Belleville 2025 QB Bryce Underwood (LSU commit) fits it... in triple coverage for a long TD to 2025 WR/CB Trey Graham D1 Regional Final: #3 Belleville (10-1) is tied with #2 Detroit Catholic Central (11-0) 7-7 1st quarter Belleville Football @TreyGraham06 Bryce Jay Underwoodshow more

With Adrian Walker out today, someone needed to step... up: Enter in: Belleville 2025 WR/CB Trey Graham Loved this play with Belleville 2025 QB Bryce Underwood D1 Semi-Final: #1 Belleville (13-0) beat #4 Davison (12-1) 63-21 Belleville Football Trey Graham Bryce Jay Underwoodshow more

CJ is HIM! Cass Tech 2026 WR/CB/S/QB Corey Sadler... Jr (North Carolina commit) with the long pick six. D1 Regional Final: #1 Cass Tech (11-0) leads #6 Saline (10-1) 21-14 5 min 2nd quarter Cass Tech Football Saline Athletics @salinefootball Corey Sadler jrshow more

Brian Kelly is gearing up for a National Title... run 🔜 LSU’s 2024 Class is ranked #9 in the country and signed 11 of the top 12 players in the Boot ✅ LSU’s 2025 Class is looking to be the gem ⬇️ • #1 Recruit Bryce Underwood (QB) commits tomorrow and is a heavy LSU Favorite • #1 WR Dakorien Moore is committed to LSU (#5) Nationally • #1 RB Harlem Berry is committed to LSU (#16) Nationallyshow more

De La Salle 2025 TE/QB Sante Gasperoni with a... 61 yard TD pass to 2026 CB/WR Damion King IV #4 De La Salle (0-0) leads #17 Davison (0-0) 7-0 mid 2nd quarter De La Salle Pilots Football Sante Gasperoni Damion King IVshow more

One missed tackle is all it takes. #GigEm signee... Brady Hart hits #FSU signee Jayvan Boggs who takes off for a 61-yard TD. With 10:10 remaining in the 1st Quarter, Cocoa Football leads Cardinal Mooney Football 7-0. Andy Villamarzo Florida High School On SI High School On SIshow more

FINAL (12): Central Regional No.1 Game 1: No.1 Seed... Roll Stable 8, No.8 Seed Harding 7 🚨WALKOFF ALERT🚨 Chase Wilcox wins it in the 12th with a single to right! JD McReynolds was outstanding in relief: 6 IP, 1 H, 0 R, 0 BB, 9 K Brett Grupe - game-tying 2-run single in 10th Jacob Steele - HR, 3 RBI Central Missouri will play tomorrow (5/16) at 6 PM CT against the winner of the Central Oklahoma/Arkansas Tech game. #D2Baseballshow more

GAME-ENDING TRIPLE PLAY WITH THE TYING RUN ON BASE... Final: South Central Regional #2 (Game 1) Angelo State Rams Baseball 7, West Texas A&M 4 Tripp Clark - 2/4, HR, 3 RBI (3 run home run in the top of the 7th inning to give them the lead) Conagher Sands - 1/5, 2B, 2 RBI. Caleb Heuertz gets his 7th save going 1.2 IP and not allowing a run. The first game-ending triple play in Angelo State history, according to coach Kevin Brooks on the postgame show. He would know, as someone who started this program in 2005. A strong start in the regional for the Defending National Champs as the Rams will play tomorrow, and WTAMU will now take on host Colorado Mesa in an elimination game for them. Lone Star Conference #D2Baseballshow more

Such an impressive for the Denver Nuggets in so... many ways. 1) Nikola Jokic proves once again why he’s the best player on the planet 2) I thought this game was over when the Nuggets led big with 3 minutes to play in regulation 3) I thought this game was over when the Wolves led by 7 in OT 4) I thought this game was over about five times 5) The Nuggets are now 3-0 against Minnesota. Full Ownership 6) The Nuggets won this game with three starters tied behind their back 7) Nikola Jokic is the greatest player on earth 8) Jamal Murray is a bad man 9)WTF did I just see? 10) Merry Christmasshow more

