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lck: suffering through mage bot meta, mid season roster changes, busy schedules t1 kpop idol subplot:

129,202 views • 28 days ago •via X (Twitter)

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Matthew Schaefer is going to be a 40-goal scorer in the NHL. Did I lose you yet? No, of course not — because you know it too. We’re watching an 18-year-old rookie defenseman put up 21 goals through 69 games with the #Isles. Historic territory. But the harsh reality for the rest of the league is that his shot might be the most underrated part of his game. Schaefer’s shot toolkit plays like an elite shooting forward. The deception is next-level. He sells the pass or a low wrister, then manipulates the release point and trajectory mid-motion. Steps off the point, walks the line, changes the angle against the grain on his wrister, and picks corners that goalies are no longer set for. Excellent quick release combined with the ability to shoot through lanes or off bodies. His mid-range game stands out as one of the best among D this year and he’s generating high-quality chances from dangerous areas consistently. It’s hard not to stop and just say to yourself over and over again: He’s only 18. He’s only going to get better. He’s only 18. He’s only going to get better. He’s only 18. This isn’t just power-play fluff or lucky shooting percentage. He hasn’t scored an empty-net goal all season, either. He’s only going to get better. If he gets there, he’d be only the third defenseman in NHL history to ever score 40 goals in a season, joining Bobby Orr and Paul Coffey. As we dream of what could be, the reality is that the Islanders get to ride into their future on the back of a stolen unicorn. And one that’s only going to get.. better.

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86,341 views • 5 months ago

In 2007, Curt Cignetti joined Nick Saban's first staff at Alabama. He served as the WRs coach and recruiting coordinator. During his time with Saban, the Crimson Tide had a 12–0 regular season in 2008 and a 14–0 national championship season in 2009. Alabama won 29 consecutive regular-season games. Cignetti played a role in recruiting and developing key players, like Julio Jones, Heisman Trophy winner Mark Ingram, and linebacker Dont'a Hightower. The 2008 recruiting class featured six future first-round NFL draft selections. Cignetti emphasizes tempo, physicality, and discipline. His practices are designed to be "fast, physical, and relentless" while remaining smart, disciplined, and poised. He frequently frames execution as "one play at a time," with each snap treated independently to build consistency over the course of a game. What he has done at Indiana has been described as a deliberate culture reset—professionalism, accountability, and a "winning mindset"—paired with a higher practice tempo and tighter organization. Cignetti has also said he prefers efficiency over sheer volume in practice, using fewer of the allowable sessions or hours and focusing on pace and organization to simulate game pressure. Analysts often link Cignetti's approach to his tenure on Nick Saban's Alabama staff, particularly regarding evaluation, roster construction, and sustaining culture through clear expectations. Saban said Indiana's rapid turnaround reflected Cignetti's evaluation and culture work amid frequent roster changes, adding that Cignetti "has done a really good job as a head coach." His public tone and on-field identity are unapologetically aggressive, noting his "attack" ethos and unwillingness to "play nice. Earlier national profiles also traced how his methods and messaging traveled from prior stops to Indiana as part of the program's turnaround. Former players and coaches have described Cignetti as an exacting teacher and an intensely focused preparer, sometimes calling him a "cocky nerd" for his combination of blunt candor and studied approach to the job. He is known for marathon film sessions in which he repeatedly rewound plays to critique players' footwork and assignments and for occasionally stepping into drills himself when quarterbacks failed to execute a rep, reinforcing his standards for precision and preparation. He prefers concise, high-tempo practices that typically last about 90 minutes, emphasizing efficiency over volume, and he stresses eliminating "self-imposed limitations" while delivering feedback that players have characterized as direct yet constructive.

