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Jaydon Blue is a Natural hands-catcher excelling at Texas from check downs to wheel routes & RZ work 👀 💥42 Receptions 💥368 Yards 💥6 Touchdowns He’s not a 3 down workhorse but mix receiving skills 🤝 athleticism/speed🚀 Where did you draft him?

28,076 views • 1 year ago •via X (Twitter)

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

Jenn Whitney

53,269 views • 7 days ago

OF Nick Dumesnil (California Baptist Baseball) is one of the higher upside college bats in this year's Draft. Showed flashes across a limited sample as a Freshman, but exploded last year to the tune of a .362/.440/.702 slash line with 40 XBH (19 HRs) and 45 RBIs across 61 games. Proceeded to have an excellent summer on the Cape in which he hit .311/.378/.489 with a league-leading 12 2B, 4 HR, 15 RBIs and a league-leading 26 SB in 36 games. Strong, athletic frame at 6'2" and 205-pounds. Big league body. Slightly wide base in the box with a somewhat high handset (lowered his hands as the summer went on, was ultra-high at school with his bat pointed almost straight down behind his back shoulder. Drew Burress-ish look). Ultra-small stride that is more of a toe tap than anything else. Hands already start pretty far back, though they drift slightly in his load. Engaged lower-half, especially his back side. Easy plus bat speed. Dumesnil showed the ability to drive the baseball to all fields both at school and on the Cape. Would give his power a 55 overall, but it's a 6 to the pull side. Top spun a 2-run HR (EV of 106) off the scoreboard in the ASG. Very curious to monitor how his hit tool progresses this spring. There's a present feel for the barrel and his bat-to-ball skills are plus (ovr. IZ contact rate of 90%, including 93% and 91% against FB and SL, respectively). Will certainly need to shore up his pitch recognition skills and swing decisions in order to maximize his offensive upside. Some chase up/out against FB, down/out against secondaries. Key will be doing a better job of picking up spin out of the hand. Plus runner—who most importantly knows HOW to run—whose speed translates on both sides of the baseball. Chaos-causer on the bases, Dumesnil's speed also gives him the opportunity to take an extra base on a ball in the gap or down the line. I thought his instincts in CF got better as the summer went on. Dumesnil's speed and elite athleticism allow him to cover plenty of ground and his arm is average, I'm sure he'll get the opportunity to prove he can stick there in pro ball. Chance he could move off and end up at a corner eventually. Key for Dumesnil is adding polish to his hit tool. There is 5-tool upside (key word) with him and he can impact the game in a number of ways. Potential first round pick this July. (📽️: California Baptist Baseball)

Peter Flaherty III

21,730 views • 1 year ago

RHP Cole Leaman (Lehigh Baseball) is an arm I'm really looking forward to following this spring. Fresh off a strong Sophomore season in which he worked a 2.31 ERA with 49 Ks to 23 BB across 46.2 IP. Showed some positive flashes on the Cape. While slightly undersized, Leaman has a strong and athletic build at 6' and 190-lbs. Has put on a lot of good weight over the last couple of years. Leaman has almost a "check point" delivery in which he takes a noticeable side step towards the 1B side, gathers himself and breaks into the rest of his motion. Lengthy arm stroke and attacks from a high-3/4 slot from a low release height. Leaman is a high-level athlete and a dynamic mover on the mound. Sits really well on his back glute and his lead leg block enables him to generate power and drive his back side through. Drop and drive delivery. Little bit of effort, but plenty of arm speed. Leaman's FB sits in the 91-94 range, but it was up to 96 this summer and 98 this fall. Jumps out of his hand from a ~5'3" release height and flashes riding life through the zone. Averaged 15" of carry this summer and 2,361 RPMs. Gets over the barrels of opposing hitters when located in the top-1/2 of the zone, which is where the pitch is at its best. Command can be erratic at times. Would give it a 55. Leaman's most-used off speed pitch is a high-70s-to-low-80s CB. Shape is inconsistent and it can get a little slurvy at times, but he snapped off a handful of really good ones between the spring and summer. When it's at its best, it will flash a bigger shape with sharp, downward tilt. Leaman will also mix in a low-to-mid-80s SL that's distinct in shape. Another pitch he's still gaining a feel for, but like his CB it's also shown big time flashes. Shape of it will vary, but it will sometimes flash plus with sharp, two-plane break (more sweep than depth) and essentially take a late, hard left turn. Rounds out his arsenal with a high-80s cutter and a mid-to-high-80s CH. The former is more intriguing than the latter. Curious to see how much he uses the cutter this spring, threw a couple this summer that had late glove-side life. Leaman has a very intriguing blend of athleticism and stuff, though he'll need to iron out his command and control in order to maximize his upside. As mentioned, it's a bit scattered right now and has hindered him in some starts. 5th-8th round type this July. (📽️: Falmouth Commodores)