#Patriots Voluntary OTA Notes [Non-Padded] (6/2): 𝗢𝗳𝗳𝗲𝗻𝘀𝗲 • QB... Drake Maye connected with WR Kayshon Boutte for the play of the day — Maye perfectly placed the ball deep along the left side of the field and Boutte made a fingertip catch. • QB Drake Maye had no turnovers today and he had his best day of open OTAs by far — Maye completed 9 straight passes at one point. • Full QB Stats: Maye 14/16 Dobbs 11/13 Wooldridge 4/8, INT • WRs DeMario Douglas, Kayshon Boutte, Kyle Williams and Efton Chism spent the most time working with QB Drake Maye today. • WR Efton Chism III had 7 receptions on 7 targets and looked to always be open — the undrafted rookie took several snaps with QB Drake Maye and the top offensive unit. • RB Rhamondre Stevenson made an extremely impressive finger-tip grab for a 25-yard gain on a dot from QB Drake Maye. • OL Cole Strange and Wes Schweitzer were the two primary left guards today — that spot on the offensive line is truly a competition. • TE Jaheim Bell had a rough day — the former seventh-round pick had 2 bad drops. • It was a bit of a quiet day for rookie WR Kyle Williams who caught 1 of his 2 targets. • WR Stefon Diggs was limited today working with WR Ja’Lynn Polk off to the side at times — Diggs closely observed the offense towards the end of practice as they practiced plays. • Rookie TE CJ Dippre caught a nice pass thrown by QB Ben Wooldridge up the seam. • Veteran OT Morgan Moses once again stayed after practice to help and give advice to the young offensive lineman. • RG Mike Onwenu says he feels good getting back to an offense he is familiar with — Onwenu adds that he is rehabbing from a hand injury. • RB Rhamondre Stevenson says RBs coach Tony Dews flew to visit him in Las Vegas while Stevenson was dealing with his father’s passing. • Limited: WR Stefon Diggs WR Ja'Lynn Polk OL Mike Onwenu OL Jared Wilson OT Vederian Lowe TE Austin Hooper • Absent: WR Mack Hollins (Present But DNP) WR Kendrick Bourne (Unknown) RB Trayveon Williams (Unknown) OL Tyrese Robinson (Unknown) 𝗗𝗲𝗳𝗲𝗻𝘀𝗲 • DE Keion White was disruptive today — White sacked both QB Drake Maye and QB Josh Dobbs during team drills. • Rookie S Josh Minkins intercepted QB Ben Wooldridge during 11-on—11s • CB Christian Gonzalez, S Jaylinn Hawkins, and LB Monty Rice each had a pass break up. • DT Joshua Farmer batted another pass down during team drills — Farmer has been able to bat passes down consistently during OTAs. • CB Christian Gonzalez gave up a catch to WR Efton Chism — Chism got open after running an impressive dig route. • LB Jahlani Tavai went down during team period and was grabbing his left knee — the veteran had to be helped off the field after staying down for a couple minutes. • CBs Alex Austin and Marcellas Dial spent time in the slot — Austin has consistently taken reps in the slot since the start of OTAs. • The defensive line continues to disrupt the offense. • Limited: DL Jaquelin Roy DL Wilfried Pene • Absent: CB Carlton Davis (Unknown) CB Marcus Jones (Unknown) ED Anfernee Jennings (Unknown) 𝗦𝗽𝗲𝗰𝗶𝗮𝗹 𝗧𝗲𝗮𝗺𝘀 • Field Goals (33-50 Yards) Andy Borregales: 4/4 John Parker Romo: 2/4, missed wide right Borregales has yet to miss during open OTAs. #NEPatsshow more

