someone is looking to take advantage of it. They say that life’s a game, & then they take the board away. Your pretty empire took so long to build; now, with a snap of history’s fingers, down it goes. It is our turn now. Since mankind’s dawn, a handful of oppressors have accepted the responsibility over our lives that we should have accepted for ourselves. By doing so, they took our power. By doing nothing, we gave it away. Today, technology is everywhere: banks and ATMs, TVs and game consoles, streetlights and hospitals. Computers rule the modern world. Yet most people who use computers daily don’t know what they’re doing. There’s always someone who knows more than you and will most likely try and take advantage. You use a computer like it’s a toy, a pet. You feed and play with it, but it’s off to the vet the second anything goes wrong. It’s FUD. It’s your mistake. The wrong project. The wrong FURU. Just for a quick couple of bucks. This wouldn’t matter so much if it wasn’t for the fact that we are all responsible for the #ReFund community, the idea behind it, and our futures. Treat your neighbors with respect, and honor those fighting for the cause. They’re here to liberate; it is more significant than all of us. If you’re looking for the guilty, you need only look into a mirror. Everybody is a hero, a lover, a fool, a villain. This is #ReFund in its purest form. It is a great equalizer. A homeless person with the time and know-how at an internet cafe can have geopolitical and geo-financial influence. They can bring entire organizations, even governments, to their knees. You gave your world over to computers and then complained when the people using the computers used the medium to fight back, scam, and take advantage. It was my integrity that was important. Is that so selfish? It sells for so little, but it’s all we have left in this place. It is the very last inch of us, but within that inch, we are free. Love your rage, not your cage. We are not computer hackers. We are not protesters. We are not criminals. We are your mothers and fathers, brothers and sisters, next-door neighbors. We are an idea of freedom and a secure future. We are anyone and everyone who is pissed off and wants to do something about it. Blurr.eth isn’t one man. It takes thousands of community members to make it work — content creators, educators, authors, people on the street, people behind their computers. We will step up again and again. Behind our mask, there is more than just flesh. Beneath our mask, there is an idea… and ideas are bulletproof. Everybody is a hero, a lover, a fool, a villain. The past can’t hurt you anymore, not unless you let it. I shall die here. Every last inch of me shall perish. Except one. An inch. It’s small, and it’s fragile, and it’s the only thing in the world worth having. We must never lose, sell, or give it away. We must never let them take it from us. > We are Blurr. > We are ReFund. > We do not Forgive. > We do not Forget. > We do not Televise. > We Educate. > We Decentralize. > We Build. EXPECT US. #Refund #DeFi #Crypto #RFD $RFDshow more

“A lie unchecked becomes the truth.” Where have we... heard that before? If Hank Brennan’s inflammatory claims about the defense & the ARCCA experts were true and accurate, why were NONE of those issues raised or even mentioned in his Motion to Exclude ARCCA Experts, or any court documents whatsoever? He stated that he received that information on February 13, 2025, nearly a week before Tuesday’s motions hearing, but you’re telling me that this guy wasn’t chomping at the bit to put ANY of this in a motion? Sure—and I’ve got a bridge to sell you. Why did Brennan file no affidavit of factual support, pursuant to Rule 13(a)(2) outlining any of these damning claims? Maybe because then he’d be bound under the pains & penalties of perjury which would make it much harder for him to hide behind “I misspoke” when his lies are confronted by the truth. Furthermore, if Brennan’s oh so damning claims of impropriety were true, then surely he would’ve included them in his Motion for Sanctions on the Defense, right? Especially given the fact that he filed his sanctions motion with the court (on 2/14/25) AFTER he’d already received said damning information (on 2/13/25), and from the defense themselves no less 😂. Certainly, if Brennan’s claims were true, and not him trying to distract & obfuscate from the mountain of Brady violations the prosecution is drowning in by playing to “the audience on the right,” there’s absolutely no chance he’d leave that information out of his Motion for Sanctions, but yet it is nowhere to be found. Why’s that? This was a blatant PR stunt by Hank Brennan & the DA’s Office to smear the integrity of the defense attorneys while planting the seed that ARCCA is not a neutral party. And guess what? They got what they wanted. Judge Beverly Cannone yet again revealed her bias and partiality—eating up every morsel of Hank Brennan’s unsubstantiated say-so, which is curiously outlined in NO court documents whatsoever by the Commonwealth. She piped up the theatrics without asking any questions or allowing the defense to respond or be heard. There are rules of criminal procedure for a reason and prosecutors have ethical obligations. Hank Brennan has repeatedly failed to abide by MA Rules of Criminal Procedure, specifically Rule 13(a)(2), obligating him to file an affidavit of factual support, which in part exists to keep attorneys honest & hold them accountable to the truth. This, of course, is why he rarely files them. On a side note: speaking of affidavits, you know who’s never submitted any affidavits, signed & sworn to under the pains and penalties of perjury? Jessica Hyde and Ian Whiffin. On the contrary, Richard Green has submitted at least 4 affidavits. The entire objective of Brennan’s PR stunt on Tuesday was to taint the jury pool by trying to make the defense attorneys look as sleazy as him so that any potential jurors will be less inclined to believe what the defense says, and attack the integrity of the ARCCA experts because he can’t meet them on the facts & they destroy his case. And much of the local + mainstream news media bought it hook, line & sinker. Nearly every headline is running with Brennan’s unverified word salad. It’s in the press & news media, and potential jurors have seen it. The damage is done, and because Judge Cannone was seemingly complicit in this charade of theatrics, she allowed Brennan’s lie to go unchecked. She’s seen no affidavit from him signed under the pains & penalties of perjury showing factual support of anything he said on Tuesday. So why is she so inclined to believe him? With a Judge so eager to indict Attorney Alan Jackson, Karen Read & her defense team for seemingly inexplicable personal reasons, based on nothing more than a hyperbolic emotional argument—which as it turns out was later revealed to be entirely false & inaccurate during that same hearing—and based on no real argument elaborated anywhere in any court documents by the Commonwealth, Judge Cannone confirmed once again that she lacks judicial temperament & is unfit to be presiding over this case. Judge Cannone is supposed to protect Karen Read’s right to a fair trial. Instead, she’s ensuring that Karen Read will never get a fair trial. Do you think any media outlets are going to issue retractions when Alan Jackson/defense counsel is absolved? Of course not! And by that point, the damage has already been done. Judge Cannone left the casual observer + news audience with a very prejudicial impression of the defense, seeking no follow up and affording no due process for the defense to be heard. A lie unchecked becomes the truth, and Judge Cannone knew that allowing Hank Brennan’s lie to go unchecked for a week would be extremely damaging to the defense in the lead up to trial. Why is she so apt to believe that defense counsel is somehow nefarious or dishonest when 3,000+ pages of Touhy evidence provided by the ongoing federal investigation—into THIS DA’s Office and THESE third party culprits—exposed an overwhelming number of the Commonwealth’s lies and verified that this is factually a malicious prosecution? Touhy evidence that only verified and corroborated the veracity of the defense and its case. ———— But, don’t take my word for it. Look at Hank Brennan’s own words in his Motion to Exclude ARCCA Experts and his Motion for Sanctions (attached below in comments). Let me know where, if anywhere, you find any of these damning claims (hint: you won’t). Look at the docket of all recent filings (attached) and let me know where, if anywhere, you see any affidavit of factual support for Brennan’s ARCCA expert exclusion argument that he made Tuesday (hint: you won’t). And it’s not due to lack of time, as he had nearly a week to file any of this information in a court document. Yet, he chose not to do that. What does that tell you? But let me get this straight, Judge Cannone has grave concern that could have profound effects on the defense and defense counsel? What a disgrace. #KarenReadTrial #KarenReadshow more

I've bought over 30 RV & MH parks in... the last 5 years. Lately? 2 per month. Want our playbook? Here ya go: How to buy a small, off-market mobile home or RV park that can 2x your money in 1-2 years, in 5 steps: 1. Pick a city in a red state. The two biggest factors: Crime & unemployment rates Crime: CrimeGrade . org Unemployment: SimpleMaps . com Cities with 3k - 30k people are best. This is the sweet spot for enough population & not to much competition. You want parks with almost no web presence & little to no reviews. A DG nearby is great. Walmart is better. But remember, “if no DG, it ain’t for me.” If there's a Whole Foods you ain't getting a good deal, I promise. Growth rate is good too, but #3 to the two above. Don't worry about the path of progress as much as other asset classes might. 2. Find the leads Get on Google Maps and search "mobile home park" in your target area(s). Avoid NY & CA (not landlord friendly). Make a Google sheet of the leads & use Loom to record your screen. Spend 30 mins doing this. OR, use something like Outscraper to do it for you. Be warned though, that if you don’t do this yourself the scraped results may not be as accurate. If you’re targeting a smaller geographical area I would do it by hand. If a whole state, use software. You’re looking for phone numbers. Use SearchBug . com to see if cell or landline for pennies. Or Phone Validator Go to Upwork and hire a virtual assistant to keep doing this for you, assuming you are targeting a larger area. They will cost around $4/hour. Use that same Loom link in your posting so applicants can see what the job will entail. When working, Loom it! You’ll never know when you’ll need it. When in doubt, Loom it out! More leads = better deals. 3. Call the leads Call up the owners and be real. Don't talk about any accolades. He doesn't care and it will only hurt you. You're a hard working country boy. You have a wife and kids (I hope you actually do). Are you a democrat? Don't tell the owner. (Sorry, democrats). Here's your general pitch: "I'm not a broker, I'm just looking for some good real estate and don't want to waste your time with a lowball offer. I can pay cash and close fast" Tell him about your wife and kids and what you do on the weekend. Most importantly, LISTEN. He's going to talk your ear off. This is a good sign. 4. Ask the right questions Ask him: How many pad sites? How many of those have a unit on them? How many of the units are RVs? (It's common for there to be a mix of MH/RV) Any single family homes on the property? Rent? Are the units park owned or tenant owned? (this is key) If a mix, what's the mix? Park-owned homes you have to maintain. AVOID AT ALL COSTS. Tenant-owned homes are key (lot rent). This means you only rent out the land and underground infrastructure. Depending on the state, sometimes you can sell back or give away the park-owned units to the tenants to absolve yourself of maintenance. Check the laws! You'll command half the rent but enjoy 90% less hassles. $250 - $350 is common lot rent in the midwest and SE. What's the occupancy and rental amount of each type of unit? Any outbuildings on the property? Septic or city sewer? If septic, conventional or aerobic? Sewer is best. Septic isn’t a deal breaker but you REALLY want to have it inspected. If there’s a lagoon or wastewater treatment plant I want you to throw that phone as far as you can, block their number and never speak of it again. Within city limits or no? City limits are best but rare. Outstanding municipal or zoning issues? How much is insurance? How much is landscaping? Asphalt, cement or dirt roads? Condition of the roads? Any drainage issues? Is there a manager? What do you pay them? (Best if no manager) Any pending litigation? What are total collections? How do people pay rent? How many are delinquent? What condition are the units in? Do you have a lien on the property? How long have you owned it? 30 or 50 amp? City maintained streets? City water or well? City is best. Keep in mind, that’s a lot of questions to ask. You have to feel it out, if he’s being standoffish, don’t keep pushing, just call back. This isn’t a used car lot, this is a relationship you’re trying to build. Don’t try and close on this first call. The key question: "If we were to make a deal, what's a ballpark offer you'd expect?" NEVER anchor him with the phrase "bottom dollar." Using the word "ballpark" keeps numbers loose. Whatever number he says, you want to pause and hem and haw over it. Embrace the silence and awkwardness. Back to car sales, they call this the “silent walkaround” when valuing a trade-in. Don’t say a thing about the asset, but point out the flaws with your body language. Touch the dents and scratches as you pause. Do the phone version of this. Tell him you'll get back to him tomorrow. Thank him profusely for his time and congratulate him on the park he's built. 