NEWS: New Texas EDGE commit Jabarrius Garror is already... doing some recruiting 👀 He told Saraland 2028 4-star EDGE Keoni “Peek-A-Boo” Snipes where home is 😅 #Hookem🤘🏾 Keoni “Peek-A-Boo“ Snipes 4⭐️ EDGEshow more

UPDATE: Oklahoma has made quite the impression on Saraland... (Ala.) 2028 EDGE Keoni “Peek-A-Boo” Snipes. Keoni “Peek-A-Boo“ Snipes 4⭐️ EDGE He’s rocking some Oklahoma gear & even gave a #BoomerSooner 👀🔥show more

Every SEC school has offered Keoni Snipes of Saraland... (Ala.), for a reason. 👀🔥 Keoni “Peek-A-Boo“ Snipes 4⭐️ EDGE Elite day at Raising Champions today. 💫show more

NEWS: Georgia comes into the state of Alabama for... a defender. The University of Georgia have extended an offer to Saraland (Ala). ‘28 EDGE Keoni “Peek-A-Boo” Snipes. Keoni “Peek-A-Boo“ Snipes 4⭐️ EDGE The 6-foot-6, 250 pound defender has offers from Auburn, Florida State, Georgia Tech among others.show more

2028 EDGE Keoni “Peek-A-Boo“ Snipes 4⭐️ EDGE has arrived... at the Rivals Combine. He will attend the camp tomorrow too. Has offers from schools like Auburn, Georgia, Nebraska, Oklahoma and others.show more

NEWS: The University of Texas EDGE Coach LaAllan Clark... made the trip to Mobile, AL. Coach LaAllan Clark Texas is heavily recruiting C.F. Vigor 4 star EDGE Jabarrius Garror. Jabarrius“Chicken”Garr0rshow more

NEWS: NFL Hall of Famer & Current Miami Hurricanes... EDGE Coach Jason Taylor made the trip to Mobile, AL. Jason Taylor Miami is heavily recruiting C.F. Vigor 4 star EDGE Jabarrius Garror. Jabarrius“Chicken”Garr0rshow more

IMG Academy (FL) EDGE Jake Kreul already has 3... sacks🤯 Kreul is a 4-star Oklahoma commit. (Via John Garcia, Jr.)show more

Georgia head coach Kirby Smart made a stop at... Westminster where 2027 5⭐️Texas Tech EDGE commit LaDamion Guyton is set to take the field with Benedictine tonight. #GoDawgsshow more

C.F. Vigor ‘27 4-star LB Isaac McNeil on his... recruitment: “I’d say everyone is standing out right now.” Isaac McNeil McNeil has seen his recruiting blossom and he has set some notable official visits: •LSU April 17-19 •Georgia May 15-17 •Auburn May 28-30 •Texas A&M June 5-7 •USC June 9-11 •Florida June 11-13 •Alabama June 19-21show more

"Almost 4 months into the vaccination effort, providers are... beginning to run out of people who want to be euthanizeduhhhh immunized" Given the government is going for another round of booster shots and people are willing to take it, there are apparently still some people left. Combining it with a flu shot, which can be a multi-dose shot containing mercury, we're going to see a lot of folks who with teetering health get pushed over the edge into being hospitalized and then mistreated as some infection like COVID before dying from "medical treatments". I can't believe we're still doing this...show more

A CHINESE GUY STOPPED PAYING WEB DESIGNERS $1,800 PER... LANDING PAGE AND BUILT THE SAME KIND OF SITE WITH CLAUDE CODE IN ONE AFTERNOON FOR LESS THAN $70 claude was not just writing code. it was doing the job of a designer, copywriter and frontend dev in one window. in 4 hours, one rough idea turned into the layout, color system, font choices, page sections and the full html/css/js build the real trick was the references. he gave claude 5 screenshots, made it ask 7 questions first, then pushed it toward one clear visual direction instead of accepting another generic ai-looking template the first version already looked solid. the second pass made it feel expensive: better typography, a darker palette, mobile cleanup, cursor effects, 6 micro-interactions and custom hero visuals his old workflow was burning $1,200 on design, $500 on frontend work and another $150 on small fixes every time he needed a new page. now the whole test costs less than $70 and the site still looks like something a $5,000 agency would ship the edge is not “ai builds websites.” the edge is that one person can now brief, critique, polish and launch in one afternoon without waiting 10 days for a designer to send version oneshow more