1. Both Kolkata & Hyderabad were Political Events... 2.... Sporting Club in Kolkata erected a 70 feet Statue for Messi, while CM Revanth spent Rs.5 crore Govt money for him to practise Football 3. Rs.10 Lakhs for a picture with Messi, Free Picture for Politicians & their Families. 4. People were told 7 vs 7 Match, Chief Minister left Governance and practised for 1 month but Messi leave playing he did not even wear his Jersey. 5. Hyderabad is a land which produced Olympians in Football when India reached Semis but none of such contributions were recognised instead it was all about Rahul Gandhi and Revanth sponsored by ADANI. 6. Did we build a Football Stadium , No instead we used Cricket Stadium. 7. Did Indian Football Players or State Football players meet , No those who paid Rs.10 Lakhs could meet. 8. We promoted Sports or Politicians, Apart from Messi , Suarez, De Paul who were the only 3 promoting Football rest were busy promoting themselves or making money out of photograph. 9. Lets not blame people of Kolkata who burst out in anger because they paid money , lets not thank Police for managing in Hyderabad because people of Hyderabad adjusted , they paid money , they felt satisfied and they didnt do any such behaviour for Police to get onto field. They were lied that Messi will play a match which he did not but its okay Hyderabadis adjusted. 10. Government promoting Rs.10 lakh for picture commercial event cant be equated to promoting sports, to conclude with a humble suggestion, a sprawling exclusive Football stadium in the Hyderabad City limits with ease of travel and permanent staff for maintenance as well a dozen established trainers with fitness equipments and a budget to take the game into districts, conduct competitions can only promote ghe Sport. Rest is all a One Day Event and a Elite Political Photo Op... Now please get back to Governance CM garu ...show more

𝗙𝗢𝗥𝗧𝗔𝗦𝗧𝗜𝗖 𝗙𝗜𝗘𝗟𝗗 𝗙𝗘𝗦𝗧 | CONCEPT VIDEO ขอบคุณทาง Major Group... สำหรับจอสวยๆนะค้าบใครว่างอย่าลืมไปถ่ายคู่กับฟอร์ด พร้อมใส่ #FortasticFieldFestxMajor ได้ตั้งแต่วันที่ 16 ตค ถึง 12 พย 68 กันน้า🤵🏻‍♂️💕 Thanks Major Group for the beautiful screen! Anyone who’s free, don’t forget to come take a photo with FortFTS and include #FortasticFieldFestxMajor from October 16 to November 12, 2025 🤵🏻‍♂️💕 📍Screen Locations 1.Paragon Cineplex 2.Quartier CineArt 3.Major Ratchayothin 4.Major Rangsit 5.Major Sukhumvit–Ekkamai 6.Esplanade Ngamwongwan–Khae Rai 7.Esplanade Ratchada 8.Major Fashion Island 9.Major Central Rama 3 10.Major Central Rama 2 11.Major Future Park Rangsit 12.Mega Cineplex (Mega Bangna) 13.Westgate Cineplex 14.EastVille Cineplex 15.Promenade Cineplex 16.Seacon Cineplex 17.Major Central Chiang Mai Festival 18.Major Central Chiang Mai Airport 19.Korat Cineplex 20.Hat Yai Cineplex 21.Bluport Cineplex 22.Major Robinson Phetchaburi The Wait Returns #FortasticFieldFest #FortFTS #ComeFortZon #KickStar_t #KickStar_tTHshow more