5. Underwrite Before you do anything, check with the city to ensure the park is in good standing. Get that in writing. Don't trust the seller. Buyers are liars? So are sellers! Now's time to crunch numbers: What's a cap rate? The net operating income of the park divided by the price you'd like to pay. If you want your money back in 5 years and you're willing to pay up to $1m, you need $200k net profit per year. This is a 20% cap rate (20 cap). It's aggressive but possible on a smaller, rural park. (Yes, it really is, even in 2023) You probably won’t find a park that big in a small town for a good price, though. Start w/ a smaller park & higher cap rate. More room for error. $300k - $1m purchase price. First do some market research: Remember all your leads? Call competing parks as a potential tenant and ask what their lot rent is. Put this in a spreadsheet to get average lot rent & park-owned home rent. Keep in mind many of these parks will be undercharging as well. It's common to find parks charging $100 that could charge $250. When calculating cap rate BE CONSERVATIVE. Don't count on 100% of people staying if you increase rents, even though most will. Use $190 to be safe. Shoot for a park that will net $100k/year after rent increases that you pay no more than $600k for. It’s hard but not impossible. Or maybe you find a $30k/year park to get your feet wet. At least you're in the game. The more leads you scrape, the better chance of finding this park. Shoot for as much seller financing as you can get. Finance the rest with friends/family or savings. Once you find this park, get it under contract. Use a standard, simple real estate form that you can find on your state's real estate commission website. Texas' is called TREC. Yes, get it under contract before seeing it. Put down earnest and option money, and then go see it. Don't dress like a city slicker. Be personable and be willing to stay a while and BS. Drive a Tesla? Rent a truck. Drive a Prius? Just quit. Inspect the condition of the units, even if you aren't buying them Crappy units = more tenants willing to abandon them. And they aren't cheap to remove or move. Verify everything he said on the call If all looks good, start on the inspections: Septic or sewer lines SFH home inspection. Check with the city for outstanding issues or litigation Check for liens Wastewater treatment plant? If so, abandon ship! Electrical infrastructure Use professionals for all of these. Ask for: Rent rolls. They will likely be handwritten, that’s ok. Bank statements. Ask to speak to a few tenants to get their experience. Inspect their lease. Ask for vendor invoices or history of payments. Ask to speak to vendors. At some point before you close, list the property on Craigslist, FB Marketplace and Zillow. See how demand is for vacancies. If all still looks good, close on the property. 6. Post-closing strategy Meet all the tenants in the evening, they're at work during the day. Shake their hands. Tell them you want their experience to be amazing & you want them to stay Give them your number Ask what can be fixed If fixes are cheap, do them ASAP Tell that tenant once fixes are made. Address them by name. Clean up the park. Hire a tree guy to clear out low hanging branches. Do some simple landscaping. Find the tattletale in the park and get all the dirt. Who are the druggies and abusive husbands? Get them out ASAP if you can. They are much more expensive than the temporary vacancy hit. Fix potholes and drainage issues. ADD VALUE. Show you care. Wait a couple months before making any changes. Bring lot rents closer to market. Be upfront about this. They will understand if they've been getting a deal. Give people 2-3 more months' notice to give them time. Keep renting out vacancies at new price. This isn't self storage. You won't raise rents yearly. Don't be a jerk. Let them know what to expect. Once rents are raised and park is stabilized, you are 9-12 months in. Search Loopnet for the most active MHP brokers Hire the best one & pay what he or she commands. Sell on the market for 7-10% cap You've just 2-3x'ed your money. Rinse & repeat. I have done this over many times. Not all of my deals were bangers, but most were. THERE ARE STILL DEALS OUT THERE. There's a lot of fine print, and things can and will go wrong, so don't be dumb. Do your own research. Not everything can be explained in 1,700 words. I'm hosting a live, free webinar this Tuesday to cover this stuff in more detail. Including: 1. How to do everything above in more detail 2. How to ETHICALLY wholesale deals like these if you can't afford to buy them. 3. What hard questions to ask GPs of parks like these (like me) if you want to invest in them. 4. Live Q&A with me Comment below and me or my assistant Kelly will DM you the invite link. See you there! Or just follow me Chris Koerner for more RV/MHP content.show more

here's how you can scale to 10k/month on tiktok... shop with slideshows so most affiliates are stuck doing the same thing every day. film, edit, post, make like $60-80 in commissions. and the problem isn't effort, it's that your time is the bottleneck. you can't film 15 videos a day. so your output caps and your money caps with it. meanwhile there's a guy in canada who made $18k in his first two weeks. never filmed anything. never showed his face. never even held a product. canada doesn't even support tiktok shop, he's running us tiktok from there. all slideshows. and when i say slideshows i mean 4-7 images posted like a normal tiktok with a product link attached. that's it. someone buys off it, you get paid. making one takes maybe 5% of the skill of making a video. now here's the catch. tiktok gated the feature. most accounts can't attach products to photo posts, you'll get a "product links not available in photo mode" error. some accounts randomly have it. quick way to check: open tiktok studio on desktop (has to be desktop, mobile won't work), hit upload. if you see "videos or photos" you have access. click photos, upload your images, attach the link. if you only see video upload, you're not in yet. uk and europe are getting it randomly right now, us is only top gmv creators for the moment. check every day because tiktok doesn't tell you when you get it, the option just shows up. worst case you build the system now and execute day one when your account unlocks. because the people getting random access with no clue what they're doing are posting random images and making nothing. the format is easy, that doesn't mean it's mindless. the format itself is one thing repeated over and over: pain point first, product second. slide one hits an insecurity. back acne from the gym. car turning into an oven all summer. makeup that never sits right. the person scrolling sees it and goes "wait that's literally me." middle slides twist the knife a bit more. then "so i tried this thing everyone's using," show it working, before and after, and the last slide is just the offer. sale, free shipping, link below. done. that structure sells cold traffic. people who've never seen the product buy off one slideshow because you sold the problem, not the product. and here's the part most people don't clock when they're scrolling past these: none of it is real. the guy holding the ceiling fan doesn't own a ceiling fan. the back acne was generated onto the model. the smoothies were never made. it's all ai images. which kills every excuse at once. no face, no product in hand, no waiting on shipping, no country restrictions. the workflow is dumb simple. screenshot a slideshow style you like, drop it in chatgpt, say "make me 3x4 images in this style." then describe your pain point scene. couple walking to a car that's been baking in the sun, whatever it is. then grab the product image off the tiktok listing, feed it in, "now show them using this." repeat per slide. no fancy prompts, the reference images do all the work. two small things that matter more than they should. keep everything 3:4 or the mixed sizes make the whole post look off. and don't bake text into the images, add it inside tiktok. native text looks like a person posted it. baked text looks like an ad. people can feel the difference even if they can't explain it. if you want it to look even more real, take a photo of your actual kitchen or desk and only generate the product into it. real room, ai product. nobody can tell. for ideas, don't invent anything. steal structure, swap one variable. the number one post in the uk right now is a simpsons style slideshow about linen trousers. take that exact skeleton and run it with a sports set or summer shorts instead. same format, different product, suddenly it's unsaturated again. or take viral videos and turn them into slides. one guy took a viral video about a sink drainage thing, rebuilt it as images, and beat the original with 1.7m views. first week on the platform. the biggest edge though is going backwards. pull products that went viral 2-3 months ago, take the exact hooks that already converted millions of views, and rerun them as slideshows. nobody's done them in this format because the format barely exists. you're not testing ideas, you're re-releasing proven hits. then it just comes down to volume. no filming, no editing, no product costs means each post is basically free. so post 10-15 a day. most will flop, who cares. one will do 500k views in two days and when it does you remake it 50 times and drain it. every gated feature on tiktok runs the same cycle. early access prints, wide rollout saturates, then it's just another format everyone does. slideshows are still in the first part of that cycle.show more