Coach Chip

199,576 views • 8 months ago

The #NHLBruins will battle to get back in the W column in a tough tilt vs the #VegasBorn. So, what are some things to 𝐊𝐨𝐧𝐬𝐢𝐝𝐞𝐫: 𝐂𝐢𝐫𝐜𝐥𝐞 𝐛𝐚𝐜𝐤 𝐭𝐨 𝐬𝐭𝐫𝐨𝐧𝐠 1st + 3rd 𝐟𝐫𝐚𝐦𝐞𝐬. VGK has given up the most goals in the first period (5) VGK has dominated third period with 7 goals this season VGK PK is off to a rough start at a 66.7% efficiency. 𝐂𝐥𝐨𝐬𝐞 𝐭𝐡𝐞 𝐃𝐨𝐨𝐫 𝐨𝐧 𝐃𝐨𝐫𝐨𝐟𝐞𝐲𝐞𝐯. - Off to a lethal start and has a hard shot that he won’t think twice about sending off from mid + long range. - 7 of his 13 shots this season have come off the right side and he’s a lefty shooter (this can create tough scoring angles = no fun if he’s not scoring for you) - Leads Vegas with 5 goals through 4 games. - Plus, He has 4 goals in 3 meets vs the Bs. 𝐏𝐫𝐞𝐯𝐞𝐧𝐭 𝐭𝐡𝐞 𝐏𝐢𝐜𝐤 𝐏𝐨𝐜𝐤𝐞𝐭𝐢𝐧𝐠. - Mark Stone has led the league in takeaways time and time again - Now add Mitch Marner to the mix who ranked 3rd in takeaways last season with 55 - This bleeds over into – I repeat – tame the turnovers. This paid in Tampa’s favor on Monday and Vegas will gladly cash in the chips. 𝐁𝐫𝐢𝐧𝐠 𝐭𝐡𝐞 𝐇𝐞𝐚𝐭 𝐢𝐧 𝐇𝐃(high danger). ** Adin Hill injured in first period vs the Calgary Flames. - Akira Schmid through two games has been strong for Vegas with a .929 overall SV% BUT his high danger save percentage dips to a .727 as all three goals allowed have come from the danger zone. - 7 of 42 shots allowed by the Vegas D have come from the low slot - 14 of 42 shots allowed by the Vegas D have come from the right side of the ice. There are several elite skaters on Vegas’s roster. With that said, there were moments against Tampa where that defense appeared stalled out, a little slow to react. (Marner + Eichel can go the distance) 𝐈𝐧 𝐊𝐚𝐬𝐞 𝐲𝐚 𝐦𝐢𝐬𝐬𝐞𝐝 𝐢𝐭: We’ve got two Bs sitting top ten for hardest shot in the NHL today: - Pasta is third in the league at 92.28 -Arvidsson is seventh in the league at 91.75 𝐁s to Watch: Pasta 14 points in 13 meets Geekie 6 goals in 11 meets Arvidsson has 11 points in 16 meets + has been a hound in scoring chances Mittelstadt 7 points in 11 meets, 5 of those 7 points are indeed goals. Happy Gameday 🖤

Kasey Hudson

44,560 views • 10 months ago

My closing thoughts on the 2025 season: College Football is not just a game. There’s something magical about the highs and lows, the hirings and firings, the big plays and the massive let downs, the predictions and the pageantry of it all. #Oklahoma’s first home playoff game embodied all of it. That 1st quarter gave me a glimpse of how much Oklahoma fans are desperate to be back on the main stage. We saw 15 minutes of complete ball — the first time all year. It was beyond electric. The roaring and buzzing of the crowd was one of the most spiritual experiences I’ve ever had in my life at the Palace. I’ll never forget the feeling of that moment. Going to the game with my dad and brother in nearly the same seats that my grandparents sat in for 20+ years — it was perfect. And for that, I’m thankful. I’m thankful for the challenge of the SEC. I’m thankful for BV and Team 131. I’m thankful for what the future holds. Losing a 17 point lead has been a tough pill to swallow, and honestly it almost feels like a curse. Oklahoma Sooners and the Buffalo Bills are feeling synonymous to me right now. Even though, don’t think it will always be that way. I truly feel BV is building something that will win it all and he’ll do it the right way. Regardless of the outcome, Oklahoma fans alway shows up. After all these years and all the heartaches and all the let downs — Oklahoma is loyal and courageous. I’m proud to be from Oklahoma and proud to support the Sooners through it all. My final thoughts on the season: - Make the staff changes that will get us over the hump - Retain as much of this roster as possible - Make a splash in the portal - Let’s make a run in 2026 As always, it’s BOOMER SOONER for me. All the love for Team 131 & Sooner Nation. Here’s to 2026 🫡 #BoomerSooner #HardToKill