Peter Flaherty III

26,714 views • 1 year ago

"Elon Musk is not an engineer." John Carmack: Elon is definitely an engineer. He is deeply involved with technical decisions at SpaceX and Tesla. He doesn’t write code or do CAD today, but he is perfectly capable of doing so. Robert Zubrin: When I met Elon it was apparent to me that although he had a scientific mind and he understood scientific principles, he did not know anything about rockets. Nothing. That was in 2001, by 2007 he knew everything about rockets – he really knew everything, in detail. You have to put some serious study in to know as much about rockets as he knows now. This doesn't come just from hanging out with people. Eric Berger: Elon is the chief engineer in name and reality. Josh Boehm: Elon is both the Chief Executive Officer and Chief Technology Officer of SpaceX, so of course he does more than just some very technical work. He is integrally involved in the actual design and engineering of the rocket, and at least touches every other aspect of the business. Elon is an engineer at heart, and that’s where and how he works best. Garrett Reisman: He’s obviously skilled at all different functions, but certainly what really drives him and where his passion really is, is his role as Chief Engineer. That’s the part of the job that really plays to his strengths. Tom Mueller: Elon and the Propulsion department are leading development of the SpaceX engines, particularly Raptor. Kevin Watson: Elon is brilliant. He’s involved in just about everything. He understands everything. If he asks you a question, you learn very quickly not to go give him a gut reaction. He wants answers that get down to the fundamental laws of physics. One thing he understands really well is the physics of the rockets. He understands that like nobody else. The stuff I have seen him do in his head is crazy. He can get in discussions about flying a satellite and whether we can make the right orbit and deliver Dragon at the same time and solve all these equations in real time. It’s amazing to watch the amount of knowledge he has accumulated over the years.

Yatharth Mann

612,365 views • 11 months ago

While he won't toe the rubber this spring for the Hoosiers, RHP Luke Sinnard (Indiana Baseball) is an arm to be familiar with come July. Began his college career at Western Kentucky, but blossomed last year as a Sophomore at Indiana and pitched his way to a 4.27 ERA with 114 Ks (led the Big Ten) to just 25 BB across 86.1 IP. Earned a Second Team All-Big Ten selection. Towering, workhorse frame at 6'8" and 230-lbs. Sinnard attacks from an ultra high-three quarter slot and possesses an outlier release height north of 7-feet. Somewhat of a deep pull here, but his arm slot is a little reminiscent of former College of Charleston RHP William Privette, though not as sling-shotty or true OTT. His FB sits in the 91-94 range (T96) but it plays up thanks to the carry Sinnard is able to get on it through the zone. Last year, it averaged over 2,500 RPMs and over 19" of IVB. Sinnard's low-80s CB is a true bat-misser. Flashes immense depth and almost true 12-to-6 shape with some teeth. He has good feel for the pitch and it is effective against both right and lefthanded hitters. Held opponents to a .118 average and generated a 46% miss rate last spring. Also features an effective high-80s Cut/SL hybrid. Boasts late lateral life with a touch of depth. Gets under the hands of LHH. Another pitch that Sinnard has plus control of. Lastly, Sinnard throws a low-80s Split/CH. Feel for it is inconsistent, but it gets good separation off the FB and at times flashed tumbling life. It's an okay 4th offering. Sinnard has pro-level starter written all over him and even though you won't see him this season, he profiles as a potential 4th-7th round pick in this year's Draft. (📽️: Indiana Baseball)