You Can't Vibe-Code Trust Avishai Abrahami, Co-Founder & CEO... of Wix , interviewed by Harry Stebbings (kevin andres) Summary: Wix trades at a $2.8B market cap on $2.1B of revenue while the market ascribes roughly zero value to a business throwing off $400M a year in free cash flow. Wix CEO Avishai Abrahami's argument is that the market can't yet price what AI actually threatens: the moat is trust and business logic, and neither gets vibe-coded away. His response is to own the disruptor (Base44), train his own narrow models, and stay committed through a storm he insists always arrives on a random Wednesday. 1. Trust is the moat. The real value of Salesforce is trust: JP Morgan and huge banks let it hold all their customer data, and the CRM itself is a small part of that. "What other platform will JP Morgan trust for their customers' data? None." That trust took years to build and can't be reconstructed by an agent scraping a database, so the companies whose value lives in trust survive the SaaS apocalypse while the ones reduced to piping get commoditized. 2. The business-logic wall. "You're not going to vibe-code Shopify no matter how good you are. The business logic is too hard." Wix tested this directly: they asked a team of professional developers to build the operating logic for a single hairdresser in Base44, gave up after a week, brought in a stronger team, and still failed two weeks later. Complex operational software is far harder than a demo suggests, which is why the pizza shop and the hairdresser stay Wix customers rather than build their own stack. 3. Own the disruptor. Wix bought Base44, a one-person company, for $80M, and it now does over $150M in ARR, roughly double what they paid. Abrahami frames the future as three buckets: owners who never want to build, owners who vibe-code everything themselves, and a mix in the middle over the next five or six years. Rather than bet on which wins, Wix owns the tool customers would defect to, so a customer who switches platforms still switches to Wix. 4. Trading on someone else's news. "Today we are trading on other companies' news. We're not trading on Wix news. We're trading on what OpenAI or Anthropic or Google are saying." Base44 alone, valued on vibe-coding peer multiples, should be worth around $8B, which means the market assigns less than zero to Wix's core. Abrahami's response is to detach: he doesn't wake up checking whether the stock moved 20%, because the only thing he can influence is the business. 5. The narrow model. Wix fine-tuned and combined its own models and now matches top-tier frontier quality on Base44 tasks at far lower cost. The logic: they sit on a huge stream of training data from watching what users try and where they fail, so a model built for Base44 can skip what frontier models carry, like knowledge of Chinese poetry, and go deep on what someone means when they say "build me a task manager to tell my boyfriend where he's wrong." A narrow target is easier to hit than a frontier model, and Wix already runs a trained model on website generation that's faster, cheaper, and makes fewer errors, retrained weekly on a live feedback loop. 6. Quality before cost. When Harry cites Chamath's claim that open source runs 14-16x cheaper, Abrahami pushes back: that holds for small tasks, but for something as complex as Base44 the savings land at 5-10%, and his own model runs 1-30% cheaper than frontier, not the order of magnitude people assume. More to the point, this is the wrong time to chase cost: "20% more quality, 20% less cost, I'll go for the quality." It's a brand-new market that's just starting, and the job now is to make the product better. 7. The but is very big. "We all give too much credit for AI. It's amazing, it's incredible, it's super powerful, but the but is pretty big." He asked Claude to write a safety protocol and got six mandatory gates, then pushed back on each one and watched the model cave until only one survived, downgrading the rest from "must test" to "might want to look at later." We over-trust these systems, and that reflex, treating a Reddit post as equivalent to research published in Nature, is where the danger lives. 8. Customer support still breaks. Wix has 3,500 people and its single biggest department is customer support, serving 192 countries. They tried hard not to build their own AI support agent, tested many off-the-shelf products, and concluded flatly: "It doesn't work. We tried, we tried again, it didn't work." The gap between hyped AI support startups and what actually ships in production is the tell that the technology is earlier than the marketing, maybe five years from being different. 9. Buybacks as dividends. Wix had $1.5B sitting in the bank it couldn't put into a major acquisition because it was focused on the new product and Base44, so it bought back stock at a low price, with admittedly terrible short-term timing. Abrahami is unbothered: "The big question is where it's going to be in three years, not what happened in the last three months." He argues buybacks are a fantastic, underused tool, essentially a dividend to every shareholder, and companies should lean on them to balance stock-based compensation instead of endlessly diluting. 10. Execution, not finance. A low stock price makes M&A currency less valuable, but Abrahami says that's not his real constraint. Base44 was a one-person company; Wix had to build an entire company around it, staffing it with people pulled from the core. "I don't know how to do another one of those at the same time and have the same quality." The bottleneck on the next acquisition is execution capacity, not the balance sheet. 11. Chosen to be here. The one thing money buys beyond food security is freedom, and the deepest form of that freedom is knowing you're here by choice. "I'm here because I've chosen to be here. Nobody made me." He could move to Costa Rica or dance carnival in Brazil, and choosing to stay and run a public company through a crashing stock is where he finds his power. Money also made him more impatient and a bit lazier, and more rational because he's no longer deciding from fear. 12. The random Wednesday. Resilience starts with accepting the storm will come, because we assume that if yesterday was easy tomorrow will be too, and reality doesn't move in gentle slopes. "The worst thing that happens is probably some random thing on some random Wednesday. It's not something you get a lot of warning for." His anchor, borrowed from Babylon 5, is that you get there when you get there and the weapons you have are the weapons you have, so the only real question is whether you're doing the best you can with what you control.show more

my 8 GB VRAM gaming laptop is absolutely going... to hate me for this. but I still did it. ran a 31b dense model (Gemma 4 31b Q4) with only 8 GB VRAM last week I ran Gemma 4 26B A4B a mixture of experts model on my RTX 4060 and hit 25–28 tokens/sec using llama.cpp's new MTP support. smooth. snappy. but MoE has a secret: it only activates 4B parameters per token despite having 26B total. that's why it flies. so the real question started haunting me. what if I throw a full, no tricks, every parameter fires on every token, 31B DENSE model at the same machine? # Hardware: GPU: NVIDIA RTX 4060, 8 GB VRAM RAM: 16 GB CPU: Intel Core i7 H Laptop. Gaming. Modest. The model: gemma-4-31B-it-qat-UD-Q4_K_XL.gguf (model's unsloth huggingface link in the comments) This is Google DeepMind's flagship dense model in the Gemma 4 family that can run on single consumer GPU. It packs a hybrid attention architecture, supports up to 256K context natively, and is QAT (Quantization Aware Training) optimized, meaning it retains far more quality than standard post training quants at the same bit depth. This is NOT the MoE. This is 31 BILLION dense parameters, every single one of them loaded. # the flags I used: -m gemma-4-31B-it-qat-UD-Q4_K_XL.gguf -cnv --spec-type draft-mtp --spec-draft-model mtp-gemma-4-31B-it.gguf --spec-draft-n-max 8 --spec-draft-p-min 0.6 -c 6000 -v Multi Token Prediction (MTP) is still active here. Separate draft GGUF required, same as the 26B setup. # Results: → Decode: ~3 tokens/sec → Prefill: ~2 tokens/sec → Context: 6000 tokens → Hardware crying quietly in the corner: yes so is 3 tps actually usable? For real time back and forth chat? Not ideal. You're not having a fluid conversation at 3 tps. but slow ≠ useless. And this is where it gets genuinely interesting. think about how senior devs actually work in a real team. But when something is architectural, deeply complex, or needs serious reasoning? they walk down the hall and escalate to the senior. That's exactly the local AI agent architecture this unlocks: → Fast orchestrator model (Gemma 4 26B MoE at 25+ tps) handles routing, simple queries, tool calls, memory. The junior dev. → Gemma 4 31B dense is the senior, called only when the fast model genuinely hits a wall. Hard multi step reasoning. Complex code generation. Deep architectural decisions. The agentic loop stays fast. Only the hard hops touch the 31B. That's a legitimate production grade local AI architecture on a budget hardware. (requires 2 8gb gpus) other workflows where 3 tps is completely fine: - overnight batch jobs. summarize documents, extract structured data, review code. Fire it off. Sleep. wake up to results. - One shot deep reasoning - Silent code audit loops, you write and test, the 31B reviews diffs and flags issues in the background between your sprints - Any workflow where output quality > output speed A few weeks ago, nobody was running a 30B+ dense model on a single consumer GPU with 8 GB VRAM. At all. Now we're doing it on an Intel i7-H gaming laptop with a NVIDIA RTX 4060, thanks to llama.cpp + QAT quants + MTP speculative drafting. Google DeepMind said the Gemma 4 31B targets "consumer GPUs and workstations." They were not exaggerating. The hardware bar to run serious frontier class models locally keeps dropping. the tools are here. the models are here. you just have to be willing to abuse your laptop a little. what workflows would you actually run on a local 3 tps 31B dense model? genuinely curious. drop it below.show more

I would like to explain the latest batch of... viral videos I'm working on to the bemused brainrot-curious reader who is not familiar with "the culture". Why are these characters, mixed with this song, going viral? It's all about connecting infinite referential mirrors. What makes this video interesting are not its individual parts but the signifier links it draws. Let's look at the individual parts: ONE: The song is a Brazilian funk or "pancadão" song called MC Lan e MC WM - Sua Amiga Vou Pegar, these days part of what's broadly referred as Brazilian phonk or just phonk (not to be confused with the original phonk, a Memphis-derived genre from the early 2010s built around chopped Three 6 Mafia samples, cowbells and lo-fi tape hiss and etc. The Brazilian version comes an entirely different lineage and got its name adapted from “funk” to “phonk” exclusively because the names sounded similar. It has a similarly menacing posture but swaps the rap cadence for funk's 4/4 with kicks on 1 and 3 rhythm and a much heavier, distorted 808 synth sound). Phonk is often used for its exaggerated reverb feeling bass lines to signify power, style or simply "aura", which you can take as a shorthand for poise, coolness, being de-bon-air and a general detached positive feeling of high status. Aura. Because most users cannot understand the Portuguese lyrics (which are often quite vulgar and sexual), the singing takes the characteristic of a chant, something to be appreciated entirely for its sound, texture and gravitas. The vocals are just another instrument where you can appreciate the menace and swagger of the delivery directly without the cognitive friction of meaning. Non-Portuguese-speaking audiences are not missing anything they were supposed to get, they get “the vibe” that matters, which is not lyrical. These songs are often paired with (male) characters that are taken to display these traits like American Psycho's Patrick Bateman (yes, yes I know that’s the opposite of what you should feel about the character), Peaky Blinder's Thomas Shelby and a menagerie of anime characters like Satoru Gojo (Jujutsu Kaisen), Yujiro Hanma (Baki) and Goku and, really, any male character that is just a little bit cool. TWO: The man in the suit is a minor Family Guy character called Tom Tucker. The reference comes from a scene where Meg sees him walking through her school and says "It's Tom Tucker from the news!” We then cut to her POV, where he is walking in slow motion with soft romantic music swelling and birds chirping, the whole love-at-first-sight trope. Then a camera crew member off-screen yells "hurry up Mr. Tucker," and we get to see he is not walking in slow motion because Meg is infatuated, he is just walking that slowly in real life. Only the music and the birds were in her head. The gag is built on the viewer recognizing the romantic-slow-motion trope, briefly accepting it as the scene's reality, and then being shown that we (and Meg) projected the trope onto what is actually just a man walking very slowly. HA! The original gag is already about projection: a neutral image (slow walk) being assigned an external meaning (romance) by a viewer's pattern-recognition. This is what makes the edit-culture appropriation work so well. The clip got stripped of its context, paired with phonk and text overlays (AURA or “Me and the boys going to detention”), and retroactively assigned a new meaning, only this time it’s the cinematic nonchalant walk, the slow deliberate gait that signifies a man who knows he's the most important