OklahomaMuse

27,648 views • 8 months ago

i think haechan is the strongest idol i’ve watched from the start to now. watching his journey and watching him grow, ive heard him tell fans that he doesn’t look at hate comments and doesn’t pay mind to them. i’ve seen him come back after horrible rumours and allegations, come back after thre@ts against him and even his loved ones, invasion of his privacy and the compromise of his personal safety. i’ve waited for him while he was on hiatus for his health, i’ve seen him push through really horribly busy schedules and running back and forth between units. and we watched him push back even his solo because he felt he couldn’t be apart from his team yet. and more recently, we saw members who he grew up with start to leave and for him to adjust to the changes. there were so many times it must’ve been hard. so many times haechan assured us he was okay and he would keep going. if you’ve been a fan of haechan for a long time, i think you’d know that haechan really Really hasn’t been the type to share his feelings much. not to fans and sometimes not even to his members, to the point even members ask haechan to rely on them more. he isn’t vulnerable often and a lot of the time it’s HIM who always brings up the mood and keeps everyone happy when others may be feeling down or sentimental. as much as hearing haechan allow himself to share his feelings brings me a little relief because i’m honoured he trusts us enough to share his thoughts, it hurts knowing how much he does try to bury it inside and tell himself “it’s okay” when actually, it does make him sad too. i knew it a few months back. i meant it when i thought that we have to take care of haechan. we really really have to look after him. he is so precious not only to us, but to the people who work with him past, his family and his members, past and present. he may be our sunshine, but we can’t always depend on him for our happiness if we can’t look after him in return. i really hope in the upcoming years, now that haechan has renewed his contract and wants to stay in both teams and continue doing what he’s figuring out he loves, i hope haefs can be his no. 1 source of security so he knows there will always ALWAYS be people in his corner ☹️🩷

risa ✦¹²⁷

10,436 views • 7 days ago

NAMTAN BEAUTERRY MY HOME #BeauterryMyHomeBecoming #Beauterry #BeauterryXNamtanTipnaree #filmracha 🗣: What kind of work can fans expect to see soon? 🤍: Soon, we’ll have Fancon 🗣: How’s the preparation for that? 🤍: right now we’re discussing the songs with the team behind the scenes, the show concept, and how it will turn out, since there’ll be solo parts, couple parts, and special guests. 🗣: What will each of your solo performances focus on? ❤️‍🩹: For Film, I’m trying my best to represent who I truly am. 🗣: And how about Namtan? Are you comfortable with it? You’ve been through quite a lot, including concerts and things like that. 🤍: Honestly, when it comes to concert, if it’s the talk part, I’m more comfortable with that. But for the performance part, I definitely have to give it to Film. 🤍: So I feel like, when doing couple performances, Film will be there, and we can support each other. But for my solo part, I’m still thinking about whether to go for something fun and upbeat, cool, or sweet. Honestly I haven’t decided yet; I’m still choosing the song. I really want to pick a song that has meaning and tells a story that’s closely connected to who I am. 🗣: A lot of fans are excited about your Fancon, wondering if there will be any special guests who have supported you or someone you look up to. Can you give the fans a little hint? 🤍: We actually can’t say yet because it hasn’t been confirmed who it’ll be. 🤍: However, we do have a list of people we both agree on. Namtan sees that person as more of an idol to both Film and Namtan. Their talent makes us feel like, this is the kind of role model we aspire to be like. 🗣:How many percent done is it now? You’re still in the song selection process, right? 🤍: We just started, literally just started! 🗣:Really? Do you think it’ll be stressful, or are you feeling excited right now? How is it for both of you, especially with such busy schedules? ❤️‍🩹: It’s completely normal to feel this way. 🤍: Of course, there’s pressure because we want to give it our all and do our best. 🤍: Honestly, we hope everyone enjoys the shows we put together. So the pressure actually comes from us. When we rehearse, we think about the different shows we’ve come up with and how challenging each one should be. 🗣: So, how many surprises can we expect at this Fancon? Let’s start with the theme. 🤍: I think everyone is going to be surprised by every single theme 🗣: Will we get to see a totally different side of you guys? Like a complete change? For Film, who usually seems calm and quiet, maybe we’ll see her break into full-on dance moves? Will we get to see various sides of you? ❤️‍🩹: Multiple characters… definitely lots of different characters