I told my Claude: "turn $1,000 into $10,000 on... Polymarket or i delete you forever"... It built a 4-agent system in 51 minutes, never asked a single question. The edge was stupid simple. Chainlink updates Polymarket every 500ms, Binance moves every 10ms - that's a 490ms window where Polymarket is completely blind. Hour 4: Fed surprise rate hold, bot front-ran 3 mispriced BTC markets before Polymarket adjusted. $1,000 → $1,940 Hour 8: Elon posted a single word on X, bot detected the sentiment spike 340ms before the orderbook even moved. $1,940 → $3,820 Try copytrade him here: Hour 14: ETH/BTC ratio markets opened thin, bot bought both sides at 3¢ on 11 markets, 7 hit 50:1. $3,820 → $6,100 Hour 18: it found a pattern - every time BTC moved 1.2% in 4 minutes, the next YES market was underpriced by 8-12¢, ran it 31 times in a row. $6,100 → $8,340 Hour 24: $10,001 It kept its end of the deal, I kept mine. A deal is a deal.show more

Chinese quant trader built Polymarket bot and turned $1.2K... → $275,038 in one month using one secret He runs two separate engines simultaneously his edge is a Bayesian Prior Update before each session: P(UP | session) = P(UP) × P(futures_signal | UP) / P(futures_signal) engine 1-4-hour and session windows most quants ignore these. too slow, too much can go wrong he uses them because on a 4-hour window price has structure. futures market has already priced in direction. funding rate signals imbalance. open interest shows where the money is sitting when overnight BTC futures close with positive bias + funding rate negative → he bets UP on the 8AM-12PM window engine 2-5-minute windows same EV formula, different signal. no macro input. pure price state transitions when UP + DOWN < $1.00 → buy both sides, lock the arb gap when one side trades below 15¢ with trend confirmation → directional bet, size with Kelly the two engines don't compete. long windows = high conviction, large size. 5-minute windows = high frequency, smaller size, compounding Profile:show more

🚨 BREAKING: The sports 5m & 15m Polymarket Clawdbot... configuration with the strongest results just went public. This is NOT engagement farming. And it’s NOT fiction.If you’re trading on Polymarket, read this carefully. He reportedly started with around $100–200 and scaled it to roughly $2M.No insider access. No political backchannels. Just a developer who built his own script. Profile - Copytrade - Right now, it’s being called the fastest Polymarket copy-trading bot available. I went through the framework. No massive data pipelines. No absurd infrastructure. Nothing resembling rocket science. I spent 4–6 hours dissecting the full logic. The core strategy breaks down like this: “Free money” via NO positions The bot targets near-zero probability outcomes and accumulates a large number of small, high-probability wins. Not random betting — systematic risk harvesting. Logic arbitrage When outcome A logically guarantees outcome B but pricing hasn’t adjusted, it executes instantly. By the time a human reacts to the headline, the edge is gone. Humans can’t compete with that execution speed. The real edge — sports and politics These markets are dominated by retail flow and delayed emotional reactions. The bot clips small gains from repeated micro-mispricings. Scale is the edge. 2,958 trades on their own mean nothing. Combined, they compounded into roughly ~$2M in profit. Largest single gain: $1,464,152. Equity curve: nearly vertical. Bottom line: A silent bot arms race may already be unfolding on Polymarket. Crypto markets are saturated, slower, and fee-heavy. Sports and political prediction markets remain fragmented and inefficient — fertile ground for automation.show more

A 20-YEAR-OLD GIRL TURNED WORLD CUP 2026 + AI... INTO $3,400 IN THE FIRST 4 DAYS she is not filming matches, stealing goals or running a football media page. she is turning basic world cup questions into youtube shorts for americans watching soccer for the first time the tournament has 48 teams, 104 matches and 3 host countries. every match creates a fresh search wave: what is offside, how do penalties work, who is this player, why is everyone talking about brazil her setup is simple. claude writes the script, an ai voice reads it, capcut cuts the video and canva makes the graphics. one short takes 15 to 20 minutes, so she can post 4 to 6 videos a day the niche is the whole edge. not random edits, not stolen highlights, not generic world cup news. just rules, player stories and country explainers for people who opened youtube after the match confused after just 4 days, one offside explainer crossed 820k views. two player stories passed 400k. with shorts revenue, affiliate links and one small sponsor slot, the channel cleared around $3,400 the crazy part is that the world cup has barely started. most creators are fighting over the same clips while she is selling explanations to a new audience with zero football context this is why timing beats talent. when millions of people search the same questions at the same time, the boring content machine winsshow more