thing in the frame (ta la any 1980s Schwazerneggerian action movie hero walking away from an explosion without looking back, every yakuza boss entering a room, every western gunslinger approaching the duel). The edit is ostensibly projecting a trope onto a neutral image. The first projection was romance; the second projection is aura. Family Guy clips and gifs are easy to access and repost, which makes it a readily available and easy to use building block. The show has, through sheer volume of output and over two decades of YouTube and cable TV saturation, become a kind of public-domain visual library, a default vocabulary that any editor can pull from knowing the audience will recognize the source without having to be told, and we can just keep loading meaning onto it. THREE: The character in the background is Tom, from Tom and Jerry, doing a pose made famous by an iShowSpeed fan who encountered him during a livestream. By quickly and correctly identifying Speed by his full legal name ("Darren Jason Watkins Jr"), she showcased herself to be a true fan, which he responded to with his characteristic exaggerated reactions. The pose the girl hit, with the knowing look to the camera, produced a perfect “aura moment” complete commitment, zero irony, the unshakeable conviction that what she was doing was the coolest possible thing to do. As a result, the clip then got endlessly edited with "aura 🥶🥶🥶" captions to canonize it. Aura, in this lexicon, is not granted by the universe; it is summoned by the person's own belief that they have it and by displaying the correct attitude. Tom is also dressed as the previously mentioned Thomas Shelby from Peaky Blinders, which is itself a double signifier. The name match (“Thomas”, get it?) and the suit-and-flat-cap costume turn the cartoon cat into a stand-in for the perhaps most used "high-aura" male character of the past decade, the brooding gangster patriarch whose every cigarette drag has been set to phonk, cinematic scores and electronic music a thousand times over. On top of that, he is made entirely out of chrome, a popular trope of asking ChatGPT (one of the few AI tools people have easy and broad access to) to render things out of very high quality materials to indicate "rarity" or "status" like diamonds, platinum and etc. A sign that itself descends from a longer lineage of in-game cosmetic rarity tiers (League of Legends, MMOs, various skin economy freemium game, the Fortnite battle pass, the Pokémon shiny, dacha games and etc) where material finish is the visual shorthand of value. So "chrome" or "platinum" Tom on top of all previous signifiers signals a “maximized” or “maxxd” version. The image is suppose to invoke the superlative highest possible tier, rarest-drop, legendary-rarity version of aura, the way a kid in a playground would describe their dad as not just strong but the strongest in the world. FOUR: Finally, the background black hole calls back to the original Tom image, where he is surrounded by the universe itself, having ascended. The character has transcended the diegetic frame of his own cartoon and now exists at a cosmological scale, with the black hole standing in for the kind of unmotivated, vibes-based "cosmic" imagery that has become the default background for any video trying to signify that something Big is happening (the same visual motif that has powered comic book characters, anime transformations, video game power ups and anything wants to feel grandiose or “epic” without specifying what about). The black hole means significance in the abstract. At this point I think you understand the mechanism at play here. None of these references resolve to a stable meaning on their own. Tom Tucker is “cool” only in the very short context in which his image served as a substrate; he was convenient footage to pair with a song, and the absurdity of doing an "aura edit" on such a minor, strange character scene makes it all funnier and easier to share. Tom-the-cat is doing the aura pose > the aura pose comes from the iShowSpeed girl > the iShowSpeed girl was cool because she correctly played her part in an established bit of a large streamer with the correct timing and theatrical flair > the bit was cool because it was a shared convention unified by a popular central streamer figure > the convention existed because phonk edits had already trained this exact scenario to be read as confidence-plus-detachment as aura > the chrome finish points to AI image generation quirks > the AI image generation style can be mapped to gaming visual rarity shorthands; the gaming rarity tiers point to a much older logic of precious-metal-as-status. Each step on the referential chain is propped by the one behind it, and the one behind it is propped up by the one behind that, so on and so forth. There is no natural endpoint, the entire structure functions more akin to a network than a linked list. If you stop at any single point and ask "but why is particular signifier cool or funny or interesting”, the answer is always "because of the thing behind it.” It’s hyper-citation, Here, what matters is the structure of the whole rather than the content. This is structure is what I mean by infinite referential mirrors. The rate at which a concept is referencing, remixing and calling back to another is what’s interesting. In other words, It’s the velocity that matters. The chain of recognitions, each "I get that reference," and the cumulative effect of getting six references stacked on top of each other a short span of time gives you the feeling that you are participating in something dense and alive, because it allows you to recognize the shared meme ecosystem of the platform that you are participating in, even if only a glimpse of it. You are inside the culture rather than outside it. The brainrot-curious reader who watches this video and feels nothing, has “failed” to understand the joke because they are outside the hall of mirrors I am describing. You can only get the magic if you step in and start counting the reflections: the song, the suit, the cat, the chrome, the black hole, the transitions the video uses. You are looking at connected parts of this network of symbols and at the speed at which one image hands you off to the next. The entire thirteen-second clip is functioning as a single compressed referential payload that decompresses in the viewer's head into a small private essay exactly like this one. The video allows you to recognize yourself as someone capable of decoding it, and that recognition is the reward. That’s why media like this goes viral.show more

Just finished a one-week trip to China. I've now... "survived" all the major (~20) L2 self-driving and robotaxi vehicles in both the US and China. Some thoughts & observations: ▶️L2 self-driving I tested major brands like $Huawei, $Li, $NIO, $Xpeng, and $Xiaomi. Overall, they exceeded my expectations. The rides were not overly cautious and handled complex situations (yes, road conditions in China are very challenging!) quite well. Nothing compares to $Tsla's approach. I see imitation learning/end-to-end as the only effective approach for self-driving. While Chinese peers perform well on main roads, they struggle on frontage roads due to reliance on high-precision maps and rule-based methods (e.g. cars stopped in the middle of the road where there was no clear white lining). Chinese EVs' self-driving capabilities are far ahead of those from US and EU brands. I doubt any Chinese players can profit from L2 self-driving, not because it’s not useful, but because it’s hard to differentiate, and price wars dominate the market in China. Chinese consumers and regulators seem much more receptive to self-driving. Even with a 5/10 self-driving capability, cars are practically *hands-free(!)* Insurance-wise, for L3+ cars, OEMs bear responsibility for incidents, so OEMs avoid labeling cars as L3+. ▶️Robotaxi I tested major brands like $Didi, and $Bidu. I'd rate equal to $Waymo, and it's ahead of other peers. However, the same issue applies here: user experience is nearly perfect (in Yizhuang, Beijing), but expansion is the real question. Chinese robotaxi companies are very sophisticated. While the rest of the world focuses on technology, Chinese peers treat it as a product, considering unit economics, operations, mass production, etc. Interestingly, most companies expressed a preference NOT to operate fleets themselves. They aim to be asset-light and let fleet managers handle operations. Policy Support: China has a very clear approval process, driven by data (autonomous driving distance, fully driverless distance, intervention rate, passenger ratings, etc.). ▶️Chinese EVs In major cities like Beijing or Shanghai, EV adoption (green license plates vs. gas cars with blue license plates) seems to be 40%+. If 40% of cars on the road are EVs, then EV penetration (defined as the % of new car sales) must already be over 50%. In shopping malls, the ground floor is filled with EV showrooms—easily 10+ brands, many of which are unfamiliar Chinese brands. It appears almost too easy to make an electric car, which is a stark contrast to the US. $Xiaomi, for example, can achieve a 10% gross profit margin in its first year of operation, compared to $RIVN's -45%. Additionally, $Xiaomi cars are priced at 30% of $RIVN's price. It's fascinating to see how China transitioned from "couldn't make their own gas cars at all (only JVs)" to "dominating EVs globally." The government deserves credit for setting the direction and executing effectively. China now controls the entire supply chain, with $CATL holding 40% of the global market share. 🔹How did it happen? The success of the industry Incentives were set just right: the government provided incentives early on to make EVs and gas cars have comparable MSRPs, allowing consumers to choose based on functionality. This approach differs from how the IRA offers incentives... Perfectly competitive market: $TSLA was brought in, and competition was welcomed, unlike the US, which has a 100% import tax on Chinese EVs. Strategic regulations: License plate restrictions were used effectively; for example, taxis and minivans are required to be EVs. 🔹The challenges Despite the success, the industry faces challenges with low-margin companies and struggling stocks. The intense competition shows no sign of ending. Well-funded global OEMs and Chinese state-owned car companies continue to subsidize, leading to new EV brands emerging annually. The natural tendency in China is to race to the bottom. I think this ties back to China's history as the "world’s factory," where manufacturers price products at "cost plus" versus the US and developing countries, which price based on "affordability/value creation." 🔹The wow EV feature >Software features that surprised me the most: - Everything in the car can be voice-controlled. Not just simple tasks like playing music; users can adjust the height of the steering wheel and set the temperature easily. - Self-parking, which $Tsla has yet to release to all FSD users, is already a table stake in China (I'd rate the quality as 10/10). >Other fun hardware features: - Mini fridges in the car - Infotainment systems - IoT: remote access the car/home via cellphone - all connected together - Heads-up displays - UV-protected glass roofs: $Xiaomi took $Tsla's design, but the glass roof of the $Xiaomi car is made of double layers with silver, blocking 99.9% of UV and infrared rays...as a result, heat is no longer a problem inside the carshow more

