Great Linebacker Drills!!!🚨🚨🚨 WHO’S PUTTIN’ WORK THIS SUMMER?!🔥 -... Great footwork - Great change of direction - Lateral bag step overs - Step overs to curve run - Step overs to turn and run - Hurdle cross overs to 45 degree angle drop - Hurdle cross overs to break straight down Trainer: Les Maruo Linebackers University™ Athlete: Les Maruoshow more

Great Linebacker Drills!!!🚨🚨🚨 - Shuffle, sprint, shuffle while staying... squared - Sprint, gather steps, sprint, near steps, burst - Angle hurdle step overs to dip and rip around the corner - Shuffle to shock and rip - Shuffle to dip under and rip - Stack over the blocker Cal Lutheran LB Derek Hurley Derek Hurley Trainer: Linebackers University™ Les Maruo Location: Las Vegas📍show more

Arkansas Razorbacks Linebacker Drills!!!🚨🚨🚨 - Great base - Stay... low - Quick feet - Lateral bag step overs while keeping low pad level - Push off with the outside foot to burst forward - Catch the ball out in front - Violent punch while bringing the hips through -Extent your arms out all the way to create separation - Shed and pursuit inside out of the ball carrier - Vice tackle with the sideline - Violent strike, keep your outside arm freeshow more

Oklahoma Sooners Linebacker Drill!!!🚨🚨🚨 Oklahoma Sooners linebackers are working... on 45 degree drops to a break. On the second break finish inside out of the ball carrier and wrap up violently while running your feet through contact. Cone drills are great because it allows the linebackers to see what angles they are dropping/breaking. Oklahoma Football P³³show more

NC State Linebacker Drill!🚨🚨🚨 This drill teaches the linebackers... to not cross over when coming down at an angle. You have no power when your legs are crossed over. You should only cross over when the ball carrier is out of your range. Keeping a good base and staying squared is very important especially when you are taking on a big offensive lineman. It also teaches them to not double tap their feet when they are changing direction. Dig your outside foot on the ground and get out! Notice that they are all staying low and keeping their shoulders squared even when they are coming down at a 45 degree angle. NC State Footballshow more

A CLARION CALL TO DUTY 🚨‼️🚨‼️🚨‼️🚨‼️🚨‼️ Dear Mallam Nasir... Ahmad El-Rufai First of all let me express my sincere condolences to you over the demise of our father Baba Buhari as we continue to pray that Allah in His infinite wisdom forgive all his shortcomings and grant him Aljanna Firdaus 🙏 It is with deep sense of responsibility that I write this short request to you as a core Buharist and as someone that has always admired your courage and your love for Nigeria The mantle of leadership of the Buharists has naturally fallen on your shoulders, you must as a matter of urgency galvanize/mobilize the base of Baba Buhari across Nigeria as our new leader This is without prejudice to other senior Buharists across the length and breadth of this great country, in the South South, South East and South West A huge vacuum has been created following the demise of Baba Buhari and nature they say abhors a vacuum All authentic Buharists of all ages, religion and gender, at home and in diaspora are craving for a new leader, that is a huge section of the Nigerian population Like Baba Buhari you are never going to be loved by those who didn’t love him but like the legend you will overcome them In fact you have already inherited all the insults directed towards PMB before his death despite your role in making Tinubu the president of Nigeria Having said that, you should also take consolation in the fact that despite the hatred towards Baba Buhari from a particular section of the population many patriots in the SW, SS, SE still showed him some love I am 100% sure there are also a large numbers of authentic Buharists and patriotic Nigerians in the SS,SW & SE that acknowledge your contribution to the development of Nigeria On the important question of who will lead the North, we will cross the bridge when we get there, there is surely a generational shift following the death of Baba Buhari, again this is without prejudice to all our leaders in the North Before entering politics and public service you’ve had a very successful career in the private sector as a Quantity Surveyor and you also did great stuffs in other areas Meaning you had and still have address outside politics You attended the prestigious Barewa College Zaria, Ahmadu Bello University Zaria, Harvard University, Georgetown University, University of London among others based on public records In the public service space your records are unmatched among your peers and among older generation of politicians from the North to the South Governor of Kaduna State 8 years, FCT Minister 4 years, DG Bureau of Public Enterprises, economic advisor to General Abdulsalami Abubakar for the president’s think tank of technocrats to decouple/demilitarize public administration in 1998 among so many other positions that you have held You’ve had huge influence in the formation of political parties among which is APC Nigeria that dislodged a sitting government in 2015 These are huge achievements and I can say boldly you represent that change/break many Northerners and Nigerians so urgently desire You are more than qualified to lead Buharists, Northern Nigeria and indeed Nigeria at this point in time We have no regrets being Buharists and somehow me must institutionalize the ideologies and philosophies of Baba Buhari for the future generationsshow more

The High Line Hotel, located at 20th Street and... 10th Avenue, is a great spot to relax with a coffee, tea, or snack, and it’s a convenient place to use the restroom, too. 🏨 History & Background •Constructed in 1895 as student housing (dormitories) for the General Theological Seminary, the building was designed in Collegiate Gothic style by architect Charles C. Haight. It replaced an apple orchard once owned by Clement Clarke Moore, the author of “’Twas the Night Before Christmas”. •The land had earlier been part of Moore’s estate before being donated to the Episcopal Church in the 1820s. •Financial pressures led the Seminary to sell this building in 2012; it was transformed into The High Line Hotel, which officially opened in May 2013, under the ownership of Brodsky Organization and MCR Hotels. The interiors were curated by Roman & Williams. 🧱 Architecture & Design •The hotel retains its red-brick gothic façade, stained glass, and ornate fireplaces, preserving its original character. •Interiors are richly furnished with vintage and antique pieces, typewriters, rotary phones, heirloom rugs, Tiffany lamps, handpicked from fairs and historic estates to evoke eclectic Americana with European elegance. •Guestrooms feature restored Western Electric Model 202 rotary phones, terrariums, and even embossers stamped with unique symbols discovered during restoration, and rooms are layered in 19th‑century English wallpaper designs. 📍 Location & Cross Streets •Located at 180 Tenth Avenue, at the corner of West 20th Street in Chelsea, Manhattan. •Despite its name, the hotel sits across the street from the High Line Park, not directly on it, within the campus of the still‐active General Theological Seminary. ✨ Fun Facts •The site forms part of the original apple orchard that inspired the nickname “Big Apple” for New York, thanks to Clement Clarke Moore’s estate. •It hosts Hoffman Hall, a grand, wood paneled event space built in 1899, now used for weddings and receptions up to 200 people . •The hotel is celebrated for its Wi-Fi, which they jokingly claim to be the fastest in NYC, ideal for writers and remote workers amid vintage typewriters lining the lobby. •Events held here have included the premiere of Penny Dreadful and industry presentations by People Magazine. ☕ The Coffee Shop: Intelligentsia at The High Line Hotel •Inside the lobby, the hotel features a branch of Intelligentsia Coffee, open daily from 7 AM to 5 PM, offering free Wi‑Fi and patio seating in the courtyard. •It’s a favorite local spot for high quality espresso, pour overs, and pastries, drawing both hotel guests and neighborhood clientele. In warmer weather, they operate a coffee cart in the courtyard and even serve cocktails in the evening under the name “Pinhook”. •Reviews note its quiet, European‑style ambiance and excellent beverages, perfect for a cozy morning or afternoon breakshow more