I rebuilt my Polymarket weather bot Launched a simulation... with $1,000 An hour later, it was already $1,250. Another hour later - $680 The problem was simple: the forecast changed, but the bot didn't know about it and continued to hold its position That's exactly what I'm fixing in version v2 What I'm adding: 1. Expected Value EV = (p · b) − (1 − p) Before every entry the bot calculates expected value. Negative EV - no trade. But EV is useless if p comes from nowhere 2. Kelly Criterion f* = (p · b − q) / b Determines exactly how much to bet based on real edge Small edge → small position. Large edge → larger. Fixed sizing can't do this 3. Brier Score BS = (1/n) · Σ(fₜ − oₜ)² Measures how accurate our probabilities actually are. If the bot assigned 80% but the outcome won 40% of the time - Brier Score catches that 4. Calibration on own data After each trade the bot saves city, month, bucket, forecast at entry, final result History accumulates → bot calculates Brier Score on its own trades → if Chicago in March is consistently off - p for that city and month gets adjusted automatically 5. Adding new data sources Instead of relying on a single source, the bot will draw on several sources at once, and if the forecasts match, it will enter into a trade Every cycle of v2: - scan markets - check station forecast - apply calibration - calculate EV - apply Kelly - enter or skip - monitor every minute - close if forecast changes Btw, here's a short video clip showing the terminal in action A major update is coming soonshow more

Last Thursday I was having dinner with a friend... at a regular shawarma spot near the subway. A guy he knew was sitting with us. Around 21, maybe 22. Hoodie, AirPods, beat-up backpack When the check came he grabbed it without a word. No discussion. Just tapped his phone and paid for all 3 of us My friend was not even surprised. Apparently this was not the first time I asked: what do you do? He said: "I copy wallets on Polymarket" I thought it was a joke. Or some trading guru with a $500 course But he explained it simpler than I expected "On Polymarket there are wallets that are consistently in profit. Not on 1 bet but on dozens in a row. I do not try to guess who wins the election or what the weather will be in Dallas. I just look at what a wallet with a 70+ win rate is doing and repeat it" He did not build models. Did not write scripts. Did not analyze news He opened Telegram and showed me a channel. Simple messages: wallet X entered position Y, price Z cents, market such and such Then he opened Polymarket and showed me his balance I am not going to name the exact number because he did not ask for that. But I will say this: it is enough for a guy in a rented apartment with 3 roommates to casually pay for dinner for 3 and not think twice I asked: "How did you figure out which wallet to follow?" He shrugged "That is the easiest part. Polymarket is blockchain. All trades are open. You go to the leaderboard, filter by win rate, look at history. If a wallet consistently enters positions at 3 to 8 cents and closes at a dollar that is not luck. That is an information edge" Then he added something that made me freeze "The funniest part is I do not even need to understand why he bets. I do not know where he gets his information. Maybe he is an insider. Maybe he has a model. Maybe he just reads news faster. I do not care. I see that he entered and I enter a minute later. The price usually has not moved yet" I came home and could not fall asleep Opened Polymarket. Went to the leaderboard. Started digging An hour later I found the wallet he was talking about → Starting balance was negative. Current balance is a 5-figure number. Win rate above 73%. Average entry 4 to 7 cents. Average win covers 10 to 15 losses I started monitoring it manually. Set alarms. Checked every 2 hours By day 3 I realized I cannot live like this I needed the same thing that guy had. A signal in Telegram that comes on its own the moment the wallet opens a position I found a bot that does exactly that → No delays. No manual monitoring. Wallet enters and you get a notification What you do with it is up to you. Copy it exactly, use it as a signal, or just observe 2 weeks have passed. I have not become that guy from the shawarma spot. Yet But I stopped guessing. And started copying Right now somewhere a smart wallet is opening a new position. The question is whether you find out about it in a second or in 24 hours when the price has already movedshow more