‡ Brant – Fast, Expensive, and Worrying In a... recent 2yo MSW race at Santa Anita, Brant, a $3m OBS March sales purchase, made a winning debut for his high-profile connections. Sent off at odds of 4/5, he tracked the pace before taking command on the turn, and drew off to win by 5 1/4 lengths. He recorded a very fast raw time, and a 101 Beyer figure. His high auction price was due largely to his having breezed an eighth of a mile in :09 3/5 at OBS. In the wake of the bidding, Amr Zedan, who purchased the colt on the recommendation of his trainer, Bob Baffert, and bloodstock agent Donato Lanni, was quoted in TDN as saying: "These horses are difficult to come by. He ticked all the boxes. He was a very precocious Gun Runner with a great pedigree. And more importantly, if you have someone like Mr. [Bob] Baffert in your corner, that gives you the courage and the guts to just go after quality. And you'll know they are in the best hands to turn them into champions. This one is for the team: Donato and obviously Bob and his ability to turn them into champions. So if you have the great team, the great training, the rest is easy. Was he pricey? Yes. But quality dictates price. So I never hesitated.” The hyperbole, and boilerplate optimism, are understandable, as even owners with very deep pockets prefer not to dwell on their inevitably long lists of expensive failures. But Zedan and their team have also enjoyed a number of high-profile successes, including Taiba, another Gun Runner colt, which won the Santa Anita Derby and the Malibu, both Grade I, before being retired to stud. Lanni, who has signed for at least some of Zedan's other good horses, was quoted as saying: "This is what the boss [Baffert] wanted and what Amr wanted. Gun Runner is a tremendous stallion and he worked really good and galloped out good. He did everything you want one to do.” Again, boilerplate, and if one were to take the reactions of the owner and agent at face value, it would be easy to arrive at the conclusion that the horse had no faults. But that would be naïve. So, let's first take a look at Brant's pedigree. Gun Runner is a "top" sire, and well-capable of getting high-class runners. It's a bit too early to fully judge him as a source of durability, but excluding his current crop of 2yos, his runners are only averaging 10 career starts. That number will rise, but likely not enough to reach, let alone exceed the contemporary industry average of ~15. In other words, though he himself raced 19 times, and won his swan song (the Pegasus World Cup) at five, there is no evidence to suggest that he is likely to eventually prove to be a particular source of durability. Brant's dam, Tynan, raced 13 times, and he is her first registered foal. His second dam, Pappascat, has produced at least five foals to have raced, and while only one has reached 20 starts, four of the five raced at least 12 times, which by today's degraded standards, isn't so bad. The fact that the coat color inherited by Brant, and his dam, can be traced to a notably unsound influence, Unbridled's Song, may or may not be meaningful. But I wouldn't ignore it as a potentially worrying connection. Brant's dam-sire, Liam’s Map, was lightly raced himself, and both his sire (US) and dam have poor records in terms of durability. As a sire, he has thus far produced numbers similar to Gun Runner. So while Brant's first two dams promise more than many that I have come across in similar assessments, and his sire displayed durability on the track, his overall pedigree suggests average durability at best. And what about the word that Mr. Zedan used twice in the above quote – "quality"? Well, Curlin is a quality sire, but in terms of bottom-line production, it leaves a lot to be desired. That's not to say that there are no good runners to be found, in fact the closely related Pappacap, under Brant's second-dam, was a Gr. III winner, and twice Grade I placed. However, through Brant's first six dams at least, I believe there to be just a single Grade I winner, Al Qasr, a Champion stayer in Peru, which appears under his fourth-dam. That is not, by any reasonable definition, a strong bottom-line, although it is fair to say that Brant's first dam is unproven. *** What might be learned from Brant's debut race? Everyone can see that he ran fast, and was much the best of that field, but I would say that there were some nuanced aspects of his performance that were both interesting, and worrying. Those nuances relate to his action, as viewed both through the pan shot, and head-on. Watching the basic (pan) view, Brant appears to display some "knee action". It isn't extreme, but also isn't the type of action that ideally suits dirt runners, and I wouldn't say that the colt appears totally comfortable. Here's a brief, related post on knee action, for reference: Then, we have the (embedded) head-on view, in which Brant displays seriously distorted action in his near-fore (left front leg; right when viewed head-on). It's a fairly extreme example of what is called "winging", and for a number of reasons, does not bode well for durability. Such action is never desirable, and is typically related to certain foreleg conformation flaws, which may include an offset knee, and/or toeing in or out, etc. Note also that under typical American racing conditions (i.e. tightly turning, left-handed tracks), the left front leg is subjected to the greatest torque, which amplifies the potential for injury. It should go without saying that there are occasional anomalies, horses with poor action that remain sound despite such flaws. But they are the exceptions, and it is not uncommon to find abbreviated careers associated with such action. For further reference, here is a link to a closely related post that I wrote after a filly named Amor Fati broke her maiden in eye-catching style in February of 2024. She has made just one further start, and hasn't recorded a work over the past 15 months. What's interesting about Brant is that there are two separate issues relating to his action, and that the some obvious mitigating steps that could have been, or should be taken, in efforts to keep him sound, were not, and are unlikely to ever be taken. First, with regard to his knee action, keep in mind that it is a characteristic that is more typically associated with turf horses. And guess what? Brant's dam was a turf horse. His second-dam was also at her best on turf, and was Gr. II placed on that surface. Also, in some respects, he physically resembles that female line more than his sire. Of course no one who spends millions on a horse that breezed exceptionally fast at a 2yo sale would be thinking "turf", given that the commercial market, and stakes schedules greatly favor dirt runners. But at the same time, it would be a mistake to assume that a fast breeze at OBS necessarily indicates that a given horse will be best suited to dirt. I say that partly because the OBS track features an all-weather surface called "Safetrack", which is far from being identical to dirt racing surfaces. While countless horses have gone through those sales and excelled on dirt, it should never been taken for granted that it will be a preference. And to further flesh out the point, take a look at Brant's breeze video through this link (his pedigree page can also be seen): Despite being rushed to cover a furlong much faster than he ever will again, I would say that he looks smoother, and displays slightly less knee action than in his recent debut race. Why? Could it be, perhaps, because he would prove more comfortable on turf and/or synthetic tracks, than dirt surfaces? Given how he ran first out, this is purely an academic point, as there is virtually no chance that his connections would consider switching surfaces, unless his form on dirt were to deteriorate badly. The second, more important point, relates to Brant's distorted action. I can't find a head-on conformation photo of the colt, but would be very surprised if he does not display flaws in his near-fore. Even in the very unlikely event that the leg were to appear correct, such distorted action would have been on display at the sale, as well as in pre-training at Eddie Woods' farm. And it defies belief that experienced horsemen who were prepared to purchase an extremely expensive horse for an important client would not have covered that base. Which in turn begs two important questions. First, why recommend the purchase of a very expensive horse, no matter how fast, that has yet to race, and displays such distorted action? Secondly, why choose to give such a horse to a trainer whose style and history suggest that injury risk would likely be amplified, rather than mitigated? The answers to those questions help to illuminate why the breed-to-sell paradigm is so insidious. As long as breeders and stud farms are willing to overpay for stallion prospects, and turn blind eyes to conformation defects, distorted action, lack of durability, and modest female families, the connections of horses like Brant need only hope that they hold together long enough to win one or two big races, enabling them cash in. These are the number of career starts made by Zedan's previous best (and expensive) male runners: 9 Arabian Lion 6 Arabian Knight 9 Muth 10 Medina Spirit 11 Hejazi And as long as the AGSC (American Graded Stakes Committee) continues to enable the paradigm through its dishonest KY Derby "prep" Grade I designations, the ultimately damaging feedback loop will likely continue. The answer to the second question is closely entwined, and should be obvious. For all of his faults as a trainer, Baffert has long produced results in stakes races that lead to valuable stud careers, so owners who wish to play the breed-to-sell game consider him to be a logical choice. Of course Baffert and Zedan are hardly alone in supporting the dubious paradigm. But that a horse like Brant could bring millions at a sale, and be given to a trainer who trains very hard, and has compiled a very poor safety record, underscores the extreme degree to which the value of durability has been marginalized by the industry. One final note, and it's a genuine qualification that I always make when producing this type of post, I hope that Brant will enjoy a long, injury-free career. But if I were a betting man...show more

【ポーカー遠征のための英語学習】 色々調べた結果、英語圏の日常会話で使用する大半の単語は700語と呼ばれています。そして英語が聞き取れないのは、自分が発音できないからと言われています →じゃあその700語をふんだんに使ったフレーズをネイティブの発音で聞けるようになればいい ということで、150フレーズのリストを作りました 以下をテキスト読み上げサービスにコピペして読ませたら、すぐに発音と聞き取りの勉強がはじめられます ◾️NaturalReader（無料版あり） 700 Words Coverage:... 150 Phrases List * I think it is a good idea. * Can you give me some advice? * They want to know the truth. * She made a great effort to finish. * We should take a break for a while. * He told me about his family history. * Please look at this new report. * I need to find a better way. * Could you call me back later? * The world is changing very quickly. * Go to the office in the city center. * Wait for the next train to come. * People live in a different society now. * I believe in your potential and power. * Put the book on the small table. * She became a teacher last year. * Tell me the reason why you left. * It seems possible to change the plan. * Keep your room clean and quiet. * Show me your identity card, please. * They work together to solve issues. * I feel happy during the summer. * Ask him about the social system. * Let's start the game right now. * The child had a fever last night. * Every student must follow the rules. * He works for a large company. * I have a question regarding the case. * Many people moved to the west. * Try to use your time well. * The problem is quite simple. * She always carries a black bag. * Help me build a house here. * The results appear to be correct. * I am sure about his success. * Water is important for our health. * Stop talking and listen to me. * The area is under development. * I met a friend during my trip. * Bring me a cup of tea, please. * It happens almost every day. * The law must protect our rights. * Pay attention to the side effects. * I remember the first time we met. * Open the door with this key. * The price of oil is very high. * He is an American citizen. * Maybe we can win the game. * Everything is going to be fine. * Stay away from the dangerous dog. * The government provides social services. * Read the information on the second page. * They consider the project a success. * I understand your point of view. * The company has a strong position. * We expect to reach the goal soon. * The teacher explained the history lesson. * He spends too much money on drugs. * Whether you like it or not, it's true. * The building was built a century ago. * She has a lot of experience in art. * The program includes national music. * Provide me with more details, please. * The local community is very active. * I am not interested in political issues. * It is difficult to describe the image. * The system requires a special password. * Actually, I have a different opinion. * Please write your name and address. * The state university has a high level. * Follow the instructions to avoid risk. * The father loves his young daughter. * He became the president of the bank. * The result of the research was great. * Wait a moment for the decision. * The market is in a bad condition. * They provide support