[Graph Convolutional Network] by hand ✍️ Graph Convolutional Networks... (GCNs), introduced by Thomas Kipf and Max Welling in 2017, have emerged as a powerful tool in the analysis and interpretation of data structured as graphs. This exercise demonstrates how GCN works in a simple application: binary classification. -- Goal -- Predict if a node in a graph is X. -- Architecture -- 🟪 Graph Convolutional Network (GCN) 1. GCN1(4,3) 2. GCN2(3,3) 🟦 Fully Connected Network (FCN) 1. Linear1(3,5) 2. ReLU 3. Linear2(5,1) 4. Sigmoid Simplications: • Adjacent matrices are not normalized. • ReLU is applied to messages directly. -- Walkthrough -- [1] Given ↳ A graph with five nodes A, B, C, D, E [2] 🟩 Adjacency Matrix: Neighbors ↳ Add 1 for each edge to neighbors ↳ Repeat in both directions (e.g., A->C, C->A) ↳ Repeat for both GCN layers [3] 🟩 Adjacency Matrix: Self ↳ Add 1's for each self loop ↳ Equivalent to adding the identity matrix ↳ Repeat for both GCN layers [4] 🟪 GCN1: Messages ↳ Multiply the node embeddings 🟨 with weights and biases ↳ Apply ReLU (negatives → 0) ↳ The result is one message per node [5] 🟪 GCN1: Pooling ↳ Multiply the messages with the adjacent matrix ↳ The purpose is the pool messages from each node's neighbors as well as from the node itself. ↳ The result is a new feature per node [6] 🟪 GCN1: Visualize ↳ For node 1, visualize how messages are pooled to obtain a new feature for better understanding ↳ [3,0,1] + [1,0,0] = [4,0,1] [7] 🟪 GCN2: Messages ↳ Multiply the node features with weights and biases ↳ Apply ReLU (negatives → 0) ↳ The result is one message per node [8] 🟪 GCN2: Pooling ↳ Multiply the messages with the adjacent matrix ↳ The result is a new feature per node [9] 🟪 GCN2: Visualize ↳ For node 3, visualize how messages are pooled to obtain a new feature for better understanding ↳ [1,2,4] + [1,3,5] + [0,0,1] = [2,5,10] [10] 🟦 FCN: Linear 1 + ReLU ↳ Multiply node features with weights and biases ↳ Apply ReLU (negatives → 0) ↳ The result is a new feature per node ↳ Unlike in GCN layers, no messages from other nodes are included. [11] 🟦 FCN: Linear 2 ↳ Multiply node features with weights and biases [12] 🟦 FCN: Sigmoid ↳ Apply the Sigmoid activation function ↳ The purpose is to obtain a probability value for each node ↳ One way to calculate Sigmoid by hand ✍️ is to use the approximation below: • >= 3 → 1 • 0 → 0.5 • <= -3 → 0 -- Outputs -- A: 0 (Very unlikely) B: 1 (Very likely) C: 1 (Very likely) D: 1 (Very likely) E: 0.5 (Neutral)show more

Was very impressed on Friday by East Carolina RHP... Trey Yesavage, who allowed just 1 ER and struck out 11 across 6 IP. FB sat 93-96, topped out at 97. Jumped out of the hand from his near over-the-top slot. Plenty of carry through the zone, shape of the pitch is outstanding. Control and command of it were both impressive, threw it for strikes 73% of the time. 55, borderline 60 pitch. Mixed in two distinct breaking balls with a high-70s CB and mid-80s SL. It's clear on Friday he didn't have the best feel for his CB. Threw a couple good ones that flashed plenty of depth, but it lacked its usual sharp, downward bite. Will typically flash plus. Gyro SL was a lot better. Threw it with conviction, confidence in the pitch was there. Flashed late teeth with some depth, generated 7 whiffs. Would give it a 55. I was most impressed with his SPL-CH. Got nice separation off his heater with a 10+ MPH difference. Threw it to both LHH and RHH. Flashed ultra-late tumbling life; seemingly fell off a table ~1-2 feet in front of the plate. Kills spin really well. Maintained arm speed. Looked like a plus pitch. Yesavage this year has a 1.80 ERA with 19 Ks to just 3 BB across 10 IP. He is one of the premier college arms in this year's draft class and has first round upside. (📽️: ACC Network)show more