ntfr_99

14,130 views • 10 days ago

You can see hundreds of photos of Torres del Paine before you go and still be surprised by how much of the park has nothing to do with the famous towers. There are turquoise lakes, glaciers, waterfalls, open grasslands and lenga forests. Guanacos graze near the road. Condors ride the wind above the mountains. Depending on the hour, the Paine Massif can fill the horizon or disappear almost completely behind clouds. The three granite towers are the image everyone knows, but they’re only one part of the place. Torres del Paine National Park sits in southern Chile, where the Andes meet the Patagonian steppe. The park covers more than 227,000 hectares and has been part of a UNESCO Biosphere Reserve since 1978. Glaciers carved much of what you see today, and ice still runs through the story of the landscape. People were moving through this part of Patagonia long before hikers started arriving with trekking poles and backpacks. The Aónikenk, often called Tehuelche, traveled through the region for thousands of years. Ranching came much later, and large estancias eventually spread across land that now belongs to the park. Sheep, horses and ranch workers were here before refugios and marked trails. The national park was created in 1959 and expanded in the decades that followed. You can still see bits of the ranching past in old buildings, fences and horses along the road. Most trips begin in Puerto Natales. I’d stay there the night before heading into the park rather than treating it as somewhere to sleep between a flight and a bus. The town sits on the water with mountains in the distance, and it’s a good place to have dinner, buy anything you forgot and check your gear one last time. Patagonian lamb shows up on plenty of menus, along with seafood from southern Chile. The drive north is where the trip really starts. Buildings become less frequent. The road cuts through broad stretches of grassland. Guanacos begin appearing in the fields, sometimes close enough to the road that traffic slows down for them. Then, eventually, the mountains show up in the distance. That first view is worth paying attention to. Wildlife is easier to see here than I expected. Guanacos are common. Rheas move through the open country. Foxes live in the park, and condors can sometimes be spotted circling high above the valleys. Pumas are here too, though seeing one usually takes luck, patience or a guide who knows where to look. A lot of people come specifically for the W Trek. The route connects several of the park’s best-known areas, including Base Torres, French Valley and Grey Glacier, and most hikers take about four or five days to complete it. If you like multi-day hiking, it’s an obvious way to see a large part of the park without spending your days getting in and out of a vehicle. The Base Torres hike can also be done on its own. It’s a long day. The trail climbs through the Ascencio Valley, passes through forest and ends with a steep section over rocks before you reach the glacial lake beneath the towers. On a clear day, the view at the top is exactly the one that probably made you want to come here. Of course, Patagonia may have other plans. You can leave under blue skies and arrive with the towers hidden behind cloud. An hour later they might be visible again. Weather changes quickly enough that there’s not much point obsessing over a forecast days in advance. Layers matter. So does a waterproof jacket. The wind is harder to appreciate until you experience it. Patagonia is famous for it, but “windy” doesn’t really describe those moments when a gust hits hard enough to make you adjust your footing on the trail. You’ll also notice trees that have spent their lives growing in one direction. The good news is that you don’t need to hike the W, or even spend every day on a long trail, to see Torres del Paine well. A lot of the park is accessible by road and shorter walks. Salto Grande is an easy stop. Water rushes through a narrow channel between Lake