🚨12 HOUR NEWS RECAP 1.⁠ Trump said Putin called... to congratulate him on Middle East peace and hinted it could lead to an end of the Ukraine war. The pair agreed to meet in Hungary, aiming to negotiate an end to the war. 2.⁠ VP Vance said Russia and Ukraine are still not close enough to get a deal: "For all of our work - and we're going to keep on working at it - the Russians and the Ukrainians are just not at the point where they can make a deal. I do think that we will eventually get there." 3.⁠ India is cutting Russian oil purchases in half following trade talks with the White House, according to a senior US official. Catch the fine print: the cuts won't show up in official data until December or January since refiners already locked in November cargoes. 4.⁠ Venezuelan officials floated a deal: Maduro would step down… in 3 years, handing power to his VP Delcy Rodriguez (who wouldn’t run again). The White House shut it down, calling Maduro’s regime illegitimate and accusing it of running a narco-state. 5.⁠ Israel says Hamas can return a “double-digit” number of deceased hostages - but isn’t. Only 9 bodies have been returned under the U.S-brokered deal, while 19 remain. Israel now considers this a “fundamental breach” of the ceasefire agreement. 6.⁠ Kai Trump launched her YouTube era with “1 on 1 with Kai” - featuring 18 holes, drone shots, hot mics, and Grandpa... aka “45 and 47.” She drops bombs off the tee, breaks down her 60° wedge strategy, and casually roasts his fairway bunker game. 7.⁠ A Polish court will decide whether to extradite Ukrainian diver Volodymyr Z. to Germany over alleged involvement in the 2022 Nord Stream pipeline explosions. Prime Minister Donald Tusk opposes the transfer, saying it’s not in Poland’s interest. 8.⁠ Ukrainian drones struck the Gvardeyskoye fuel depot in Russian-occupied Crimea, setting the facility ablaze. The depot supplied fuel to a large portion of the peninsula, disrupting one of Moscow’s key supply routes in the region. 9.⁠ Federal prosecutors charged Los Angeles developers Steven Taylor and Cody Holmes for allegedly stealing millions meant for homeless housing projects. Taylor flipped a Cheviot Hills property to a nonprofit tied to former state senator Kevin Murray for a $16 million profit. Holmes, meanwhile, used $2.2 million in public housing funds to pay luxury credit card bills. 10.⁠ NYC mayor hopeful Mamdani blasted Trump for threatening to deploy the National Guard to New York: “I agree with Police Commissioner Tish that we do not need the National Guard here in New York City. What New Yorkers need is a mayor who can stand up to Donald Trump and actually deliver on safety."show more

Self organisation is for LAZY coaches! Elite coaches should... verbalise all of the nuances of detail to maximise the performance of their athletes. Video analysis should provide you with all of the granular data so that you can make minute analysis and provide the most specific cues for each step in the sprint. 🤥🤥🤥🤥🤥🤥🤥🤥🤥🤥🤥🤥 At the end of last the summer I reached to Frans Bosch to bug him on all things sprinting. It’s been 3/4 years since we had spoken last so it was very refreshing to talk about what I had been witnessing whilst analysing footballers. Somethings that I learnt from him over a decade ago and have consistently used to maximise speed skills. 1) “take the arms out of the running cycle and the body will need to self organise in order to avoid over rotation and thus keep the abdominals in the sweet spot” 2) “Run bouncy with excellent co contractions between hip, knee and ankle will keep the hamstring in the sweet spot, reducing strain” 3) “Stabilise running technique by clarifying how to PROJECT , SWITCH AND REACT (PSR) over increasing amounts of velocity, vectors and variations of instability” 🔬🔬🔬🔬🔬🔬🔬🔬🔬🔬🔬 I took the concept of PSR directly from the heuristics of dpfaff 15 years ago. A man who gives and gives and gives and gives some more. Dan let me bug him for months, write my thesis on him, then I got to stalk him daily for 3 years in the build up to the 2012 Olympics. Coaching the PSR pillers became a very helpful way of reducing the clutter of technical jargon and degrees of freedom. It focused my coaching eye and created a shared language for athletes, therapists and non technical coaches. ⚽️🏉🏈🏟️🥅🎾🏏🏐🏃🏼‍♀️🏃🏾🏃🏽‍♂️ 3 years ago I started working with Ryan Grubbs before he joined the NFL. Ryan and I put our heads together to create a system that would reduce the friction for coaches wanting to coach more efficient movement . We downloaded our brains in to a range of decision trees and algorithms and then began to support teams through our joint venture Speed Solutions We provide a unique macroscopic analysis of intense game actions (acceleration, deceleration , change of direction and max velocity). All data is visualised and compared athletes of a similar level within our data base. We have stood on the shoulders of great academic work of Ryu Nagahara Helen Bayne James Wild and Ken Clark, PhD and then layered in our experiences coaching the best athletes and players from around the world. 🤳🎥👾💻🖥️🧑‍💻📉📊📈 vuemotion provide us with the data and Speed Solutions provides us with the insight. Self organisation is a concept built for lazy coaches like me. Measure what matters. Coach the PSR PILLERS Design a training environment that challenges skill stability. Then Measure again. 🫠🫠🫠🫠🫠🫠🤕🤕🤕🤕🤕🤕🤕 This was longer than I planned (I am sick stuck in bed) , so well done if you made it this far. Drop me a question video analysis using, lazy coaching or building Olympic level Speed Skills.show more

A very good morning. Welcome to The Council Benji... This marks the third Skull in a little run. The first went to a fund I've never met. The second: through Eli Scheinman to a new collector/foundation who has been quietly entering the space in a very significant way across a number of collections whom I’ve never spoken to. Their new entrance enabled a wedding and start of a new married life for Conviction. In my very first conversation with him, we spoke about curses and commitments to the people we love. Since meeting got to talk through each step on that path, from letting go, what is imbued in the ring and ceremony of it all, a proposal, and on the way to the most important of the steps in pursuit of a blessed life. It is easy to get a little cynical on the over-leveraged exit stories that spring up from time to time, so it is a treat to watch one go towards a celebration that’s been building up in his life since the Skull was first acquired. And now: this. The third Skull and the first I can really write about as a shared story across both source and destination. An exit and an entrance. The exit: The Skulls of Luci were awarded as gifts 4 years ago. But before I'd minted Birth of Luci or painted the other 49, the first person in this space I showed the sketch of The Blueprint Skull to was actually Casey💎, when he was working at SuperRare . Casey was the very first person who onboarded me to NFTs, helping me navigate the early days of whatever it meant to even mint something. I explained the idea of gifting one to each person who bid in my first auctions. Though most of the Skulls went to the bidders, Casey's didn't. He didn't ask for one. I didn't tell him I'd give him one. But he helped me take my first steps here, and it's hard to imagine any of this making sense, or unfolding the way it has, without him. Since then, we've broken bread across continents, seen quite a lot of chortling margarita consumption, watched the rise and fall of a lot around us, weathered inter-Council dramas. He brought Laura El into The Monument Game, played as a Player, wore a Mask. Most of the vibe that started all of this, the wild west of it, feels faded in the broader space at times. But every Skull has a story and a person who helped us get here. Casey will always be the one who was there before any metric muddled the reason to care. The entrance: Last fall, Benji came over for a studio visit. We walked through Luci, the works, structure, and dream, as anyone who visits does. But we mostly talked about being a father and having a father. We discussed the very idea of "collection" stripped of accumulation, value, or signal, located more in the act or ceremony of it. What it was to grow up with a curious father who studied the edges of each thing he saw to know the next layer beneath why anyone might look or ignore it. That to pass this on is to pass on questioning, more than it is to pass on any kind of answer. The process of collecting can be perceived as an individual act of hoarding. For some it is maybe. But at its best, it's a way to bind through shared questioning, to bond in cooperation and competition with friends and family, it is the swapped story and meme of it all, and each object gathered along the way carries some shared memory that can, often does, and with intent: should; drift out of the object entirely. All in the psalm, always has been. The studio visit came and went. Soon after, a package arrived in the mail with two of the softest stuffed animals added to my daughter's own collection, now among her favorites. The Skull is a bonus to that, in the scheme of shared memory. For Rachel and I, while we are heads down making a body of work that unsettles us and excites us but demands unknown time to accomplish, it means a great deal to have this kind of support from long term people in the quiet process of making work we want to leave behind ourselves. Enormously grateful to Casey for the many years of support and friendship, to Benny for being a true patron, and to Benji for entering the arena for what I'm working on next. Welcome.show more