[LSTM] by Hand ✍️ LSTMs have been the most... effective architecture to process long sequences of data, until our world was taken over by the Transformers. LSTMs belong to the broader family of recurrent neural network (RNNs) that process data sequentially in a recurrent manner. Transformers, on the other hand, abandon recurrence and use self-attention instead to process data concurrently in parallel. Recently, there is renewed interest in recurrence as people realized self-attention doesn’t scale to extremely long sequences, like hundreds of thousands of tokens. Mamba is a good example to bring back recurrence. All of a sudden, it is cool to study LSTMs. How do LSTMs work? [1] Given ↳ 🟨 Input sequence X1, X2, X3 (d = 3) ↳ 🟩 Hidden state h (d = 2) ↳ 🟦 Memory C (d = 2) ↳ Weight matrices Wf, Wc, Wi, Wo Process t = 1 [2] Initialize ↳ Randomly set the previous hidden state h0 to [1, 1] and memory cells C0 to [0.3, -0.5] [3] Linear Transform ↳ Multiply the four weight matrices with the concatenation of current input (X1) and the previous hidden state (h0). ↳ The results are feature values, each is a linear combination of the current input and hidden state. [4] Non-linear Transform ↳ Apply sigmoid σ to obtain gate values (between 0 and 1). • Forget gate (f1): [-4, -6] → [0, 0] • Input gate (i1): [6, 4] → [1, 1] • Output gate (o1): [4, -5] → [1, 0] ↳ Apply tanh to obtain candidate memory values (between -1 and 1) • Candidate memory (C’1): [1, -6] → [0.8, -1] [5] Update Memory ↳ Forget (C0 .* f1): Element-wise multiply the current memory with forget gate values. ↳ Input (C’1 .* o1): Element-wise multiply the “candidate” memory with input gate values. ↳ Update the memory to C1 by adding the two terms above: C0 .* f1 + C’1 .* o1 = C1 [6] Candiate Output ↳ Apply tanh to the new memory C1 to obtain candidate output o’1. [0.8, -1] → [0.7, -0.8] [7] Update Hidden State ↳ Output (o’1 .* o1 → h1): Element-wise multiply the candidate output with the output gate. ↳ The result is updated hidden state h1 ↳ Also, it is the first output. Process t = 2 [8] Initialize ↳ Copy previous hidden state h1 and memory C1 [9] Linear Transform ↳ Repeat [3] [10] Update Memory (C2) ↳ Repeat [4] and [5] [11] Update Hidden State (h2) ↳ Repeat [6] and [7] Process t = 3 [12] Initialize ↳ Copy previous hidden state h2 and memory C2 [13] Linear Transform ↳ Repeat [3] [14] Update Memory (C3) ↳ Repeat [4] and [5] [15] Update Hidden State (h3) ↳ Repeat [6] and [7]show more

[Backpropagation] by Hand✍️ [1] Forward Pass ↳ Given a... multi layer perceptron (3 levels), an input vector X, predictions Y^{Pred} = [0.5, 0.5, 0], and ground truth label Y^{Target} = [0, 1, 0]. [2] Backpropagation ↳ Insert cells to hold our calculations. [3] Layer 3 - Softmax (blue) ↳ Calculate ∂L / ∂z3 directly using the simple equation: Y^{Pred} - Y^{Target} = [0.5, -0.5, 0]. ↳ This simple equation is the benefit of using Softmax and Cross Entropy Loss together. [4] Layer 3 - Weights (orange) & Biases (black) ↳ Calculate ∂L / ∂W3 and ∂L / ∂b3 by multiplying ∂L / ∂z3 and [ a2 | 1 ]. [5] Layer 2 - Activations (green) ↳ Calculate ∂L / ∂a2 by multiplying ∂L / ∂z3 and W3. [6] Layer 2 - ReLU (blue) ↳ Calculate ∂L / ∂z2 by multiplying ∂L / ∂a2 with 1 for positive values and 0 otherwise. [7] Layer 2 - Weights (orange) & Biases (black) ↳ Calculate ∂L / ∂W2 and ∂L / ∂b2 by multiplying ∂L / ∂z2 and [ a1 | 1 ]. [8] Layer 1 - Activations (green) ↳ Calculate ∂L / ∂a1 by multiplying ∂L / ∂z2 and W2. [9] Layer 1 - ReLU (blue) ↳ Calculate ∂L / ∂z1 by multiplying ∂L / ∂a1 with 1 for positive values and 0 otherwise. [10] Layer 1 - Weights (orange) & Biases (black) ↳ Calculate ∂L / ∂W1 and ∂L / ∂b1 by multiplying ∂L / ∂z1 and [ x | 1 ]. [11] Gradient Descent ↳ Update weights and biases (typically a learning rate is applied here). 💡 Matrix Multiplication is All You Need: Just like in the forward pass, backpropagation is all about matrix multiplications. You can definitely do everything by hand as I demonstrated in this exercise, albeit slow and imperfect. This is why GPU's ability to multiply matrices efficiently plays such an important role in the deep learning evolution. This is why NVIDIA is now close to $1 trillion in valuation. 💡Exploding Gradients: We can already see the gradients are getting larger as we back-propagate up, even in this simple 3-layer network. This motivates using methods like skip connections to handle exploding (or diminishing) gradients as in the ResNet. I did the calculations entirely by hand. Please let me know if you spot any error or have any questions!show more