Peter Flaherty III

36,630 views • 2 years ago

One player I've really grown to like over the last several months is OF Kane Kepley (Carolina Baseball). Started right away at Liberty where he hit .310/.457/.432 with 13 XBH, but had a breakout summer in the Coastal Plain League to the tune of a .339/.468/.546 slash line with 8 2B, 5 HR, 26 SB and 29 BB to 11 Ks. Carried that momentum over into last season and hit .330/.482/.521 with 12 2B, 9 HR, 25 SB and an impressive 53 BB to just 27 Ks. Kepley then proceeded to have a productive summer on the Cape in which he was named an All-Star. Compact build at 5'8" and 165-pounds with sneaky strength packed into his frame. Crouched stance in the box with a medium-high handset and slightly open front side. Kepley has a minimal load and utilizes a toe tap that leads into a normal stride. With two strikes, Kepley will widen his stance and sit deeper in his base, choke up a bit, and shorten his stride in order to maximize his chances of moving the baseball. Quick hands with present bat speed. Will drop his back side to help create leverage. Overall, it's a compact operation in which he takes an efficient path to contact. Kepley's bat-to-ball skills and hand-eye coordination are outstanding. Last spring at Liberty, he boasted a 90% overall contact rate and a 93% overall IZ contact rate. It was a similar story this summer, as he ran an 89% overall contact rate and a 94% overall IZ contact rate. Kepley's pitch recognition skills and approach are both highly advanced and he rarely expands the strike zone. On the Cape, his overall chase rate was a minuscule 13%. Kepley has high-level barrel skills, a trait that is on display day in and day out. His bat control and adjustability are also advanced. Kepley is capable of using the entire field, but his highest quality of contact does come to the pull side. Hit tool is comfortably a 55, but it's closer to a 60. Kepley without a doubt is a hit-over-power profile, but there is a little bit of thump to the pull side. Has shown the ability to turn on pitches on the inner-half and drive them to the PS. For a player with this kind of profile, he posted respectable Max EVs of 106.1 and 101 during the spring and summer, respectively. Below-average power, but he'll run into a ball on occasion and hit 10+ HRs this spring. Not only is Kepley a plus runner, he most importantly knows HOW to run and get the most out of his legs. Quick first step and really advanced baseball sense both translate to the base paths where he's a chaos causer and speeds up the game for opposing teams. Kepley's speed also allows him to take an extra base on a ball in the gap or down the line. Across 179 games between college and summer ball, Kepley is 89-for-97 on stolen base attempts. Kepley this spring will rove CF for North Carolina. His speed and instincts plays at the position and he has gap-to-gap range with solid closing speed. Gets good reads off the bat. Kepley's arm is fringy, but his overall defensive skillset will give him the opportunity to prove he can stick at the position professionally. Versatile enough to play all 3 OF spots. Kepley is an old-fashioned baseball rat who plays at one speed. Selfless, high-energy player who can affect the game in a myriad of ways. A little reminiscent of Tommy Hawke. Top-5 round type this July.

Peter Flaherty III

34,227 views • 1 year ago

I was planning to return him to the shelter on Monday. It’s hard to admit, but I had reached my limit. His name is Sarge, a 110-pound Pyrenees mix, and for three weeks he had been exhausting to handle. He didn’t destroy things or bark nonstop. He escaped. A six-foot fence didn’t stop him — he dug underneath. A locked gate didn’t matter — he figured out how to open it. Every day while I was at work, he would get out. Animal control kept finding him miles away, worn out, covered in dirt, sometimes limping. I couldn’t keep dealing with the fines or the constant stress. “He doesn’t want to be here,” I told my sister. “He just keeps running.” Saturday changed everything. I was home that morning when, around 10, he started pacing. Whining. Scratching at the door. This time, I let him out — but I followed him. I needed to know where he kept going. He didn’t head toward a park. He didn’t chase anything. He lowered his nose and moved forward with quiet determination, like he had a destination in mind. We walked a long way. Across a highway. Through thick brush that tore at my clothes. Eventually, he stopped at a cemetery. He slipped through a broken section of the fence, and I climbed over after him. I found him in the far corner — the part no one visits anymore. He was lying flat in front of a small, weathered headstone. Completely still. No panting. No restlessness. Just… there. I stepped closer and read the name. It belonged to an elderly man. That’s when it clicked. Why the shelter struggled to place him. Why he kept escaping. He wasn’t running away from me. He was going back to someone. For years, Sarge had been making that same journey. Rain, heat, cold — it didn’t matter. He had somewhere he needed to be. I sat down beside him in the dirt and rested my hand on his tangled fur. He let out a long, quiet sigh and leaned his heavy head against my leg. I’m not taking him back on Monday. Instead, I bought a strong harness and a long lead. If he needs to visit his person, he won’t have to do it alone anymore. We’ll go together. Every Saturday. He’s not trying to escape. He’s just that loyal. If you want to see Sarge now — how he’s doing, how he still makes those quiet Saturday visits — comment “Sarge” and I’ll show you his update.