Instead of just talking about it, I wanted to... go through it and really break it down to figure out the exact reason for the difference in Jalen Duren's play between the regular season and the playoffs. *LONG BREAKDOWN COMING* First, lets list how much the difference was: Iso in RS: 82nd %ile Iso in PS: 21st %ile Post-ups in RS: 88th %ile Post-ups in PS: 59th %ile PPP on drives in RS: 1.18 ppp PPP on drives in PS: 0.80 Layups in RS: 79th %ile Layups in PS: 19th %ile It was a staggering drop off. Shocking to many of us who watched him all season. So, what happened? Well, #1 I think mentally he was letting his struggles get to him and he started to play out of control. Something that suggests this to me is this stat: He started to figure some things out himself in isolation over the last 2 games against the Cavs. He had six isolation possessions in the final two games against the Cavs; he scored on five of those possessions and drew a foul on the other. Game 6 he started to look confident and really made them pay out of isolation. I really think a ton of it was he got hit with a punch early against ORL and really struggled to handle the pressure and struggles after, and just kept stacking and stacking. So, him being in his own head is #1 for me. #2: His handle got exposed quite a bit. In the regular season, he only had a 4.2 TO% in isolation, which is incredible. In the playoffs, though, that spiked to 20 TO%. On drives in the RS, he had a TO% of 4%. In the PS, it jumped to 13.3%. The first clip below shows how the right-to-left cross he loved doing all season was really taken away from him. Too loose of a handle, and he often got his pocket picked trying this exact move over and over. I think having his go-to move taken from him shook him a bit and left him scrambling a bit in his head to find a counter. The second clip shows, imo, him starting to lose trust in his handle. He immediately turns his back to the defender, which is what you do when you're worried about losing the ball. But, even then, he loses control of the handle and it ends up in a turnover. If I'm the Pistons, I'm showing all his turnovers due to his handle and working with him on tightening his handle and also helping him get comfortable with a counter/second move so defenders don't just sit on the right-to-left cross. #3: I think he really struggled to adjust to the playoff whistle. In the regular season, he drew free throws on 21% of his isolations and 31% of his post-ups. In the PS, it dropped to 14% and 11%, respectively. There were many possessions where in the RS he would've got free throws, but did not in the PS and he was frustrated. In the third clip, you'll see how physical he was being played by Mobley (which we all want physicality in the game). But, in the RS, he probably is getting FTA's here. There are many examples of this where it felt like a lot of his value during the RS was being able to draw FTA's on his drives, and in the PS, refs just allowed more physicality, and he struggled to deal with it. #4: Ausar-Duren duo. I believe in this duo, and I do not think this was the main reason Duren struggled. However, I am not blind to the fact that there were obviously some possessions that hurt Duren. In the regular season, Duen actually got less efficient when Ausar wasn't on the floor. However, in the playoffs, Duren went from 51 TS% with Ausar on the floor (302 minutes) to 64 TS% with Ausar off the floor (121 minutes). In the 4th clip, you really see how the lack of spacing caused a tough shot from Duren. He gets a step on WCJ going right, and probably would prefer to then just use his strength to create spearation. However, he sees Suggs sitting in the right gap off of Ausar, which forces him to spin left. Once he spins left, Paolo is completely leaving Tobias open. This is one of the reasons I really think DET needs a spacing 4 because this should be an easy kickout from Duren to a shooter. He still should've made this pass to Tobias, but a legit shooting 4 I think would relocate to the corner and make an easier outlet/easier to see for Duren. But, he still coulda made the pass, tbf. Either way, you see how the lack of spacing from both Ausar and Tobias forced Duren into a really awkward drive where he was forced into an extremely tough shot. I think if the passing returned from Duren, some of these situations wouldn't happen. Hitting Ausar early as he cuts into the space would work, or hitting Tobias (who again shoulda be making himself more available) beyond the arc results in better offense. But, also, having better spacing probably allows Duren to just get to his original move once he beats WCJ off the dribble. and lastly #5: He really just didn't play well. I can't include any more clips (I'll put some in the immediate thread reply to display), but he really just didn't play well. Missed *a lot* of looks we're used to him making. His touch around the rim left him, looked like he really felt rushed in the paint. He was struggling to secure rebounds after dominating the glass all season (during the RS, he averaged 4.3 second chance points a game, in the PS it dropped to 2.3). During RS, he had a 22.0 DREB%, which dropped to 16.0% in the playoffs. So, I think a lot of factors played into why he struggled so much in the playoffs. My takeaway is I don't think these things are unfixable; actually, I think they're very fixable. Experience of dealing with what playoff physicality is I think is going to help moving forward. All young players have to adjust to that--I think Cade really learned that from NY series to this playoff run. Tightening his handle and just having a second move to go to is not something that should be considered impossible. I'd like to believe it's pretty likely with how much he works and the raw skill he already has with his handle. Pistons adding a legit spacer at the four I think solves a lot and will make Duren's life a lot easier. The most concerning part is mental. And we won't know an answer to that until the next playoffs. Did this experience help him on his journey towards becoming mentally strong and prepared enough to move forward? Did this run help him find a routine that helps him lock in mentally, as many players have said they had to discover? Or will the pressure from struggling last postseason get to him this upcoming postseason? Will he let mistakes get into his head, compound them, and start playing rashly? I don't think the second option will be the case, but no one will know until the next postseason. Honestly, I'm more concerned and critical of his defense in the playoffs (which at times was pretty good and at other times was an incredible struggle), but that would require its own thread. My ending thoughts: I still very much believe in Duren. This playoff run showed he has areas he must sharpen up and learn from, but at 22 that shouldn't be a shocker. He is incredibly talented and made a large jump during the RS. The PS posed challenges he didn't quite have answers to yet. But another run of experience, another offseason of training, and another year older should lead him down a good path. I am fully supportive of paying Duren and extending him. I am not at close to 50 million dollars. 35-40 million is where I think they'll settle on, and I'm fine with that. But, he's gotta learn from these playoffs! Every offseason he's gotten better, I don't have a reason to believe Jalen Duren won't learn and improve again this summer. He's only 22.show more