Blog 265 Diamondbacks first pitch ◦6-9: Gym, called parents,... posted walking videos ◦10: Reunited with MikeyBets and felt complete ◦10:45: Arrived at Chase Stadium and was welcomed by the awesome Diamondbacks staff (shoutout Casey Wilcox) and walked right through the dugout and onto the field ◦Also huge thank you to Mike Dellosa (VP of ticket sales) who answered my LinkedIn dm and helped get set this all up ◦10:55: MikeyBets setup his camera in the Diamondbacks dugout which was hilarious to watch (he was viciously hungover) ◦11: Met with lots of the Diamondbacks and A’s players and coaches while they warmed up on Chase Field. Frank was in his element cracking jokes and talking baseball with the fellas ◦Everyone was incredibly welcoming, humble, and fun. The Diamondbacks manager, Torey Lovullo, called Frank a fucking legend ◦We crushed walk 277 circling the field pregame as Frank tracked the Mets game ◦11:30: Practiced the first pitch. We needed to loosen up the cannon more than we did in Milwaukee ◦12: Took a little break behind the dugout for Frank to mentally prepare for pitch ◦12:40: Mets tied it up ◦12:43: Frank broke into a dance-off with the mascots ◦12:45: Frank walked out for yet another Ceremonial First Pitch at an MLB game. Solid pitch, not quite a strike but we are getting there. These moments are always surreal for all of Fleming Enterprises ◦To Frank’s surprise, Paul Sewald, a former Met who Frank regularly eviscerated caught the first pitch. Paul is clearly a great person with a tremendous sense of humor and he gave Frank a customized autograph saying “fuck your computer” 🐐 ◦Frank is living his dream for the world to see ◦1:06: National Anthem, they had Frank and me stand in line with the Diamondbacks which was insane ◦1:10: Game started and we were brought into a beautiful suite ◦1:20: Frank did a food review in the suite and everyone fell dead silent watching in amazement ◦1:45: Got full stadium tour which concluded with Frank watching some baseball from the pool in centerfield. Of course, MikeyBets jumped right in full body ◦2:22: Frank raw dogged in the stadium and mentioned the Mets were tied in a rain delay in the 9th ◦2:45: Settled into our seats and watched the Diamondbacks take the lead in the 7th ◦3:15: Finished filming with Bets behind the sticks ◦3:30: The game was an elite experience via the Diamondbacks red carpet treatment. We can’t thank you all enough and congrats on the win ◦3:45: Drove to raw dog in Phoenix laughing about the absurdly fun day ◦3:47: Mets game resumed and car got real tense real quick ◦4: Raw dogged in a small place with a loud strikeout, not awkward at all ◦4:16: Mets gave up three runs and died, as did the vibes. Frank lost it and the great day had turned ◦4:28: Connected with Notre Dame football 👀 #FrankWalks ◦4:45: Frank declared the Arizona state flag as the 🐐 ◦5: Said goodbye to MikeyBets (always hurts) who had a later flight and wanted to hit the casino. HIM ◦5:10: Went to Scottsdale Fashion Center to pad step count before the red eye home Walking now. After we hit 15K steps we’ll pop over to the airport for our red eye back to New Jersey. Thank you so much to Casey, Mike, and the Diamondbacks for welcoming Frank and delivering an unforgettable day. Weigh in 9 tomorrow morning after we land and go directly to Belleville HQ around 5-6 am. We are nervous. I already miss MikeyBets severely. Anudder adventure almost in the booksshow more