Crazy Moments

25,587 views • 20 days ago

INF Gavin Kilen (Tennessee Baseball) will be a key piece within a loaded Tennessee lineup this season. Earned the starting 2B job as a Freshman and contributed, but broke out last spring to the tune of a .330/.361/.591 slash line with 23 2B, 3 3B, 9 HR and 41 RBIs. Kilen is slightly undersized and has an average build at 5'11 and 180-lbs. Some room to fill out and add ~10 pounds or so. Relaxed, slightly crouched stance in the box with a medium high handset. Minimal load in which his hands drift slightly, leg lift leads into a small stride. Short, compact swing and takes a direct path to contact. Above-average hand speed, it's an operation that's tailored towards spraying line drives all over the yard. Kilen is a hit-over-power profile with an aggressive approach in the box. He has plus bat-to-ball skills and his feel for the barrel is evident. Last spring, Kilen worked a 93% IZ contact rate, including 95% against FB. His aggressive approach and somewhat free-swinger mentality does lead to some chase up against FB and secondaries down, but it hasn't been a hindrance to his production. Kilen pounces on pitches in the zone and steps in the box ready to hit. Would give his hit tool a 55. It's more gap power than it is over the fence power for Kilen, but he did tap into some more impact last season. Part of that is due to getting the ball up in the air more: between '23 and '24 he increased his FB+LD% from 44% to 51%. It will always play as slightly below average (fringy), but he did post a Max EV of 108.5 during the spring and 101.4 this summer. Kilen's HR impact and highest quality of contact comes to the pull side. Vast majority of his XBH power comes on pitches in the bottom-half of the zone, which makes sense given his bat path. Has shown the ability to work from gap-to-gap. Kilen was Louisville's every day SS last spring, but he'll slide over to 2B this season for Tennessee. I actually think that's where he profiles best defensively as a professional, where he has an average arm with some range. After seeing him at SS for a couple of summers, his actions and clock translate better at 2B. Kilen is a day 1 type this July with top-55 overall upside.

Peter Flaherty III

37,799 views • 1 year ago

Brysen Wright, RareBreeds 12U 6'2 180, Wide Receiver St. Augustine, Florida The best player on the field was obvious for Sunday's main event of the Youth National Championship presented by Battle Sports. Wide receiver Bryson Wright is the prototype as a pass catcher. Massive frame that is already Power Five ready despite still in middle school. He is filled out and with six-plus years of development before he can even enter a college weight training program, he passes the eye test better than most top wide receiver prospects in the 2024 class right now. An addition to the already star studded RareBreeds perennial Yfbplayoff winning squad, Wright has brought a 'Florida swagger' to a team that dominated 40-14. "The coaching." said Wright on what has elevated him to the top of his age group. "I've been working with the right coaching, learning how to not be selfish and always just do the best I can. Normally tall, bigger guys can't play the way I play. I'm athletic for my size and that's really the biggest part of my game that makes me different." Intangible-wise he checks every single box the same as his size. Wright was able to run multiple routes and did not simply rely on being the biggest skill position player on the field. He is a natural catcher of the football and showed it on a highlight-worthy one-handed grab in the left corner of the endzone early in the contest. On an in-breaking 10-yard route, Wright took a reception for 40-plus for a score proving he can mix in some explosiveness and speed to being a massive target. Ohio State, Florida State, North Carolina and Georgia are schools he hopes to hear from once he gets to the high school level, but he may not have to wait too long. College coaches are already taking notice of the advanced offensive weapon and he could end up one of the few middle school prospects to earn Power Five offers before even deciding where he plays high school ball.