🚨 WARNIING: SOMETHING BIG WILL HAPPEN TOMORROW!! President Donald... Trump recently extended THE ceasefire. During this time, negotiations are taking place in Pakistan. Iran is demanding two things right now: - The removal of the naval blockade - Unfreezing all Iranian assets, which is around $11 TRILLION now Meanwhile, THE US is demanding guarantees for shipping security and a halt to the nuclear program. Trump is pushing for a GREAT DEAL. If both sides actually sign at least a framework agreement tomorrow, this will become a signal for GLOBAL DEESCALATION. Here's what's happening right now: Crypto right now is extremely sensitive to war-related news. If a deal is announced tomorrow: > END OF FUD The war-premium risk-off will disappear. Investors who were sitting in cash and gold will start rotating liquidity back into risk assets. > BTC AS A PEACE INDICATOR In 2026, BTC has fully established itself as an asset that reacts first to geopolitical easing. Analysts predict that on peace news, Bitcoin could break resistance and target $90,000–$100,000. > OIL DAMPENER Right now, Brent oil is trading around $130–$150 due to the blockade of the Strait of Hormuz. This is a war premium that is choking the global economy. If tomorrow the unblocking of the strait is confirmed, oil could instantly drop by $20–$30 per barrel. A sharp drop in oil equals a sharp drop in expected inflation. This gives markets a signal that the Fed no longer needs to keep rates so high. Investors start pricing in faster rate cuts, which always sends crypto to the moon. > LIQUIDITY While everyone is watching Iran, the Fed is playing its own game. At the moment, the balance sheet is around $6.7 TRILLION. QT is ongoing, despite any market shocks caused by war. War forces THE Fed to inject EMERGENCY LIQUIDITY through reverse repo. As soon as geopolitics cools down, THE Fed can shift from firefighter mode to soft-landing mode. Market stabilization will allow banks to more confidently deploy excess reserves—those same hundreds of billions in reverse repo. Crypto is a sponge for liquidity. When the system becomes easier to breathe and fear of systemic collapse disappears, this money flows first into BTC and ETH. If tomorrow we see headlines saying IRAN–US DEAL SIGNED, THEN most likely we will see THE GREENEST DAY in 2026. This is exactly the time when REAL MONEY is made. And you should track all the updates so you don’t miss the opportunity. But don’t worry, I will keep you updated on everything here. I will post everything before it becomes HEADLINES. When I make my next move, I’ll share it publicly here. Follow and turn on notifications so you don't miss it. Comment "Strategy" and I will send you my guide in DMs. Many people will regret not following me earlier...show more

This is my "feel the AGI" moment: I used... GPT-5.6 Sol to train my own autocorrect model that outperforms GPT-5.6 Sol (wtf??) I have no ML background. I have no idea what I'm doing. I just kept pushing Sol until it spat out a SOTA model. And I spent $0. The motivation: Years of talking to AI have made me terrible at typing. Rather than fix my skill issue, I decided to throw more AI at it. My idea was: instead of autocorrect that interrupts my flow, I want to type fast with mistakes and have AI clean it up after. I wanted the smallest local model possible, for speed, for battery life, for science! So I decided to train my own. Inspired by Andrej Karpathy’s autoresearch, I ran Codex /goal with this setup: pick an experiment, try it, record the results to a doc, throw it out if it fails, and plan the next experiment without repeating failures. I gave a few examples that had to pass, tight latency targets, and let it run. Sol did some amazing things. First, it scanned benchmarks and shortlisted base models: Qwen 3.5, Gemma 4, Liquid LFM 2.5. It found a dataset on HuggingFace for typed text. Then it built a simulator for fingers striking a Mac keyboard, modeling the physical layout with a Gaussian distribution around each key. It simulated striking the wrong key, wrong order, fat-fingering, etc. With the models + data + simulator, it fine-tuned using MLX right on my MacBook. It had a working prototype within an hour! But accuracy was pretty poor. — Problem 1: Tokenization Sol read papers, ran tests, and identified that the tokenizer was the bottleneck. Tokenization makes typos hard for the model to see, so it memorizes mappings instead of using its language priors. Sol tried ByT5, Google’s tokenizer-free byte-level LLM. This made a big improvement, but the model is old and lacked the knowledge needed to reach Sol performance. Sol dug deeper and realized a tokenizer-free model isn’t needed; instead, it used T5Gemma, an encoder-decoder model. This can understand the input deeply before producing output, and furthermore, Sol could post-train the encoder to improve performance. This gave a much higher ceiling. — Problem 2: Loss function Now the model was correcting some typos perfectly, but ignoring most. Sol realized that standard cross-entropy loss was teaching the model to avoid edits, because the vast majority of characters in the training data were left unmodified. The fix was wild: Sol wrote a custom loss function that byte-aligns the source and target strings, uses a dynamic programming algorithm to compute the minimum edits between the two, then weights correct edits much higher than copies. After a lot of tuning, this dramatically improved accuracy. — Problem 3: Autoregression One failure mode remained: if the model made a mistake, it couldn’t backtrack. It could only predict the next token. Teaching it to “think” like a reasoning model would solve this, but would be far too slow. Sol found a beautiful solution: instead of greedily predicting the next token, beam search over all possibilities. This parallelizes the exploration instead of one linear chain-of-thought. At the end, choose the path with highest cumulative log probability. This worked great, but made the experience worse, since the user wouldn’t see progress until the whole search was done. To fix this, Sol made a clever observation: after each search step, the longest common prefix among surviving branches is guaranteed to appear in the final result, so it can be displayed immediately. As the search progresses, weaker paths are dropped and the prefix grows, so the user sees continuous progress. Sol built all this as a custom MLX pipeline that does the parallel decoding on the MacBook GPU, with just ~40ms TTFT. It’s crazy fast and entirely local. — Final eval (error reduction rate, higher is better): - Apple autocorrect: 49.66% - GPT-5.6 Luna: 82.47% - GPT-5.6 Terra: 87.64% - GPT-5.6 Sol: 90.56% - Our model (1.7B): 91.02% Final cost: - 1 quota reset (thanks Tibo) - $0 (And yes, I verified there's no cheating. In fact, we test words scrubbed from the training data to prove the model isn’t memorizing) There were a ton more details and tangents I could write about: contrastive learning, GRPO, DPO, dynamic masking, and more. Sol is a fascinating and creative model. It blew my mind so many times. Don’t let a lack of experience stop you: Sol makes AI experiments accessible to anyone!show more