You think you know where the football is going.... You don't. Made with Seedance 2.0 on BudgetPixel AI A rolling ball. A bustling Moroccan souk. A chain of perfect reactions. And an elderly woman who delivers the final shot nobody sees coming. Prompt: Setting: Busy Moroccan souk at golden hour. Terracotta walls, hanging lanterns, spice stalls, bread vendors, copper goods, warm amber sunlight. Joyful, chaotic, heartwarming energy. Arri Alexa 35 look, shallow depth of field, dynamic handheld camera, ultra-fast cuts. CUT 1 (0:00–0:01.5) An elderly tea-shop owner casually rolls a football down a cobblestone alley from outside his shop. CUT 2 (0:01.5–0:03) A young athletic man rounds a corner, spots the ball, and runs onto it. CUT 3 (0:03–0:04.5) He strikes the ball cleanly down the market alley. CUT 4 (0:04.5–0:06) The ball crashes into a spice merchant's display, sending colorful spice clouds into the air. CUT 5 (0:06–0:07.5) A butcher casually flicks the bouncing ball upward with his forearm without stopping work. CUT 6 (0:07.5–0:09) A teenage girl on a bicycle redirects the ball with the back of her hand while riding through a narrow gap. CUT 7 (0:09–0:10.5) An elderly woman lowers her bread basket, plants her cane, and calmly prepares for the incoming ball. Market sounds fade. CUT 8 (0:10.5–0:12.5) She strikes the ball powerfully. Slow-motion tracking follows it flying through golden light. CUT 9 (0:12.5–0:14) The ball smashes into a giant pyramid of clay tagine pots, triggering a spectacular collapse. CUT 10 (0:14–0:15) The elderly woman picks up her basket, turns away, and walks off as the stunned young man watches. Audio: Authentic market ambience, playful rhythmic music building with each pass, near silence before the final kick, triumphant finish during the clay collapse, ending on a single warm note.show more

I spent 48 hours running AI from my phone.... Here are 11 things that turned out to be possible and 3 that almost cost me money Forgot my laptop at home and thought the day was lost. Opened a terminal from my phone and decided to see how long I could last Lasted 2 days. Not just lasted but made $840 What works from a phone: 1. Set up Claude Code through SSH in 10 minutes while riding the subway 2. Get Telegram pushes every time a wallet enters a position 3. Copy a trade with 1 tap without taking out my earbuds 4. Launch scripts by voice through Shortcuts 5. Monitor 3 wallets simultaneously without a single lag 6. Get a morning report at 7 AM as a regular message 7. Rebuild the bot when it crashed while sitting in a cab 8. Check PnL without opening a browser 9. Add a new wallet to tracking in 30 seconds 10. Set up auto-copying without confirmation on verified wallets 11. Get a full strategy breakdown of a wallet through Claude Code in a regular chat And here is what almost killed the deposit: 1. My finger slipped and I entered at twice the planned size. Did not notice for 20 minutes. Got lucky that the position ended up in profit but it could have gone very differently 2. My phone died at 2 AM. Missed the exit signal and the position dropped $110 while I slept. By morning I realized that a power bank is just as much a part of the strategy as the bot itself 3. The delay when copying was 40 seconds. On a 15-minute market that is an eternity. The price moved from 8 cents to 23, and instead of a 12x return I got a 4x. Still profit but you feel the difference immediately Total for 48 hours: +$840. Screen time on the phone: 47 minutes. Never needed the laptop The entire time I was following the same wallet. That is the 1 that was sending me signals at 2 AM: The phone turned out to be a fully functional control panel. But this control panel has no safety switch. And that is worth remembering every time you are tapping with 1 hand in the coffee lineshow more