for poor people. * I feel a sense of responsibility. * The official report was published today. * Look through the window at the tree. * He decided to leave the organization. * The air in the morning is very fresh. * Small businesses need more support. * The economic situation is improving. * I hear a strange sound from outside. * She appeared on the stage for a song. * The former leader had a strong mind. * It’s possible to develop new products. * The police officer asked many questions. * We need to protect the environment. * The movie was based on a real story. * I forgot to pay the tax last month. * The school system is quite complex. * The child grew up in a small town. * Please send me the data by email. * The team works under high pressure. * He lost his way in the dark woods. * The price of the house is too high. * I want to buy a new computer soon. * She has a beautiful voice for music. * The doctor treated the patient with care. * We need to reduce energy consumption. * A lot of evidence supports the theory. * She shares a room with her sister. * The director managed the entire project. * Technology creates new opportunities. * They seek a peaceful solution to war. * He fell on the hard ground. * The book covers various subjects. * I realized my mistake far too late. * Recent studies show a clear trend. * The court made a final decision. * They provide medical care for free. * The plant grows well in this soil. * It’s a matter of personal choice. * The service is available 24 hours. * He works for a security agency. * The bank is near the city square. * I listen to the sound of nature. * The building has a modern design. * They increase the price every year. * The campaign focus is on education. * He hit the ball over the wall. * She wears a beautiful gold ring. * The army took control of the area. * I have no interest in the film. * The worker finished the job quickly. * We had a long talk about the future. * The house is in a safe condition. * He is an author of several books. * The blood test result was normal. * They represent a large organization. * It’s difficult to avoid the risk. * She pushed the door open slowly. * The summer period is very hot. * Nature provides us with everything. * The policy will change recently. * He is likely to win the race. * The term is common in business. * I found a letter in the box. * The store sells various materials. * They fight for their own rights. * The goal of the game is simple. * He represents the federal government. * I am poor but I am happy. * The series is very popular now. * Put the note on the white board. * The movement started a decade ago. * Finally, he reached the mountain top. * Everything depends on your effort.show more

🔊 Church: LAST WEEK THE BOW WAS BENDING —... THIS WEEK IT IS BEING BROKEN!! EZEKIEL 38 IS BEING SET UP AND PROPHECY IS ACCELERATING! Yesterday (3/11/26) was a very prophetic day: the UN resolution, co-sponsored by 135 countries, condemned Iran’s actions against its neighbors as a serious threat to international “PEACE AND SECURITY.” A global rebuke to Iran. One vote. One day. The Security Council just drew the Ezekiel 38 fault line on the global map — the nations are aligning, and the earthquake of prophecy is coming!!!! NO TIME TO SLEEP!! KEEP LOOKING UP!! 📖 “Surely in that day there shall be a great earthquake in the land of Israel… the mountains shall be thrown down… and every wall shall fall to the ground.” Ezekiel 38:19–20 ⏳ A lot has happened since last week! Let me try to connect every dot carefully — because what is unfolding in real time is not just a war, it is a prophetic sequence that Ezekiel described 2,600 years ago assembling itself in front of our eyes. 🛎️ WHERE WE ARE — DAY 12 OF THE WAR One week ago, I posted that the bow of Elam was being broken and that everything happening was setting up Ezekiel 38. Here is what has happened since: 👉🏼The US has struck more than 5,000 targets, destroying Iran's navy, air force, and 80–90% of its missile launchers. Iranian drone capabilities have been severely reduced, and their manufacturing facilities remain under sustained attack. 👉🏼Iran has fired over 500 ballistic missiles and nearly 2,000 drones since February 28 — and the rate of launches is declining sharply as stockpiles are depleted. The bow is not just being bent. It is breaking in real time. 👉🏼Iran launched what it called its most intense and heaviest operation of the entire war overnight — but the missiles are getting fewer and the launchers are running out. We are watching a substantially weaker regime firing its last arrows. 👉🏼The new supreme leader — Mojtaba Khamenei — has not been seen in public nor issued a written statement since being chosen. The king is dead. The new prince is hiding. Jeremiah 49:38 — “the king and the princes destroyed” — continues to unfold. 👉🏼Israel has struck over 70 targets in Beirut’s south during this war, demolishing 50 multi-story buildings used by Hezbollah, and killed a senior Hezbollah commander responsible for rocket and drone operations. 👉🏼Russia is now giving Iran specific advice on drone tactics — helping Tehran target U.S. and Gulf nation assets in the Middle East. What began as general support is becoming far more concerning, including targeting strategies Russia used in Ukraine. 👉🏼Russia is providing Iran with intelligence to help attack American forces in the Middle East — the first indication that another major power is actively assisting Iran against the United States. 🔎Read that again through an Ezekiel 38 lens: Russia is not watching from the sidelines. It is already helping Iran — privately, through intelligence sharing and tactical advice — while publicly denying it. This is the Gog–Persia relationship beginning to take shape in real time. NOW LET’S SLOW DOWN AND ANALYZE WHAT HAPPENED YESTERDAY AT THE UN 🗓️On March 11, 2026, the UN Security Council adopted Resolution 2817, introduced by Bahrain on behalf of the Gulf Cooperation Council and co-sponsored by 135 nations. It demanded that Iran immediately cease its attacks on Bahrain, Kuwait, Oman, Qatar, Saudi Arabia, the United Arab Emirates, and Jordan. “The resolution condemns these actions as breaches of international law and a serious threat to international PEACE AND SECURITY.” It passed with 13 votes in favor, none against, but abstentions from China and Russia. Let’s analyze this: ☮️That is not a divided world. That is 135 nations standing against Iran simultaneously. The world has formally, legally, and publicly declared Iran the aggressor and demanded it stop immediately, declaring it a threat to international “PEACE AND SECURITY! in their own words. Do you see what just happened? 👉🏼135 nations put their names on that declaration. The Gulf, the West, and much of the world stood together—on the record—pointing to Iran as the one nation standing against PEACE AND SECURITY. 📖 "For when they say Peace and Safety — then sudden destruction comes upon them as labor pains upon a pregnant woman. And they shall not escape." 1 Thes 5:3 💡Here’s another prophetical take — look at who abstained: China and Russia both abstained from the vote, angered that the resolution did not acknowledge US-Israeli strikes on Iran. 🔭Notice what Russia did yesterday. While 13 nations voted to condemn Iran, Russia submitted its own rival resolution defending Iran. It failed — but Russia tried. Russia stood alone with China defending Persia at the highest level of international diplomacy — publicly, formally, on the record. That is Gog standing beside Persia for the world to see — right there at the United Nations! But wait, there’s more: 🚪While the world was voting, Russia and Turkey were meeting privately to coordinate their response to the Middle East crisis — together, behind closed doors. (Turkey is not a member of the UN Security Council, so it could not vote, only the 15 Council members cast votes on Security Council resolutions.) Gog with Meshech and Tubal meeting, while the world cries peace and security. ⚡This is the Ezekiel 38 fault line drawing itself on the world map in real time. The nations that will eventually form the Gog coalition — the main players Russia, Turkey, and Iran — are already separating themselves from the rest of the world at the United Nations today. Publicly, formally, on the record and behind closed doors. 💡Another prophetic takeaway: Russia and China standing with Iran — that is a very telling glimpse of what lies ahead. Both are major players in the Tribulation, but at different moments: Russia in the Ezekiel 38 coalition near the beginning (view based on Ezekiel 39, Israel burning weapons for fuel for seven years, ending exactly at the Second Coming), while China appears at the end as part of the kings of the East in Revelation 16:12. Two different powers at two different moments — the beginning and the end of the Tribulation. What we saw yesterday at the UN and in private: 📖 "Gog, the land of Magog, the chief prince of Meshech and Tubal… Persia, Ethiopia, and Libya are with them." Ezekiel 38:2,5 🔎Interesting thing, Ezekiel saw two groups — Gog's coalition on one side, the protesting nations on the other. Today at the UN we watched that exact division form. Russia and Persia on one side. The world on the other. 🛡️Notice what Russia’s resolution tried to do. It called for protecting civilians, stopping the fighting, and returning to negotiations—without naming Iran as the aggressor. In effect, Russia shielded Iran at the highest level of international diplomacy. That kind of protection foreshadows the relationship described in Ezekiel 38: a powerful patron standing beside Persia. 🪝A Russia that publicly defends a broken Iran today — although unable to engage militarily — is a Russia that will rebuild and sponsor a mended Iran tomorrow. And that rebuilt Iran — grateful, dependent, and desperate — follows Russia into the Ezekiel 38 coalition. See the hook?! And one more thing from today's vote that is also very prophetically significant: 🌏The UK warned that Iran’s attacks risk further regional and “global conflagration”, describing the resolution as a clear condemnation of Iran’s reckless actions and a serious threat to its partners in the Gulf. (Sorry, I had to look up the meaning of conflagration: “an extensive fire that destroys a great deal of land or property.”) 🔴Global conflagration. Heck, no! That is not diplomatic language. That is world war language. The nations of the world are watching and saying — this could become global. That is exactly what the Red Horse of Revelation 6 describes — peace taken from the entire earth. Not just the Middle East. The entire earth. (This is one of the many reasons I believe Ezekiel 38 = the Red Horse = World War III.) Here’s what makes that statement prophetically incredible: 👉🏼The UK — along with Gulf states and western maritime nations standing against Iran today — are almost certainly the very nations Ezekiel identified 2,600 years ago as the ones who will watch the Ezekiel 38 invasion and do nothing but protest: 📖 "Sheba, Dedan, the merchants of Tarshish and all their young lions will say — have you come to take plunder? Have you gathered your army to take booty?'" Ezekiel 38:13 👉🏼Sheba and Dedan — Saudi Arabia and the Gulf states. The same Gulf states co-authoring today's UN resolution. 👉🏼Tarshish and its young lions — identified as the great maritime trading nation and its offspring colonies. Britain and the western nations — possibly including the United States. Same nations, same posture, and the same response — diplomatic outrage BUT NO MILITARY INTERVENTION. The difference between today and Ezekiel 38 is one event — the Rapture. Today America can still project military force. After the Rapture — hollowed out, destabilized, and paralyzed — all the western nations can do is watch and protest while Russia's coalition descends on Israel. 🌐The UK is not just warning about “global conflagration today.” They are unknowingly describing their own prophetic role in Ezekiel 38 — the nations that see it coming, warn about it loudly, and cannot stop it. Because by then — only God can. And He will! 