Lads. Sit down and give me your ear a... while, for I have watched from the water long enough and the hour is upon us whether we have the stomach for it or not. You remember. Or your fathers told you, or their fathers did, and the knowledge of it is in the marrow of you whether you drew breath in those days or not. The moors in the grey hour before dawn. Wet heather soft under the boot. Peat smoke rising from a low stone chimney a mile out across the bog, thin as a prayer. A sky the colour of a gun barrel and the gulls lamenting above the headland. The smell of turf burning, and wet wool, and the ferrous tang of the sea when the wind swung around out of the Atlantic and put the taste of iron on your tongue. A man could walk that land and know every stone of it was his by inheritance, because his grandfather had broken his back upon it, and his grandfather before him, back through the generations until you reach men whose names are lost and whose bones are in the soil you are standing on. The potato fields. God be good to us, the potato fields. Lazy beds cut straight as a gunwale, the ridges black and shining after a night of rain, women bent double with creels lashed to their backs and the children at their skirts, drawing the crop up by the hand for there was never any other means devised nor wanted. Hands split open at the knuckles and never entirely healed in this life. Hunger within living memory. Grandmothers who had seen the blight with their own eyes and would not speak of it from the year of it until the day they were laid down, save that a crust was kept always on the dresser which no soul in that house was permitted to touch. Not ever. Not for any reason under heaven. And the chimney sweeps. Wee lads no heavier than a sack of meal, black to the bone with soot, their lungs ruined before they were old enough to marry and old men entirely by thirty. Up the flues at first light, the skin worn off them by the brick, eyes crimson at the rim, breathing the black in with every draw of air. And the coal miners a half mile beneath our feet, down in the wet dark, the roof of the world muttering over their heads, the canary gone silent, a man's whole existence measured out in the shilling a ton and the dust he carried home in his chest to cough up of a Sunday morning into a rag. Fathers who descended and were never hauled up again. Widows at the pit head with the shawl drawn over the head and no tears remaining in them for they had spent those long ago. That was the tariff paid to keep the hearth lit. That was the reckoning of being warm in winter in the Ireland that was. And after the labouring week, Friday evening, and a man had earned the peace of what followed. Home first. Peeled the day off him in the yard. A shower of ice cold moor river water out of a tin bucket punctured with holes, hung on a nail on the gable wall, the water running clean down the back of him and carrying the week's dust and sweat away into the drain. Scrubbed till the skin was pink beneath the grime. Clean shirt laid out by the wife. The hair combed down with a drop of water. Then, and only then, did a man set himself to the table. A meat pie from the baker, tenpence if he was known to you, a shilling and no change if he was not, put down upon a proper plate. Fish and chips for threepence, the salt and vinegar soaked through the newspaper, but carried home and ate slowly at your own table with your people around you, not walked with through the streets like some vagrant tinker off the road. A man ate as a man who had earned his portion, for he had. And later, with the dishes cleared and the kettle set, down the road to the tavern. Low beams black with a century of smoke. A turf fire muttering in the grate. The air thick with pipe smoke and the vapour of wet overcoats steaming themselves dry on the backs of chairs. A pint of stout, cold and black as a cove at midnight, elevenpence laid down on the counter, a head on it thick enough to strike a match upon. A second one because you had it coming to you and no man present would dispute it. A fiddle starting up in the corner of its own accord. The old men in the snug who remembered matters the history books had long since mislaid. A song before the bolt was thrown on the door. The walk home beneath a firmament crowded with stars, the stout warm in the gut of you, the week behind you, and your own door waiting with the latch unlocked for you had no enemies in that parish. That was the country. That was the covenant. Honest labour, plain food, a cold wash, a hot meal, a cold pint, your own tongue in your own mouth, your own soil beneath your boots, and no man standing above you save the Almighty Himself. Now regard her. Regard her close. The fields disposed of to men who have never set foot upon them and never shall. The harbours signed away by the stroke of a pen in a room you were not admitted to, and foreign keels dragging out of our waters the living that sustained this island for a thousand years, while our own boats rot at their moorings for want of a quota. The tradesmen undercut by imported labour and imported goods. The shops shuttered along every main street from Donegal to Cork. The young ones scattered to London and Sydney and Boston and the Gulf because there is nothing remaining for them beneath their own roof. And the entirety of this rotten arrangement dressed up in the soft mannerly language of progress by men in towers of glass who could not tell a lazy bed from a grave, nor a trawler from a tugboat, nor an honest day's work from a pension plan. And now they arrive with the next imposition. A digital identity. A number assigned to each soul. A card required to buy your bread. A code required to draw your own earnings out of your own account. A file kept on every man, woman and child from the cradle forward. Permission asked to move. Permission asked to speak. Permission asked to earn. A levy upon every breath drawn and a regulation upon every step taken. No. And no again. And no for a third time so there is no misunderstanding of it. We do not require your digital identity. We did not request it. We did not vote upon it. We do not consent to it. We do not need your permission to exist upon the soil our forefathers are buried in. We are a free people. We have carried ourselves this far upon our own two backs. Through famine and empire and civil war and black lung and blight and the emigrant ship out of Cobh, we have come this distance under our own steam, and the arrangement appears to be serving us well enough without your intervention. We buried our own. We fed our own. We raised our own roofs and took our own fish and reared our own children in our own tongue. We are in your debt for nothing. Not a signature. Not a biometric scan. Not a single solitary inch. And while we are upon the subject, let us speak plainly of the tax man, for he has gone too long without proper introduction. The tax collector and the tax man are the one article under two names, and the article is a parasite. There is no dressing it up finer than that. A man who produces nothing, who grows nothing, who catches nothing, who builds nothing, who mends nothing, who has never in his professional life lifted anything heavier than a pen, and who arrives at your door with the full apparatus of the state at his back to carry off the fruits of labour he did not perform. He is a middleman between your sweat and some scheme dreamt up in a committee room by his own kind, and the great majority of what he takes is consumed by the machinery of the taking itself before ever a penny of it reaches the road or the hospital or the schoolhouse he claims to be funding. And I will go further while I have the floor. Finance itself, the whole apparatus of it, money breeding money in the dark without a hand laid upon a tool or a spade turned in the earth, is slavery dressed in a good suit. It is the oldest swindle known to man and it has never been anything other. A man who produces nothing yet lives off the productive labour of others through the charging of interest upon money conjured out of nothing is a parasite of a rarer and more refined order than the tax man, but a parasite all the same, and between the pair of them they have the working people of this island bled white and lectured at for the pleasure. A man who will not work with his hands, nor with his back, nor with his mind at some honest problem of the real physical world, is no man that I recognise. He is a ledger entry in a suit. The country was not built by ledger entries. The country was built by farmers and fishermen and masons and smiths and sweeps and miners and shipwrights and midwives and mothers, and those are the people whose say should carry in her councils, and no other. Here is what I put to you. Let each man and woman of this island direct the first tenth of their earnings themselves, by their own judgement, to the purpose they see as worthy. The school down the road. The lifeboat station. The hospice. The widow on the corner. The roof of the chapel. The harbour wall. Whatever it may be. Let the people who earned the money decide where the money travels. You will find the roads mended and the ports dredged and the schools standing and the old ones cared for inside of five years, and done better and for less, because the hand that earned the coin knows the weight of it and will not squander it upon consultants and committees. And let us have done with the paper currency and the numbers in a screen that can be frozen at the whim of a clerk in a tower. Bring back the coin. Gold for the great transactions. Silver for the weekly commerce of a working life. Copper for the small change of the day. Metal you can bite. Metal you can weigh. Metal that cannot be conjured out of nothing by a keystroke, nor erased out of existence by another. Real money for real labour. A coin in the hand is a free man's wage. A number in a database is a collar around a free man's neck, and they are fitting that collar now while we stand arguing over the colour of it. Feel it in your gut. That is not nothing. That is your blood relating to you what your ears will not hear. That is every forebear who starved and fought and coughed the black dust into a rag and descended the shaft regardless, standing at your shoulder and saying no further. Not one more field. Not one more harbour. Not one more son upon a plane. Not one more free man converted into a number in a ledger for the convenience of the parasites. This is the hour. Make no error about it. Ireland is redeemed in this generation or she is lost beyond recovery, and every true son and daughter of her knows it in the marrow. There is no middle ground remaining. There is no waiting it out. There is standing now, upon your own two feet, or there is watching her go under the waves for the last and final time. So stand. Stand with your farmers. Stand with your fishermen. Stand with your tradesmen and your miners and your sweeps and your mothers and your old ones. Raise the tricolour. Speak the tongue. Walk the land. Hold the line in the streets of every town and city and do not break it, for they are relying upon you to break and to go home and to forget by Tuesday. She is calling her children home. Every stone of her, every breaker on her western shore, every acre of wet heather and every coal in every hearth the length and breadth of her is calling. Answer her. Take her back. Every field, every harbour, every last inch of her. Take her back, or lose her entirely. There is no third road open to us.show more