Battle Sports

37,493 views • 3 years ago

My entire Polymarket strategy right now is Ctrl+C on a wallet making $20K a month and Ctrl+V on my account. Yeah. I know how that sounds. 6 months ago I would have closed the chat on anyone who said this. Probably blocked them too. But here is where I am: last month, +$2,700. Trading decisions I made: 0. For context, my best month of manual trading was $580. And that took 3-4 hours a day. Let me back up. For 6 months I was a "real trader." Charts on 2 monitors. 3 Discord alpha groups. NOAA weather data at 2 AM because someone said temperature markets were free money. Spreadsheets tracking 40 wallets. Every thread read. An opinion on every market. Average month: somewhere between $400 and "I would rather not say." I was very busy. Just not very profitable. Then something clicked. Not an insight about markets. An insight about me. The wallets I was tracking, the ones pulling $15K-$30K a month, had data pipelines, sub-second execution, and models I could not replicate in a year of trying. I was not competing with other retail traders. I was competing with infrastructure. You do not outrun a car. You get in the car. So I stopped. Stopped picking markets. Stopped reading forecasts. Stopped setting 3 AM alarms for data drops. Found 3 wallets with 90+ day track records and consistent returns. Not the flashy ones posting $3M screenshots on Twitter. The boring ones pulling 4-6% weekly on liquid markets. Connected automatic copying. 1 evening. Maybe 15 minutes of actual setup. That was 5 weeks ago. 1st week I checked the dashboard every 2 hours. Old habits. 2nd week, once a day. Now I check maybe every 5 or 6 days. Trades execute on their own. I do not choose markets. I do not analyze odds. I do not decide position sizes. 5 weeks in: +$3,100 total. Same capital that would have made me $300-400 doing it manually. Same money. Different operator. Or rather, no operator. I did not make a single trading decision. That was the whole point. The logic is short: top wallets have speed, data, and execution you and I will never have. You can not beat them. But you can stand next to them and do exactly what they do, at roughly the same time, in the same markets. The tool I use: PMX 1 evening. 15 minutes. 0 decisions since: 6 months of charts taught me less than 1 evening of copying. Turns out the smartest move in trading is not trading at all.

Blaze

48,476 views • 5 months ago

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

Alok

63,557 views • 1 month ago

🧵 Analysis: Why Jonathan Anderson’s reaction to Jimin at Dior Fashion Week 2025 is so fascinating 👑✨ 1/ Jonathan Anderson is famously introverted and reserved. He usually maintains composure in public, letting his work speak for him rather than showing spontaneous emotion. 2/ At Dior S/S 2026, while Jonathan taking photos with his ambassador Jimin, Jonathan did something subtle but notable: he suddenly grabbed Jimin’s hands 😳💛 — a rare, unguarded gesture for someone with his personality. 3/ Why is this notable? According to research on human social bonding (Mayo Clinic 🧠), even introverts can show microgestures of connection when they experience strong admiration or emotional resonance. This can include touch, eye contact, or instinctive gestures. 4/ In this moment, Jonathan’s gesture wasn’t planned — it was a pure, human response to Jimin’s presence, showing that charisma and warmth can influence even the most reserved personalities. 5/ For fans, this is a perfect example of Jimin energy: he doesn’t just captivate the crowd, he can inspire rare, genuine reactions from the people around him 🥹🍑 6/ In short: Jonathan Anderson grabbing Jimin’s hands isn’t just cute — it’s a psychological peek into how human admiration works, amplified by Jimin’s presence 👑✨ Use these tags now Tags 🏷️ ⬇️ WELCOME HOME JIMIN DIOR GLOBAL AMBASSADOR JIMIN #JiminxDior #DiorSS26 #PFW #Jimin #ParkJimin #지민 #Dior Extra point: I feel like I’m a mix between Jonathan and Jimin. I can be outgoing, charming, and talkative like Jimin, but I’m still introverted because social interactions can drain me over time, and I need my alone time to recharge (lije Jonathan). So Introversion is really about energy management, not social ability.