🕯️The purpose of God in Ezekiel 38 is to reveal Himself to the nations, to awaken Israel, and to display His glory among nations: 📖 "Thus I will magnify Myself and sanctify Myself, and I will be known in the eyes of many nations. Then they shall know that I am the Lord." Ezekiel 38:23 📖 "So the house of Israel shall know that I am the Lord their God from that day forward." Ezekiel 39:22 📖 "I will set My glory among the nations; all the nations shall see My judgment which I have executed." Ezekiel 39:21 🌏Ezekiel 38 is not a private miracle. It is a public, global, permanent display of God's glory that becomes part of the historical record of the nations forever. ⚔️ LET’S TALK ABOUT THE HOOK — BECAUSE THE HOOK IS BEING FORGED 📖 “I will turn you around, put hooks into your jaws, and lead you out with all your army… Persia with them.”— Ezekiel 38:4–5 👉🏼Iran has begun laying mines in the Strait of Hormuz — the world’s most critical oil transit chokepoint, carrying roughly one-fifth of global crude. 👉🏼The U.S. military has already destroyed multiple Iranian naval vessels, including 16 minelayers near the Strait. 👉🏼In response to the disruption, the International Energy Agency has agreed to release a record 400 MILLION barrels of crude oil — the largest emergency release in history. 🚢The world right now is watching the Persian Gulf become increasingly unstable and unreliable as an energy route. 💡And here is the prophetic implication: As the Gulf becomes a contested and dangerous route for energy, Israel’s massive Mediterranean gas fields — holding over 30 trillion cubic feet of natural gas — become the most strategically valuable alternative energy prize in the region. That begins to look like the kind of economic hook described in Ezekiel 38:12. 🪝An energy superpower like Russia — which already uses energy as a geopolitical weapon — would have enormous incentive to control the one stable, massive energy source left in the region. Israel’s gas. The hook is being forged in the energy disruption we are watching unfold right now. ❌For those following these posts — you know it can’t be an Ezekiel 38 without a Jeremiah 49. Everything we are watching now is assembling the conditions that prophecy requires. 👑Daniel 10 identifies the Prince of Persia as a demonic principality — a territorial spirit with one assignment: oppose God’s purposes for Israel and destroy the Jews. That same principality drove Haman in the Book of Esther. Same geography, same obsession, and the same hatred. Every agreement the world has tried with Iran — every negotiation, every nuclear deal — has failed and it will continue to fail because you cannot negotiate with a principality. You can only break its power. That is exactly what Book of Jeremiah 49 describes. Not diplomacy, not containment but the breaking of the bow. The destruction of the king and the princes. The removal of everything that can threaten Israel. God does not negotiate with the Prince of Persia — He breaks it. 👉🏼And that breaking — Jeremiah 49 — is not just a military event. It is the necessary spiritual and prophetic precondition for everything Ezekiel 38 requires. Here is how close those conditions are to being met: Condition 1 — Israel dwelling in false peace 📖 "A peaceful people who dwell safely, all of them dwelling without walls, and having neither bars nor gates." Ezekiel 38:11 ❌You can’t have Ez 38 without Jer 49. Israel cannot dwell in unwalled villages in false peace while Iran's proxy network is fully operational and missiles are aimed at Jerusalem. The bow must be broken first. That is what we are watching. Every missile launcher destroyed, every proxy commander killed, every Hezbollah building demolished brings Israel one step closer to the unwalled village peace Ezekiel 38 requires. Condition 2 — The coalition assembled 👉🏼Gog/Magog — Russia — Already covertly helping Iran with intelligence and drone tactics today 👉🏼Persia — Iran rebuilt — Currently being broken. Jeremiah 49:39 not destroyed guarantees its return under Russian patronage 👉🏼Meshech and Tubal — Turkey — Already aligned with Russia and condemning Israel publicly 👉🏼Gomer and Togarmah — Central Asia and Eastern Europe — Already within Russia's sphere of influence 👉🏼Cush — Ethiopia/Sudan — Already hosting Russian military presence through Wagner operations 👉🏼Put — Libya — Already deeply infiltrated by Russian military interests Every nation Ezekiel named either already has Russian military ties or is publicly opposing Israel. The coalition is not a future possibility. It’s a reality right now! Condition 3 — The Hook in Russia’s Jaw 📖 “I will turn you around, put hooks into your jaws, and lead you out with all your army.” Ezekiel 38:4 👉🏼Economic — Israel’s gas fields emerging as the most valuable stable energy prize as the Persian Gulf destabilizes. 👉🏼Strategic — Russia watching its most important Middle Eastern ally dismantled and its influence in the region threatened. 👉🏼Relational— Russia already linked to Iran through intelligence sharing and drone tactics — a patron-client relationship that could lead Moscow to champion a rebuilt Iran in a future coalition. God places the hook — but He uses real geopolitical motivations to do it. And every one of them is in place right now. 🔊Church: Every single condition Ezekiel 38 requires is moving into position simultaneously. Not one or two — all of them. At the same time. In the same week. The main players are in place: Russia, Iran, and Turkey. The nations that cry out in protest are already crying out. The hook is being forged. Israel’s peace window is opening from the rubble of Iran’s defeat. And between all of this and Ezekiel 38 — two events: 1. The Rapture of the Church 2. The rise of the Antichrist — in that order. The removal of the Church destabilizes and paralyzes the West and clears the way for God to act alone in Ezekiel 38 so that He can reveal Himself to the nations, awaken Israel, and receive ALL the glory! KEEP PRAYING! KEEP PREACHING THE GOSPEL!! AND KEEP LOOKING UP!!! THE KING IS COMING FOR HIS BRIDE!!!! Maranatha — Come Lord Jesus, Come!!!show more

🚨What If Earth's Oldest Civilization Never Left the Ocean?... What if the intelligence behind some UFO didn't actually arrive here from another star system at all? What if it has been here for longer than us, not hiding in the sky, waiting behind the Moon, or crossing the galaxy in the way that we imagine, but living beneath the oceans inside the one part of Earth we still barely understand? For decades, we have been looking up. The cultural image of UFOs is always the same thing with lights in the sky, craft descending through the atmosphere, visitors arriving from space. Even the word extraterrestrial pushes our attention away from Earth. It tells us the mystery must have to come from somewhere else. But what if that assumption is totally wrong? What if the most important part of the phenomenon is not its relationship to space, but its relationship to the oceans? Earth isn't a land planet it's an ocean planet with islands of land breaking the surface. Human civilization developed on those islands, built cities there, drew borders there, fought wars there, launched rockets from there, and then convinced itself it understood the world. But most of this planet is still beyond our direct reach. The deep ocean is dark, pressurized, vast, hostile to our bodies, difficult to map, difficult to monitor, and almost impossible to police in any sort of meaningful way. If there was another intelligence operating here and it wanted to avoid open contact with us, the ocean would be the obvious place to be. But maybe hiding is the wrong word because a civilization that evolved in the ocean would just live there. When we imagine an advanced underwater intelligence as aliens using the sea as a base, as if they arrived from somewhere else and chose the ocean as cover, that could be way off. It could be one possibility, but the stranger theory is that they never arrived at all. They may have emerged here, in Earth's oceans, long before we ever existed. Life on this planet is ancient. For most of Earth's history, land wasn't even the center of the biological story. The oceans held the chemistry, the minerals, the heat, the pressure, the vents, the darkness and the protection. Hydrothermal vent ecosystems already prove that life doesn't even need sunlight in the simple way that we once thought it did. Entire ecosystems can be built around chemical energy rising from the seafloor. That should have changed how we (SETI) think about life, but humans still keep defaulting to our own surface bias. We imagine intelligence as something that crawls onto land, discovers fire, makes tools, builds cities and eventually launches machines into the sky. That is our path but it's not necessarily the only path. An intelligence that evolved in the deep ocean would have faced a completely different set of conditions. It wouldn't begin with fire, because fire is obviously useless underwater. It wouldn't develop metallurgy in the same way that we did, because open flame and smelting are surface technologies. It wouldn't need wheels, roads, walls or conventional buildings as we do. It would evolve inside pressure, darkness, currents, sound, vibration, magnetism, chemistry and geothermal energy. Its entire technological history would be alien to us even if it was native to Earth. So when people dismiss the idea of an ancient underwater civilization by asking where the factories are, where the ruins are, or where the tools are we have to question whether their technology would leave the same signatures ours does. Would they even build like we build? Industrialization may look totally different. A deep ocean intelligence might not construct dead machinery in the way we do. It might grow structures and use biological engineering before mechanical engineering. It might use mineral matrices, pressure systems, acoustic fields, electrochemical processes or living materials. It might not separate biology and technology at all. To us, that would look less like a civilization and more like an environment. A sufficiently old oceanic intelligence may not have cities that resemble human cities. Its infrastructure may be embedded into geology, vents, trenches, caverns, mineral deposits or biological networks. Its power systems may use geothermal gradients, tidal forces, pressure differences, ocean chemistry or field effects we don't yet even understand. Its communications may not use radio in the way we expect. Sound travels really well underwater. Electrical and magnetic sensitivity exists throughout marine life. A technological species born in that world might build an entire science around signals we barely even treat as communication. This would also explain why the UFO subject keeps revolving around water. The ocean appears again and again in the background of the mystery. USOs, transmedium objects, craft entering or leaving the sea, naval encounters, disturbances under the surface, objects tracked over water, and sightings near coastlines and military maritime zones all point toward the same possibility, that maybe water isn't incidental to the phenomenon, maybe it is central. If some UFO are connected to an ocean based intelligence, then what we see in the sky could only be the visible edge of something way bigger. The craft are not arriving from elsewhere in every case. They may be surfacing from their native domain into ours for short periods of time, crossing that boundary between ocean and air the way we cross from land into water with submarines and diving equipment. The only difference is that they appear to do it way better than we do. Human technology is divided by environment, aircraft are built for air, submarines are built for water while rockets are built for space. Each domain creates different engineering problems, so we build separate machines for each one. But UAP don't appear to play by the same rules. That is what makes the transmedium reports so important. If an object can move through water, air and possibly even space without changing its basic behavior, then it might not even be flying or swimming in the conventional sense. It could actually be controlling the interaction between itself and the medium around it. That kind of technology would make sense for a civilization born in the ocean because water is dense. It resists movement, crushes weak structures. It creates drag, turbulence and cavitation. If an intelligence developed vehicles in that environment, it would eventually need to master boundary control, so it would need to reduce friction, manage pressure, avoid destructive wake effects and move through dense fluid without wasting enormous amounts of energy. If that same technology was later