Nordenskjöld and Lake Pehoé, and from there you can continue toward viewpoints of the Cuernos del Paine. The Cuernos look very different from the towers. Their dark upper sections sit above lighter granite walls, and from some angles they’re the mountains I’d rather photograph. Lake Pehoé is close by and deserves time of its own. On the right day, the water turns an almost unreasonable shade of blue-green. The mountains rise behind it, and there are places along the road where you’ll probably pull over even though you hadn’t planned to stop. Grey Glacier is on the western side of the park. It flows down from the Southern Patagonian Ice Field into Grey Lake. Once you see it, the broad valleys and glacial lakes you’ve been passing start to make more sense. Ice shaped much of this place, and here you can still watch part of that story unfolding. There are hiking routes toward viewpoints of the glacier, and boat trips cross Grey Lake for a closer look. Depending on conditions, pieces of ice float in the water between the boat and the glacier. That part of the park feels different from the open country farther east. This is something I’d pay attention to throughout the trip. Torres del Paine changes surprisingly quickly as you move around it. The eastern side opens into Patagonian steppe. Forest becomes more common near the mountains. One lake can be deep blue, another turquoise, another gray beneath the clouds. Rivers run through valleys that seem almost empty. An hour in the car can take you through several versions of Patagonia. That’s why three full days would be my minimum even if you aren’t doing the W Trek. Four is better if the schedule allows. You could spend a day on the Base Torres hike, another around Grey Lake and the western side of the park, and another around Lake Pehoé, Salto Grande and shorter walks. The extra time gives you room to change plans when the weather turns. Where you stay makes a noticeable difference. Puerto Natales has more restaurants, hotels and services, and staying there can keep costs down. The downside is spending more time each day getting to and from the park. Staying inside or near Torres del Paine costs more, but you wake up much closer to the trails and viewpoints. If I could split the trip, I’d spend the first or last night in Puerto Natales and the rest closer to the park. Anyone hiking overnight should sort out refugios or campsites well in advance during the busy season. It’s also worth checking current trail conditions and park rules shortly before arriving, because Patagonia has a way of making plans made six months earlier feel provisional. For most first-time visitors, the warmer months are the easiest time to come. Late spring through early fall in the Southern Hemisphere brings longer daylight and better odds for hiking, although it also brings more people. “Summer” is still a relative term down here. Pack the rain jacket. By the end of a few days, the famous towers may not even be the thing you remember most clearly. It might be a line of guanacos moving across a hillside. The sound of the wind against the car. A glacier appearing across a lake. An empty stretch of road with the Paine Massif slowly getting larger in front of you. Those moments are harder to plan, which is probably why they stick. Come for Base Torres if that’s what first caught your attention. See Grey Glacier. Stop at Lake Pehoé. Hike as much as your legs and the weather allow. But don’t spend the whole trip racing from one famous view to the next. Some of my favorite stretches would probably be the drives between them: old ranch country, open steppe, guanacos scattered across the hills and mountains that keep appearing and disappearing as the clouds move through. You’ll take plenty of pictures in Torres del Paine. Every once in a while, leave the camera in the bag. If you like traveling this way....understanding the history, landscape and people that shaped a place....that’s what I write about in the Timeless Traveler. Travel with a little more soul.