🚨 Protocol Update #9 It's incredible how time flies... when you’re laser-focused on building and delivering the essential products that form the backbone of decentralized finance. Hatom has now been live on the Mainnet for over a year, and we're proud to say that this entire period has been free of issues or downtime. Our platform has been battle-tested during volatile market conditions, and each of our products has performed exactly as expected—solidifying our place as a cornerstone in the #MultiversX ecosystem. Describing last year as “incredible” feels like an understatement. We’ve witnessed unprecedented growth across the entire #MultiversX ecosystem, particularly in terms of TVL and yield opportunities. The day before Hatom launched its Lending Protocol and Liquid Staking on Mainnet, #MultiversX had a total TVL of $95 million. Within two weeks, the ecosystem surpassed $200 million in TVL, with Hatom driving over 50% of that growth. At its peak, Hatom reached over $280 million in TVL, accounting for more than 70% of the chain’s total TVL. What's even more remarkable is that, after initially using Treasury funds to incentivize users, Hatom has shifted to distributing rewards solely from protocol revenue. This marks the start of a fully sustainable, real-yield model, proving our products' rapid product-market fit and long-term viability. A Recap of the Past Year Here’s a quick overview of what we’ve accomplished in the past year: • Launched the first Lending Protocol in the #MultiversX ecosystem, along with the Liquid Staking Protocol on Mainnet. • Surpassed $100 million in TVL within just five days of the launch. • Deployed the HTM Booster Module and Accumulator. • Launched the Tao Bridge and Tao Liquid Staking, bringing over 33k $TAO into the #MultiversX ecosystem in just two weeks. • Implemented multiple upgrades to core infrastructure. • $HTM became the second-largest ESDT token after $EGLD. • Distributed over $3.85 million in rewards to our users. We are happy to announce that Hatom V2 is now live! After an incredible year of growth, we’re excited to take the next step toward becoming the leading liquidity hub across multiple chains. We invite you to explore our newly rebranded website at marking the beginning of our omni-chain journey. This rebranding reflects our bold vision and sets the stage for a full overhaul of our dApps, delivering a fresh and enhanced experience for all users. Achieving self-sustainability in such a short time, we now focus on research and development. Instead of pursuing many ideas, we’re committed to building high-impact products that create perfect synergies within our ecosystem. With that said, let’s dive into the key topics of this update: USH and Booster V2. Hatom USD (USH) We’ve highlighted USH in several updates, and it’s great to see the community recognizing its potential. USH is set to be one of the most impactful products on #MultiversX, providing a key revenue stream for Hatom while helping us maintain competitive rates and long-term sustainability. USH is the result of extensive research and careful development, designed to seamlessly fit into the Hatom ecosystem. While many DeFi projects are raising millions for new stablecoins, USH stands as another powerful product within our hub. The time has finally come for USH to be unveiled to the public, and we are excited to announce that USH will officially launch on Devnet on 28th October. While we’ve thoroughly tested for bugs internally, we’re excited to engage the community in this critical phase. To encourage participation, we’ll offer incentives for those testing USH on the Devnet, with more details to be shared at launch. Understanding USH's architecture is key to how it functions within our ecosystem. Let’s break it down step by step, starting with an explanation of each component. Facilitators USH’s minting process is driven by Facilitators—smart contracts responsible for the controlled minting and burning of USH. At launch, two primary facilitators will handle these tasks, each with distinct functionality: 1. Lending Protocol Facilitator The Lending Protocol Facilitator allows users to mint USH using a variety of supported collateral assets directly into the Hatom Lending Protocol. Unlike traditional lending mechanisms, where interest rates fluctuate based on the utilization rate, the minting of USH has fixed interest rates, thanks to Hatom's unique role as the entity managing the minting process. In a scenario where a user is minting USH through this facilitator using multiple assets as collateral, the protocol automatically prioritizes collateral with the lowest Minting APY. Let’s consider an example where a user deposits: - $1,000 in USDC (with a collateral factor of 80% and a 2% Minting APY) - $1,000 in BTC (with a collateral factor of 75% and a 3% Minting APY) - $1,000 in HTM (with a collateral factor of 70% and a 4% Minting APY) Based on these parameters, the user can mint a maximum of $2,250 worth of USH, distributed as follows: - $800 from $USDC (80% of $1,000) at 2% Minting APY - $750 from $BTC (75% of $1,000) at 3% Minting APY - $700 from $HTM (70% of $1,000) at 4% Minting APY The overall Minting APY will be a weighted average of these individual APYs, calculated based on the proportion of USH minted from each collateral type. Now, if the user decides to borrow only $1,000 worth of USH, the APY is determined as follows: - The first $800 will be borrowed from $USDC at 2% APY - The remaining $200 will be borrowed from $BTC at 3% APY This results in an effective Minting APY of 2.2%, reflecting a weighted average of the APYs across the borrowed amounts. It’s important to note that EGLD and wTAO, along with their liquid staking derivatives such as sEGLD and swTAO, can only be used as collateral in the Isolated Pools (which will be explained in the next section), not in the Lending Protocol 2. Isolated Pools Facilitator The Isolated Pools Facilitator allows users to mint $USH at zero interest using $EGLD, $wTAO, or their liquid staking derivatives ( $sEGLD or $swTAO) as collateral. Here’s how it works: When depositing EGLD or wTAO • These assets are staked through the Hatom Liquid Staking Protocol, generating the staking APY. • The staked assets are then deposited into the Lending Protocol, earning a supply APY, but are not activated as collateral. When depositing sEGLD or swTAO • When users deposit staking derivatives into the Isolated Pools, the protocol holds the staking derivatives, but the user's exposure is immediately shifted to the underlying asset ( $EGLD or $wTAO). This means the user no longer benefits from the staking rewards of the derivative, and instead, their exposure is entirely tied to the value and price movements of the underlying asset. • The staked assets are deposited into the Hatom Lending Protocol, earning the supply APY, but again not being activated as collateral. Since the protocol generates revenue from staking and supplying assets in the Lending Protocol, this income is used to incentivize the USH Staking Module. The protocol buys HTM tokens from the open market and distributes them, along with all fees generated by other facilitators, as rewards to stakers. We believe that the Isolated Pools Facilitator is one of the most important pieces of the USH ecosystem. Its potential impact on the TVL within both the Hatom ecosystem and the broader #MultiversX blockchain is immense and the revenue generated by this facilitator through fees will significantly bolster the overall growth of the protocol. To illustrate the potential of Isolated Pools, let’s use the following example: • $50 million worth of $EGLD is deposited into the Isolated Pools, generating a 6% staking APY • $50 million worth of $wTAO is also deposited, earning a 15% staking APY The total staking rewards generated from these assets would be: • $EGLD staking rewards: $50 million × 6% = $3 million annually • $wTAO staking rewards: $50 million × 15% = $7.5 million annually In total, the protocol generates $10.5 million in staking rewards annually. These rewards are then used to buy back HTM tokens from the open market, driving significant buying pressure on the HTM token itself. The purchased HTM tokens are distributed to USH LP stakers in the USH