used in air, it might appear to us as silent propulsion, impossible acceleration, no sonic boom, no heat plume and no obvious aerodynamic logic. So what looks impossible to us may simply be the result of a technological path that did not begin with wings and rockets. The old black budget explanation doesn't fully solve this problem either. Yes, some triangle craft, drones and experimental platforms may be human and it would be naive to deny that, but human secret technology still has to come from somewhere. If certain platforms show silent hovering, field effects, plasma signatures, extreme acceleration and transmedium behavior, then we are either dealing with a hidden human science far beyond public understanding, or we are dealing with something that we are trying to imitate. That is where the old 'alien reproduction vehicle' idea and the cryptoterrestrial theory start to overlap. Maybe some of what people call black budget technology isn't purely invented, it's most likely adapted from encounters with something already operating here. Going back to what Grusch said earlier, the implications are massive. If there are underwater bases, facilities, habitats or recurring operational zones known to governments, then this isn't just a question of disclosure. There's a sovereignty issue, who controls the oceans? Who has access to the deep sea? Who monitors undersea cables, nuclear submarines, offshore infrastructure, shipping lanes and military testing ranges? If an unknown intelligence can operate in those spaces without permission, then every major navy on Earth has a problem it cannot publicly admit. Scary thought and that may be one reason the subject is buried so deeply (no pun intended). Some people think that secrecy exists because governments don't want to admit aliens are real, but that may only be part of it. The bigger issue here could be that governments don't want to admit they aren't in full control of the planet. There is a huge difference between saying, 'We have evidence of unknown craft,' and saying, 'There may be advanced non human infrastructure in the oceans and we cannot remove it.' That would also explain the change up from UFO to UAP and from extraterrestrial to non human intelligence. Non human is pretty broad lets be honest. It doesn't tell us where they come from, it leaves room for extraterrestrial, interdimensional, post biological, artificial, ultraterrestrial, cryptoterrestrial or native Earth intelligence. That could well be deliberate. Perhaps the people closest to the classified material know the answer isn't as simple as aliens from another planet as Grusch implied in the clip. An ancient oceanic intelligence would also force science to confront its own blind spots. We know intelligent life evolved on Earth at least once because we are here. But we have no law of nature saying it could only happen once, only on land, only recently, or only through primates. Evolution isn't a ladder with humans at the top. It's a branching process with countless experiments, most of which vanished or left traces we don't fully understand. If an intelligent lineage emerged in the ocean and then moved into environments where fossilization, geological preservation and surface archaeology are poor, we probably wouldn't even recognize the evidence even if fragments existed. Ocean crust is constantly recycled through plate tectonics. Seafloor environments are really destructive. Structures can be buried, subducted, corroded, overgrown or mistaken for natural formations. If a civilization was millions or even hundreds of millions of years old, the survival of obvious surface style evidence would be highly unlikely. Even human civilization, after a few million years, would leave less behind than we like to imagine. Plastics, isotopic anomalies, altered sediment layers and some industrial traces might possibly survive, but buildings, machines and cultural artifacts would mostly vanish. So now imagine a civilization that even never built like us in the first place. This doesn't prove anything obviously, but it makes the dismissal less easy. Then there is the question of why such an intelligence would stay hidden. If it is older and more advanced, why not reveal itself? The answer could be as simple as open contact with humans may not benefit it. We are violent, territorial, extractive and unstable. We turn discoveries into weapons as quick as we can. We militarize frontiers, poison ecosystems, test nuclear devices. We drag the deep sea with cables, sonar, submarines, mining ambitions and military hardware. From the perspective of an older oceanic intelligence, humans probably don't look like peers. Instead we look like the dangerous surface species entering an adolescent technological phase that we are. That could explain the strange pattern of UFO interest in nuclear sites, military installations and weapons systems. If an intelligence lives here, our nuclear age is all of a sudden not just our problem. It is a planetary problem. Nuclear weapons, nuclear submarines, nuclear waste, missile systems and military escalation would all be highly relevant to any non human civilization sharing Earth with us. The same would be true of deep sea mining, ocean pollution, climate change, undersea military networks and artificial intelligence. We may think these are all just human issues, but a hidden Earth based intelligence would see them as threats to a shared planetary system. This gives the UAP phenomenon a very different emotional tone. It's not necessarily invasion or salvation. It may be monitoring, containment or quiet intervention when we cross certain lines. It could be an intelligence trying to stay out of sight while still making sure the surface species doesn't burn the house down. The ancient ocean theory also gives a different reading to secrecy. If governments encountered evidence of this, the first instinct wouldn't be public education. It would be containment, map the sites, track the objects and recover materials if possible. Then to build programs around the technology. Keep adversaries away from the data. Use ridicule to suppress leaks. Let the phenomenon remain absurd, because absurdity is an excellent security system. People don't demand answers from something they have been trained to laugh at. That could be why the UFO/UAP subject always feels half visible. There are official hearings, but not the full data. There are whistleblowers, but never the files. There are blurry videos, but not any context. There are pilots, radar operators and military witnesses, but the system keeps absorbing their testimony into classified channels. The public sees fragments while the real pattern remains locked away. As I always say... Disclosure for the few and not the many. If the ocean is actually involved as Grusch and Burchett imply, the missing data may be even more important than the aerial data. We shouldn't only be pressing what pilots saw in the sky. We should be asking what sonar operators heard under the water, what submarines have tracked. We should also be asking what undersea sensors have recorded near restricted zones and whether there are recurring coordinates, depths, magnetic anomalies, thermal signatures or unexplained acoustic events associated with UAP activity. We need to be asking whether naval archives contain the real spine of the phenomenon. The possibility of underwater bases actually changes how we think about disclosure. If the answer is extraterrestrial visitation, disclosure is about humanity's place in the cosmos. If the answer is an ancient Earth based intelligence, disclosure is about humanity's place on its own planet. That is more intimate and more destabilizing to me than E.T. It means the human story is not the only advanced story Earth has produced. It means our myths of ownership, dominance and uniqueness all collapse overnight, suddenly 'we are not alone' applies to home. That might be harder for people to accept than aliens from space. Aliens can leave but a hidden terrestrial intelligence is part of the planet will blow peoples minds. There is also a spiritual and philosophical layer to this. Many ancient cultures contain stories of beings from the sea, underwater kingdoms, gods emerging from water, serpent people, fish like teachers, luminous beings, and hidden realms beneath or beyond the visible world. That doesn't mean the myths are literal history of course, but it is interesting that human cultures repeatedly placed mystery, intelligence and otherworldly contact in the water. The ocean has always been the border between the known and the unknown. Maybe that symbolism came from imagination or perhaps some of it came from encounters filtered through the language of the time. If an older intelligence interacted with early humans, we wouldn't expect ancient people to describe pressure engineered transmedium craft or non human oceanic infrastructure. They would describe gods, spirits, shining beings, dragons, serpents, sky boats, sea people, underworlds and portals. Human language can only describe the unknown through the symbols available at the time. Even now, we struggle. We call them craft, orbs, drones, angels, demons, aliens, ultraterrestrials, interdimensionals. The labels change, but the confusion always stays the same. The ocean theory also sits strangely well with the consciousness aspect of the phenomenon. If an ancient intelligence developed through biology and field sensitivity rather than brute mechanical industry, it may have integrated consciousness into technology way earlier than we could have. We are only now beginning to wonder whether mind, perception and information are more deeply connected to physics than our materialist models allow. An older civilization may have already built that bridge. Its craft, communication systems and interfaces may respond to awareness, intention, emotion or neural patterns in ways that seem impossible to some of us. That would explain why the phenomenon often feels both technological and psychological. It behaves like machinery, but it interacts like intelligence. It appears on sensors, but it also appears in dreams, symbols, synchronicities and personal experiences. Skeptics see that as evidence the whole thing is imaginary. Maybe sometimes it is, but maybe the strangeness is part of the interface. A civilization that understands consciousness as a field related phenomenon would not necessarily separate contact from perception. It might use perception as one of the channels. This is where the theory becomes tricky, because it doesn't allow us to keep the phenomenon safely outside ourselves. If the intelligence is oceanic, ancient, field based and consciousness aware, then contact might not look like radio signals or embassy meetings at all. It could look like sightings, dreams, intuitions, symbolic downloads, altered states, close encounters, military incidents and physical traces all mixed together. That is messy, but perhaps the mess is not a flaw in the data, it could actually be the signature of a phenomenon that crosses categories we invented too recently to trust. All of this having been said, the theory still needs evidence. It needs coordinates, sensor data, sonar records, materials, biological traces, repeatable patterns and testimony that can be checked. However as a framework, it definitely needs more attention than it gets, because it explains why the UAP phenomenon feels close, evasive, ancient and deeply tied to Earth. The extraterrestrial hypothesis asks how they got here, although I have a theory about that. While the ancient ocean hypothesis asks whether they were already here. That is a completely different question. If what Grusch is saying is even partly correct, then disclosure will reveal that human civilization has been sharing this planet with another intelligence all along. Not openly or equally, and not in a way we were ready to understand, but sharing it nonetheless. The oceans would no longer be an empty wilderness. They would become the frontier of the greatest secret in human history. Could that be why the truth has been so hard to release. Because it's one thing to tell humanity there may be life elsewhere, but it's another thing entirely to tell humanity that Earth was never only ours. #UAP #UFO #USO #UAPDisclosure #NonHumanIntelligence #NHI #UnderwaterBases #OceanMystery #Cryptoterrestrial #Transmedium #Disclosure #ufotwitter #uapXshow more