‎jmsh ۫ ꣑ৎ

215,342 views • 9 months ago

And this? This is the very first piece of artificial limestone, YES, CaCO3, YES, hard as f and YES, waterproof, what I made from… Wood ash ONLY!!! 100% caveman tech! Now look at the color of this thing. How would you describe it? May I say it has the color of the pyramids? Hell yeah! Why? BTW: this is just the binder. Add original, natural limestone and fossils and you’ll en up with “natural” limestone. (With a bit of potassium residue.) Any questions? The secret recipe maybe? Anyone interested? Here you go: 1. Burn 🔥 everything around you and collect the wood ash 2. Burn natural limestone (calcination) to produce quick lime Steps 1. and 2. can be combined into one step. 3. Make wood ash lye the traditional way, by dripping drip 💧 water on wood ash and collecting the water that went through the ash. Any vessel will do but an oak barrel is the traditional way doing it. I used a plastic bucket with holes at the bottom. The wood ash lye is mostly KOH and K2CO3. What we need is CaCO3. We need to change the letter K to letters Ca. We’ll do it by adding the letters Ca to the liquid. 4. Add quick lime (CaO) or hydrated lime, slaked lime (Ca(OH)2) to the lye until it stops bubbling in vinegar. (We badly miss a decent video at this point, Marcell!!!) 5. Add (or don’t add) fossils = natural limestone rubble to the mix, stir well 6. Get rid of of the excess liquid through a nub Now any expert can tell you that this will never make a stone because of two reasons: 1. Billions of years and 2. High pressure are needed Well, no. The first point is just total nonsense, and although the second has something in it, it is false. Virtually ANY pressure will make it, including my current technique of squeezing it in a kitchen cloth. I’m not kidding. No pressure- no stone, that is correct. But only a minimal level of pressure, using my bare hands is enough to push the freshly made CaCO3 molecules close enough for crystallization (calcit) to begin. And here we are.

Marcell Fóti 🪨

59,106 views • 2 months ago

And just like that, the final pretence collapses. In Oldham, the line hasn’t merely been crossed, it’s been trampled into the dirt and laughed at. The Labour machine that once hid behind respectable faces no longer even bothers. The people they defended, protected, and quietly enabled are now stepping forward themselves - as candidates. This is what institutional decay looks like when it stops caring who sees it. A getaway driver for a cop killer seeking public office. Heroin dealers rebranded as “community ambassadors” and convicted torturers stand alongside children’s safeguarding leads. Meanwhile, Labour politicians are not whispering support but openly, shamelessly endorsing them. This is not a scandal. It is not a mistake. It is not ignorance. It is complicity. It tells every victim that justice is negotiable. It tells every criminal that power is attainable. And it tells every decent resident that the system no longer belongs to them. This is how democracies rot. Not with tanks in the streets, but with criminals in council chambers and cowards applauding from the sidelines. Welcome to Oldham. Where the mask is off. Where the moral floor has collapsed. And where the question is no longer “How did this happen?” but “Who still has the courage to stop it?” ———— I’m Raja Miah. For seven years, I led a small team that exposed how politicians protected the rape gangs. Before that, I spent over a decade trying to stop violent extremists exploiting abandoned communities. My work is free because the truth must circulate. But truth without numbers is easy to crush. The government does not fear facts. It fears scale. Starmer and the Labour Party fear thousands reading, sharing, and backing the same work because numbers mean witnesses, pressure, and consequences. That’s why this matters: 🔴 Subscribe to the newsletter. It’s free. Every subscriber is a number they can’t erase. Every reader widens the circle they can’t control. If you can afford it, please support for 75p a week (£3/month or £30/year). 👉 Subscribe or support here: Not for perks. Not for access. But because numbers with backing become power. A few supporters can be ignored. Thousands cannot. This is how this campaign survive. This is how we see this through. This is how voices like ours stops being managed and starts being feared. 🔴 Prefer a one-off contribution? 👉 👉 No sponsors. No parties. No institutions to lean on. Just numbers. Growing fast enough that shutting this down becomes impossible. We don’t need everyone. We need enough. We need you. – Raja Miah MBE