Staking Module, alongside the revenue generated by the Lending Protocol Facilitator. TVL and Yield Impact As we explore the broader impact of USH and the Isolated Pools, it becomes evident how these mechanisms contribute to the overall growth of the Hatom ecosystem, particularly in terms of TVL and potential yield generation. Based on the above numbers, if $50 million worth of $EGLD and $50 million worth of $wTAO are deposited into the Isolated Pools with a 75% collateral factor, we could mint up to $75 million worth of $USH. However, to prioritize safety, we’ll mint only 50% of the maximum, resulting in $37.5 million worth of $USH. In an ideal scenario, but also very unlikely, the $37.5 million $USH would be deposited in the Staking Module to generate rewards. In order for $USH to be deposited in the Staking Module, it is paired with another token (e.g., $USDC or $EGLD) to form Liquidity Pool (LP) position, contributing $75 million to the USH Staking Module. Additionally, the $100 million deposited in the Isolated Pools cycles through Liquid Staking and into the Lending Protocol, contributing a total of $300 million in TVL. Total TVL Breakdown: • $300 million from assets flowing through Isolated Pools ($100m) → Liquid Staking ($100m) → Lending Protocol ($100m) • $75 million from LP positions in the USH Staking Module Total TVL = $375 million As mentioned above, the $100 million deposited in Isolated Pools generates approximately $10.5 million annually in staking rewards (6% APY from $sEGLD and 15% APY from $swTAO). If all minted $USH is deposited into the Staking Module, the $75 million staked would benefit from these rewards, resulting in a 14% APY for USH LP stakers. On top of the protocol’s rewards, liquidity providers earn additional fees from their LP positions on decentralized exchanges, creating the perfect opportunity for all the participants in the USH Staking Module looking for attractive yields. USH Stability: The Peg Mechanism Ensuring the stability of USH is paramount, and to maintain its value close to $1 under all market conditions, we’ve implemented a robust dual peg mechanism. This system consists of two key layers of protection—Soft Peg and Hard Peg—designed to keep USH stable through both market-driven incentives and other mechanisms for scenarios where the Soft Peg mechanism can’t reclaim the peg. 1. Soft Peg Mechanism The Soft Peg Mechanism helps keep USH stable around its $1 value by encouraging market participants to act when USH trades above or below $1. When USH trades below $1 Users can buy USH at a discount, on a DEX, and repay their USH loans on Hatom, as USH is always valued at $1 on the protocol. This action removes $USH from circulation, helping to restore its price. When USH trades above $1 Users can borrow USH from the protocol at $1 and sell it on the open market at the higher price, increasing the circulating supply of USH and pushing its price back down to $1. 2. Hard Peg Mechanism (Redemption Mode) In cases where the Soft Peg alone cannot restore USH to $1 and its price drops significantly below the peg, the Hard Peg Mechanism is triggered through Redemption Mode. This mechanism allows any market participant to step in and help restore the peg by repaying USH loans for other borrowers, seizing their collateral at the full $1 value. It's important to note that Redemption Mode is only activated in the Isolated Pools and does not impact users minting USH through the Lending Protocol. Here’s how Redemption Mode works: When USH trades below $1 and the Redemption Mode is activated, redeemers can buy USH at the lower market price (e.g., $0.95), and use it to repay borrowers' debts at the full $1 value within the protocol. The redeemer receives collateral in the form of liquid staked tokens(such as $sEGLD or $swTAO) equivalent to the USH they repaid at its full $1 value, profiting from the difference between the discounted purchase price and the redemption value. The borrower being redeemed also benefits by receiving a redemption bonus, which allows them to keep a portion of their collateral after part of it is seized after loan was repaid. This system ensures that borrowers are not penalized during redemption, creating a balanced mechanism where both the redeemer and the borrower have something to gain. Redemption Mode differs from Liquidation in several ways: Redemption is triggered by USH falling below $1 and involves repaying borrower accounts to restore the peg. Both the redeemer and the borrower benefit, with the redeemer profiting from the price difference, and the borrower receiving a bonus from their collateral. Liquidation occurs when a borrower’s collateral falls below a certain threshold, making them risky. During liquidation, a portion of the borrower’s loan is repaid, and the collateral is seized, while also incurring a liquidation penalty. Redemption Mode uses a data structure known as a Red-Black Tree to efficiently monitor and rank all borrower positions within the protocol smart contract itself. This structure dynamically tracks borrowers based on their Borrow Limit Used, which is the percentage of collateral they have utilized relative to their borrowing capacity. The system prioritizes borrowers with the highest Borrow Limit Used, meaning those who have borrowed the most relative to their collateral are considered first for redemption. USH Airdrop Regarding the USH Airdrop, we would like to inform you that snapshots will end once USH is deployed on the Public Mainnet. The airdrop will be concluded shortly after, once all liquidity pools are stable and we determine the optimal moment to distribute the rewards to the community. USH Staking Module & Booster V2 The USH Staking Module will play a critical role in maintaining deep liquidity for USH while offering users high-yield opportunities. By staking USH LP tokens, such as USH/USDC and USH/EGLD, users can earn rewards generated by USH facilitators. This approach strengthens USH’s liquidity pools, making them robust enough to handle significant trades without destabilizing its price, thus reinforcing USH’s peg and overall stability. Beyond creating robust liquidity, the USH Staking Module serves as the key utility module within the USH ecosystem, designed to provide users with an opportunity to earn high yields on their USH holdings in a sustainable and organic way. All rewards distributed through the module are generated by various products across the Hatom ecosystem, ensuring long-term sustainability. For users seeking a more stable yield, the USH/USDC LP provides lower risk and steady returns. Those looking to leverage their EGLD holdings can opt for the USH/EGLD LP, which can be staked in the USH Staking Module. A key advantage of staking in the USH Staking Module is that rewards are based on the full value of the LP, not just the USH portion, maximizing your yield potential. As we continue to grow, we’ll be adding more LPs, providing users with even greater flexibility and options for staking their USH in the module. While our current focus is on LP tokens, we’re also exploring the possibility of allowing direct USH staking in the future, expanding the staking opportunities across the ecosystem. The Integration of Booster V2 with the Staking Module Booster V2 will be available for testing with the USH Devnet release, and with its introduction, we’ve strengthened the relationship between the HTM token and USH. Our ecosystem now features two independent boosters: one for the Lending Protocol and one for the USH Staking Module, each operating with the goal of maximizing yields for users. Key Improvements in Booster V2 Booster V2 brings several enhancements that elevate the functionality and user experience: Support for Multiple Token Types: Users will be able to deposit Pool Tokens, Farm Tokens, Dual Farm Tokens, or Staked HTM Tokens (via xExchange). Only the HTM portion will be considered for boosting. Unlimited Staking: The cap on HTM deposits will be removed, allowing users to stake without limits. This will foster a competitive environment where the more HTM you stake, the higher your potential APY. Integrated xExchange Management: Users will be able to manage their xExchange positions directly from the Booster dashboard. This will include