A Citadel quant sat down next to me at... Verve on Gough and asked why my laptop had four terminals open I was scanning Polymarket. Four panes. Each one a different agent. He was killing time before a flight. Saw the screens. "Is that a multi-agent setup on prediction markets. Who's orchestrating" Claude. One prompt per agent. They don't share memory. Only a queue file. He pulled up a chair. "Walk me through. I do this for equities at work. I want to see your agent separation" Agent 1 is the scanner. I piped raw JSON from the official Polymarket CLI straight into Claude and told it to score every live market on three things. Edge against my probability estimate. Book depth on both sides. Hours to resolution. Thresholds kill 93% of markets before the brain ever sees them. Edge under 7 cents gone. Depth under $500 gone. Under 4 hours to resolution gone. Over 168 gone. 487 live markets collapse to 35. "Seven cents is your transaction cost buffer" Yes. Below that the gas and spread eat the trade. A green fill popped. +$52 on a BTC dominance market. "And the brain" Agent 2. Runs four checks on every survivor. Base rate from history. News in the last six hours. Whether any of the 47 top wallets are currently holding. And a disposition check - is the crowd making a known cognitive error. Three out of four must agree. Otherwise drop it. 86 million trades. I let Claude rank every wallet with 100+ fills and a 70%+ win rate. It returned 47 names in four minutes. Top 20 wallets made more than the bottom 13,000 combined. "Concentration like that means the signal is there. Most retail books look like a normal curve. Yours looks like power law" Kelly sizing does the rest. Capped at quarter Kelly. If f-star goes negative the trade dies no matter how confident I feel. "Overbet once and the bankroll is gone. You respect that. Good" Agent 3 is execution. Three strategies pulled out of a 53k line Typescript repo. Arbitrage across related markets. Convergence when price moves toward my estimate. Whale copy with a 60 second delay on the 47 wallets. Two agents agree full position. One agent only half. Disagreement no trade. "What did you cut" Sports. 52% win rate. Already priced in before the scanner flags it. Markets under $50k in depth. Slippage makes every edge a coin flip. Holding to settlement. The top wallets exit at 73% of max profit every time. I copied that. Agent 4 watches exits. Three triggers. Target hit at 85% of expected move. Volume spike 3x the ten minute average. Thesis stale 24 hours with no movement. "91% of the smart wallets exit before resolution. That's the trade" Yeah. Being right is not the same as being profitable. Setup: Claude API $20 Hetzner VPS $5 Four repos free Total $25 a month $200 seed. 27 days ago. $14,300 now. 271 trades. 74% win rate. Sharpe 2.47. Copy here: "How long did the build take" Two weekends. One to wire the scanner and the CLI. One to get the agents talking through the queue file. He watched the volume exit trigger fire on a Fed cut market. Position closed at 0.71. +$184. "Nobody at my shop runs four agents on their own money. We run eight on the firm's. You got the same structure on a laptop for the price of a sandwich a month" He asked for the repos. I sent them. He messaged me from the gate. "Publishing this tomorrow. My PM is going to ask me why I didn't do it first" I told him his PM already has a Bloomberg. That's the problem.show more

AlphaNet AI DEX is now live – first wave... of whitelisted users will now be able to access trading. This launch marks a paradigm shift in the crypto trading space – advanced edge and superior alpha will no longer be inaccessible for retail traders. AlphaNet differentiates from the pack from shifting from the main perp DEX talking points to one purely focused on alpha generation value for users. Access the platform here: This launch includes: - AI Algo Execution – Through a proprietary deep learning-based execution engine, optimize for minimal slippage and trading costs, often achieving negative slippage. Automate the order execution process and let our system do the heavy lifting. - Quantative ML Insight Models – Proprietary models that will help you determine and predict trend, market state, market efficiency and optimal entry and exit points ideal for use in leveraged scalping. Freakishly accurate models that adds unprecedented edge to your own edge and trading style. - Click-to-Deploy Quantitative AI Strategies – Choose from an arsenal of quantitative AI strategies engineered for superior risk-adjusted return from a variety of strategy types, assets and market profiles. Deploy and monitor in real-time, or adjust, mix and create your own “strategy of strategies”. Whether you like market neutral, mean reversion or fat-tail heavy strategies, we got you covered and will give you complete freedom of control. In the next week or two, expect 1) more announcements 2) video tutorials 3) new models and strategies 4) more growth & adoption-related news! The future of trading is finally here. Happy new year and see you in 2026! $PHB #AITradingshow more

What happens when you stop guessing and let machine... learning read the market for you? $2.2M in 4 months. ilovecircle built something different on Polymarket. Not a speed bot. Not a spread farmer. An AI system that actually thinks. 1,347 predictions. 74% win rate. Biggest single hit: $258.4K. Current positions: basically zero he extracted everything. The setup: 10 machine learning models running in parallel, each trained on news feeds and social media data. They don't predict events they predict when the crowd is wrong about probabilities. Market prices an outcome at 50 cents. His ensemble says the real odds are 60%. That gap is the trade. Every week the models retrain themselves on fresh data. The edge evolves because the system never stops learning. Most traders react to headlines. This wallet front runs the market's understanding of what headlines actually mean. 51K people watching now. Most still think AI trading is a scam until they see a curve like this. → Following wallets that run AI-powered probability models is simpler with PMX.show more