Raja Miah

232,144 views • 7 months ago

STOP poisoning your babies!! "Day 13 after the 💉 7:39 am before daycare 5:10 pm intubated because he can’t breathe. Life flight coming to get him. Life flight leaving with him Him TERRIFIED not knowing what is happening. Chronic ear infections needing antibiotics that wreck their gut? Sick shortly after receiving 💉? “When I got to him that day he started to turn blue. I picked him up and held him out in front of me to open up his airway. He was still moving all extremities at that point. Minutes, maybe even seconds who knows, later his arms went limp and fell back behind him. The rest of his body then quit moving in my arms as well. 9-1-1 rushed us to the ER. All tests, blood work, scans, x-rays were normal. They intubated him because he was struggling to breathe on his own. Life flight came and reintubated him because he was uncomfortable. We got to Childrens at the same time they did. They admitted him and immediately took him for his MRI. Dr. Cullimore knew what was happening before we even got there. They had just had 2 children with the SAME thing leave in the last two weeks with it, they came from the same ER as each other. One left a day before we got there…but it’s “rare” right? They asked all sorts of questions. So many tried to blame his daycare provider. I knew that would never be the case. After his MRI she sat us down and specifically said “this can be caused by a vaccine or a virus”. My heart sank. I knew what happened to him. Still mad I didn’t get that on video. If you can plan a nursery, you can take the time to read an insert for your childs safety and wellbeing. My baby was not sick.”

Died Suddenly

1,235,808 views • 2 years ago

Questions for Candace Owens Question 1 You have said that you were kicked out of your home at age 14 and lived with a boyfriend for six months, describing yourself as “one of those kids.” How did those early experiences shape your understanding of relationships, authority, and personal boundaries? Question 2 Years later, in your debate with 20 feminists and on the podcast Whatever, you often gave the impression that you were not one of those kids. Maybe I am wrong, Candace, so can you tell us whether you ever talked about your past in those debates, or explained how those early experiences shaped the beliefs you now promote for women? Question 3 You have said that from about ages 8 to 18, you read only fiction books, and that you began reading nonfiction only after you became interested in politics. How did spending almost a decade reading only fiction affect how you understand the world’s complexity and complicated issues in general? Question 4 In 2007, you sued the Stamford Board of Education after reporting racist death-threat voicemails. In 2024, you publicly stated that you were again receiving death threats, but this time from the French government. Given that, according to you, your parents kicked you out of your home at age 14, that you later received death threats from students connected to the Stamford Board of Education, and that you now say you are receiving death threats from the French government, how do you understand this pattern of death-threat claims appearing at major phases of your life? Question 5 In 2015, when you started the project called Degree180, you published articles criticizing conservative Republicans and the Tea Party movement, and mocking Donald Trump, including comments about his penis size. During that same period, you also wrote articles stating that cheating and having affairs could be romantic, and another article suggesting that it could be smart for a woman to marry a gay man. Even if you identified at that time as a Democrat or a liberal, these views are not commonly held within those groups. What values were guiding those arguments at that time? Question 6 In 2016, you launched a project that involved publicly identifying individuals accused of online harassment. After the project was suspended, you were later doxxed. After you were doxxed, you blamed the left. Is that true, and did that experience contribute to your shift toward conservatism? Question 7 You have said that you used Charlie Kirk’s credit card to buy airline tickets to the UK without asking his permission. What was the nature of your professional or personal relationship with him that made you feel comfortable enough to do that? Question 8 In December 2018, during that UK trip, you met George Farmer. Shortly afterward, in May 2019, you made comments at a Turning Point UK event stating that nationalism itself was not problematic, and that Hitler’s issue was his global ambitions rather than nationalism confined to Germany. How do you reflect on the timing and substance of those remarks today? Question 9 After 2019, TPUSA distanced itself from you and you were no longer on the payroll, even though you later spoke at events such as the Michigan event in 2024. How did that distancing affect how you viewed TPUSA from that point forward? Question 10 Is it possible for you, and for your followers, to consider that Erika Kirk is not a perfect human being, like all of us, and that Turning Point USA is not a flawless organization, like any organization, but that your conclusion that they betrayed Charlie could be wrong, especially if that conclusion was influenced by a dream? Cc:Paramount Tactical - Gary Melton Nathan Livingstone (MilkBarTV) NΛTLY DΞNISΞ Alex Jones Tim Pool Tyler Bowyer Andrew Kolvet FBI Donald J. Trump Dr. Phil Dr Jordan B Peterson Elon Musk Patrick Bet-David Adam 🆘 Sosnick

Jinet Gharibian

102,843 views • 6 months ago