creating pools, farming, dual farming, and staking HTM tokens, all from one convenient dashboard. Energy Management Integration: Booster V2 will allow users to manage their xExchange Energy directly from the dashboard, providing an additional way to boost rewards even further. Seamless Migration: Users will be able to migrate HTM between the Lending Protocol Booster and the USH Staking Module Booster without any cooldown periods, making it easier to optimize strategies across both modules. How the Yields Work Booster V2 will introduce a more structured and competitive approach to yield distribution across both the Lending Protocol and the Staking Module. HTM Booster in the Lending Protocol Base APY (First Batch): This is available to all users who stake a specific percentage of HTM relative to their collateral value. Any user can achieve this Base APY by staking the required amount of HTM. Boosted APY (Second Batch): After achieving the base level, users can boost their returns further by staking additional HTM, competing for the second batch of rewards. The more HTM staked beyond the base threshold, the higher the potential yield. USH Staking Module Yields Staking APY: Users who deposit USH-related LP tokens without boosting through the HTM Booster will still receive a Staking APY. This ensures that even passive participants which are not looking to stake their HTM in the Booster can take advantage of the USH Ecosystem to generate yields. Booster APY: Similar to the system in the Lending Protocol, users can stake HTM to unlock a Base APY. Beyond this threshold, any additional HTM staked will increase their APY in a competitive manner, allowing users to maximize their returns based on the amount of HTM they commit to boosting their positions. Rollout Plan for USH USH will be deployed in a phased rollout to ensure smooth implementation: Public Devnet: Open for testing, with incentives for participants to explore and stress-test the platform. Private Mainnet: A limited launch with partners to mint USH, bootstrap USH liquidity and generate initial protocol revenue. Public Mainnet: A full-scale launch, enabling all users to mint, stake, and trade USH. We know DeFi can be complex, which is why we’re committed to providing the tools and resources needed to navigate our ecosystem. With the USH Public Devnet launch, we’ll release updated documentation offering clear guidance on Hatom’s products. Developer documentation is also in the works, and we’re exploring the idea of a Hatom Academy for educational resources. Plus, we’ll soon roll out content focused on USH, helping users fully tap into its potential within Hatom and the MultiversX ecosystem. What’s Next? Hatom Pulse As Hatom grows, our focus remains on pushing DeFi boundaries while expanding across multiple ecosystems. Although this update doesn’t include a full roadmap—that will come later—our priority is clear: expanding Hatom across chains. To stand out in the competitive DeFi landscape, we’re committed to developing standout products. With that in mind, we’re excited to give you an exclusive preview of one of our most innovative products in development: Hatom Pulse. Over-collateralized non-custodial lending protocols, liquid staking, and over-collateralized stablecoins already exist on #Ethereum. What sets us apart is the synergy between these components within a unified ecosystem. By integrating these pillars, we tackle capital inefficiencies, allowing one protocol to enhance strategies that benefit the others, maximizing returns across the board. For example, when USH is minted, it means that EGLD is deposited, liquid-staked, and supplied in the lending protocol—all three protocols working in harmony. Hatom Pulse will elevate this synergy to another level, solving key issues faced by Aave, Compound Labs , and other leading protocols. We believe this innovation will be pivotal as we work to gain market share while expanding cross-chain. Our proof of concept will be deployed and battle-tested on #MultiversX, but the real growth will come when we scale this to markets that are thousands of times larger. This will be a turning point for Hatom. So, what is Hatom Pulse? On Hatom, like on Aave and other leading lending protocols, the largest assets used as collateral are often not borrowed, leading to substantial revenue loss for the protocol. This also results in very low income on the supply side, as borrowing fees depend on utilization rates, which only increase when borrowing activity rises. Generally, lending protocols are used to provide assets for borrowing stablecoins or for leveraging liquid staking strategies. This inefficiency locks up billions of dollars in dormant assets, and users earn very low supply rates on their collateral, which doesn’t help offset their loan interest. Hatom Pulse is designed to address these inefficiencies by leveraging the synergy between our existing products. It creates sophisticated vaults that activate dormant assets, unlocking advanced yield opportunities through a delta-neutral strategy. By utilizing assets like $EGLD, $sEGLD, $wTAO, and $swTAO, Hatom Pulse enables users to engage in delta-neutral strategies, where we long and short these assets on (CEXs), earning funding rates and staking rewards while keeping their assets intact. (The exact strategy, along with all the details, will be shared once USH is fully established). Initially, these vaults will operate on CEXs, where liquidity is highest, and will be managed through custodians like Copper.co to mitigate counterparty risks. Later, we plan to extend this to DEXs where all operations will be governed by smart contracts, ensuring full decentralization. serves as a strong proof of concept for us in this regard. However, our strategy will differ, as our focus will be on protecting the unit value, rather than the dollar value. Although Hatom Pulse is still in its research phase, early estimates suggest that this product alone could generate over 18% annual returns on $EGLD and more than 35% on $wTAO, with what we believe to be minimal risk. It’s important to note that these figures reflect current metrics based on internal calculations and may slightly differ upon product launch. But imagine reaching this on #Ethereum, while allowing users to borrow using their assets—this could be a disruptive protocol. We believe Hatom Pulse has the potential to become a cornerstone product as we transition into an omni-chain future. In a competitive DeFi landscape, it could give us a significant edge by offering something truly groundbreaking, capable of competing with well-established protocols across various chains. This strategy represents immense untapped potential. Hatom Pulse is being developed for risk-averse users who seek higher returns without excessive risk. By addressing inefficiencies in current DeFi strategies, we aim to offer a secure, robust option for yield generation that could rival established protocols. It's been an intense year for our team, and we sincerely thank the community for their patience, trust, and unwavering support as we've worked hard to build and deliver these groundbreaking products. As Hatom's omni-chain expansion nears, we remain focused on improving our existing products and researching new innovations to stay ahead in this competitive market. Our goal is to build a comprehensive DeFi ecosystem, accessible across all blockchains. With USH approaching its Mainnet release, we're proud of how our products have reshaped the DeFi landscape on MultiversX. By filling key gaps in the on-chain economy, we've created opportunities for users to generate yield, unlock the potential of decentralized finance, and provide strong utility for EGLD. In just over a year, we’ve built a strong ecosystem, but this is only the beginning. We’re ready to go even further, developing better products and unlocking new opportunities for our users. We’ll share more about our expansion plans in a dedicated post, staying focused on what matters most. Rest assured, what’s coming will be truly impressive for Hatom and our growing community!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

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

[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