The Timeless Traveler 🇺🇸

20,333 views • 15 days ago

I Cracked Polymarket Using Claude Opus 4.6: The 96,000 Dollar Script For 5 Minute High Leverage Windows most traders are currently sitting at their desks fighting a losing battle against a digital wall because they do not realize the house always wins against human emotion. while the crowd is busy chasing the next meme coin or getting washed out in a single wick an automated agent just pulled nearly a hundred thousand dollars out of thin air using nothing but raw logic. i have seen people blow their life savings in these five minute windows because they treated a high leverage prediction market like a playground instead of a laboratory i am moon dev and i believe that code is the great equalizer because through losing money with liquidations and over trading i knew i had to automate my trading. in the past i spent hundreds of thousands on devs for apps thinking i would not be able to code myself which was a massive waste of my time and resources. with bots you must iterate to success so i decided to learn live on youtube and now we are here with fully automated systems trading for me instead of getting liquidated by the market the five minute markets on polymarket are essentially a high speed game of musical chairs where the person left standing is usually the one with the fastest script. leverage makes these markets extremely dangerous because it amplifies every mistake you make until your account is completely empty. the only way to survive this environment is to stop trading based on a gut feeling and start trading based on a stress tested mathematical edge the real breakthrough happened when i started using claude opus four point six to write the execution code for these specific five minute windows. having an ai agent that can analyze microstructure data means you can find trends that are completely invisible to the naked eye. it is essentially like having a team of twenty engineers working for you around the clock without the communication lag or the massive overhead costs some of our back tests show a sixty four percent win rate which sounds like a dream to anyone who has ever spent a night staring at a red screen. however the return on these tests varies wildly based on a few specific changes to the strategy parameters and histogram filters. i found that a return of forty one thousand dollars can jump to nearly double that just by adjusting how the bot handles the macd histogram threshold the trap that most people fall into is thinking that a good back test is a license to print money immediately without any further validation. this is a dangerous lie that leads to huge losses because the market in the past is not a perfect mirror of what is going to happen today. that is why i never launch a bot with full size until it has survived the incubation phase where it trades with ten dollars at a time incubation is the ultimate reality check for any trading strategy regardless of how good the numbers look on a computer screen. it is nerve wracking to watch a bot enter its first real trade even if the size is small because that is the moment theory meets reality. most of the bots that pass a back test will fail during the first forty eight hours of incubation and that is exactly why this step is non negotiable the data i use to build these systems covers over two hundred weeks of historical one minute candles to ensure the results are robust and not just luck. we are currently moving toward a machine learning approach where the system can adapt to changing market conditions without me having to intervene. this means the bot will eventually be able to recognize when a high leverage window is too risky and simply wait for a better entry the strategy itself relies heavily on macd variations which is a well known indicator but it is used here with a very specific and proprietary twist. by filtering for trades that hit a specific threshold we can ignore the random price noise that usually liquidates manual traders. we look for an edge of at least six percent which is enough to cover all platform fees and still leave a significant profit on the table i used to think that being a successful trader meant being a genius who could predict the future with a magical crystal ball. the truth is far more boring because success is just about researching an idea and testing it until the data proves it works in the past. then you just let the bot do the work while you go live your life instead of being a slave to the candle sticks and charts this world is changing fast and the people who learn to leverage ai to automate their thinking are going to be the ones who win the next decade. i am not asking you to trust a back test or a screenshot from a website because i want you to trust the process of testing it yourself. code allows you to take your life back from the screens and finally stop the cycle of over trading and emotional liquidations the difference between the traders who make it and the people who blow up is simply the willingness to iterate on their ideas daily. you might fail on your first ten bots but the eleventh one might be the script that changes your entire financial trajectory forever. it is about staying in the game long enough for the math to finally work in your favor and removing the human heart from the execution every day i am back testing and researching new ideas to see if they can survive the stress of real market data. i launch these live bots and let them run for seventy two hours to see if they can handle the pressure of the current market trend. while everyone else is coping and complaining about market volatility we are just adjusting our parameters and letting the ai find the next profitable window vibe coding with claude opus four point six has changed the speed at which i can deploy a new strategy from weeks down to just a few minutes. you can give the ai a general strategy idea and it builds the entire trading infrastructure for you while you focus on the logic. this speed is the ultimate advantage in a market that moves as fast as a five minute prediction window on the blockchain the future of trading is not found in a chat room or a paid signal group but in the code you write and the data you process. i believe that everyone has the ability to become an automated trader if they are willing to put in the work to learn the scripts. it is the only way to escape the trap of the nine to five and the anxiety of manual hand trading in a manipulated market i want you to understand that the ninety six thousand dollar returns i see are the result of hundreds of failed tests that never saw the light of day. you have to be willing to look at a failing bot and kill it without emotion so you can move on to the next research project. that is the quantitative mindset that separates the winners from the people who are just gambling with their savings if you are ready to stop being the liquidity for the big players then it is time to start building your own automated army of bots. for the cost of a few cups of coffee you can get access to the road map and the scripts that are driving these results. i am here every day showing you the process because i want to see more people use code to find their financial freedom and beat the house at its own game

Moon Dev

10,921 views • 5 months ago