I'm starting on a new project #buildinpublic 🤠 ✅... ahrefs sub 📚 initial keyword research 🆕 .com domain name But this is different. Why? I'm starting with SEO & marketing, then fleshing out the product afterwards. It's been a busy morning already thanks to Ahrefs. From the learnings of grandmaster sensei — I will be using my other projects for backlinks & focus on SEO instead of adding as an afterthought. The plan: ------------------------- [hacks explained further down] 1. keyword research 2. more keyword research [HACK #1] 3. content plan 4. choose topics, subtopics & post outline using long-tail keywords found in 1. & 2. [HACK #2] 5. landing page, blog & initial marketing 6. barebone MVP 7. blog with content hubs [HACK #3] 8. initial backlinks [HACK #4] 9. marketing & launch 10. talk to users & iterate while SEO is slowly cooking in the background (hopefully by the time the product matures SEO is booming) ... 🔁 continue to fill in posts according to the content plan. then back to 1 & 2. more long-tail posts & create free tools to improve ranking + increase no. of backlinks. Hack #1 --------- Explore keywords for "result intent" SEO. Figure out guides & tutorials for keywords with DR long tail ones. Create structure for internal links, e.g.: /generic-topic-keyword (links to all posts) ➡️/more-specific-subtopic-keyword (links to child posts) ➡️➡️/very-specific-post-1 ➡️➡️/very-specific-post-2 etc. Hack #3 --------- Create hubs for generic keywords with links to subtopics and long-tail posts. The hubs themselves should be somewhat informative but mostly an overview. => My crazy idea: before I have the content, add external links to authoritative sources for each specific post. I'll slowly write my own content to replace those and move the links inside the post. Hack #4 --------- Use my other projects to write posts on the new product and link to it to get a decent domain ranking fast. Launch on PH with a beta, mostly for the good backlink. Add repos with md files to Github, Gitlab, Bitbucket etc. for some easy backlinks. 🤠 Crazy enough to work, right?* *to note: I've validated the idea and am somewhat sure people will pay for it. But, I'd still like to shorten each step to minimize my risk & ship fast. Thinking: 1 week research, 1 week dev, 1 week marketing, 1 week content. What could go wrong? :Dshow more

you are COOKED if you can't make $20K+ per... month online in 2025 1. you can use AI to generate 300 posts in 15 minutes 2. you can get millions of views without spending a penny on ads 3. you can put words in a document and sell it 1000x for $50+ each 4. you can hire workers for $2.50/hr 100 years ago you needed your life savings just to START a business today you can start for free on your iPhone in seconds and you're still saying "business is hard" even my 1.7GPA teenager students are making $20K–$80K/month I got a student Zain was earning minimum wage at a café in may 2025... now he's making $78K/month and just bought an AMG Mercedes to help you guys , I've decided to LEAK the full recording of my $15M+ LIVE masterclass FREE for the next 24 hours 104 minutes. 52 steps. usually $3K+ to access. what's inside: → how I went from $0 → $3.24M in 8 months → the exact funnel generating $40K+ every 7 days on autopilot → the AI system that writes 300 posts in 15 min and gets 1M+ views/month → account setup to first sale in under 48 hours → how to hit $10K/month with one $500 digital product → the automation stack that runs everything for $38/month → how to scale to $30K/month with 5+ accounts DELETING IN 24 HOURS comment "MASTERCLASS" and I'll DM it to you **must be following + retweet to receive**show more