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Introducing 🚨 BACKTEST A PROP CHALLENGE 🚨 🎯 Real GFT challenges, real historical data 🔒 Actual firm rules enforced — targets, daily DD, max DD, min days, time limit ⚖️ Break a rule? It stops instantly and tells you exactly why ✅ Pass? Move to the next phase —... show more

Goat Funded Trader

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42,639 views • 5 days ago •via X (Twitter)

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🚨 THIS IS FREE AND IT SHOULDN’T BE 🚨 Other platforms charge YOU just to backtest. GFT is giving it away. To everyone. For free. 🚨 INTRODUCING THE GFT BACKTEST SOFTWARE 🚨 📈 Real historical data 🗂️ Build sessions, tag strategies, track combined performance 🖥️ Full TradingView charts + full drawing toolbar ⏯️ Playback controls: pause, step, speed up to 10x ✅ Real order execution: market/limit/risk-based sizing 📊 Full “My Stats” breakdown of your backtests Build your edge for Free No paywall. No premium tier. No catch. Go run your first backtest 🚀

🚨 THIS IS FREE AND IT SHOULDN’T BE 🚨 Other platforms charge YOU just to backtest. GFT is giving it away. To everyone. For free. 🚨 INTRODUCING THE GFT BACKTEST SOFTWARE 🚨 📈 Real historical data 🗂️ Build sessions, tag strategies, track combined performance 🖥️ Full TradingView charts + full drawing toolbar ⏯️ Playback controls: pause, step, speed up to 10x ✅ Real order execution: market/limit/risk-based sizing 📊 Full “My Stats” breakdown of your backtests Build your edge for Free No paywall. No premium tier. No catch. Go run your first backtest 🚀

Goat Funded Trader

100,544 views • 13 days ago

Most traders don’t fail because of strategy. They fail because they don’t see what they’re doing wrong. In real time. After being on a real trading floor and competing at a high level, one thing became clear: Awareness beats strategy. That’s why we built a full system: - A journal that tracks every trade automatically - An AI coach that analyzes your behavior - A community with live analysis and full transparency - And the ability to run our strategy as a bot Everything connected. Everything based on real data. If you’re serious about improving, you should be inside. Free Telegram group:

Most traders don’t fail because of strategy. They fail because they don’t see what they’re doing wrong. In real time. After being on a real trading floor and competing at a high level, one thing became clear: Awareness beats strategy. That’s why we built a full system: - A journal that tracks every trade automatically - An AI coach that analyzes your behavior - A community with live analysis and full transparency - And the ability to run our strategy as a bot Everything connected. Everything based on real data. If you’re serious about improving, you should be inside. Free Telegram group:

Merlijn The Trader

45,582 views • 4 months ago

Rapid just got faster. FundedNext's fastest challenge has been reinvented, now split into two builds, so you can pick the path that actually fits how you operate. Introducing Rapid Daily and Rapid Pro. One Plan. Two Pathways. Why choose Rapid Daily? ✅ Daily Payouts ✅ Pass in 1 Day ✅ No Consistency Rule ✅ 90% Reward Share Why choose Rapid Pro? ✅ Payouts Every 3 Days ✅ Pass in 1 Day ✅ No Consistency in Challenge Phase ✅ No Buffer Rules ✅ 90% Reward Share For Both Pathways: ✔ No Benchmark Days ✔ One-Time Fee ✔ EOD Drawdown Launch Pricing (50% OFF) Both Rapid Daily & Rapid Pro: 25K — $79.99 (not $159.98) 50K — $149.99 (not $299.98) 100K — $249.99 (not $499.98) Prefer trading with a Daily Loss Limit? Add the DLL Add-On to Rapid Pro and unlock an even lower launch price: 25K — $59.99 (not $159.98) 50K — $109.99 (not $299.98) 100K — $199.99 (not $499.98) Your pathway. Your preference. Trade with Rapid. 🚀

Rapid just got faster. FundedNext's fastest challenge has been reinvented, now split into two builds, so you can pick the path that actually fits how you operate. Introducing Rapid Daily and Rapid Pro. One Plan. Two Pathways. Why choose Rapid Daily? ✅ Daily Payouts ✅ Pass in 1 Day ✅ No Consistency Rule ✅ 90% Reward Share Why choose Rapid Pro? ✅ Payouts Every 3 Days ✅ Pass in 1 Day ✅ No Consistency in Challenge Phase ✅ No Buffer Rules ✅ 90% Reward Share For Both Pathways: ✔ No Benchmark Days ✔ One-Time Fee ✔ EOD Drawdown Launch Pricing (50% OFF) Both Rapid Daily & Rapid Pro: 25K — $79.99 (not $159.98) 50K — $149.99 (not $299.98) 100K — $249.99 (not $499.98) Prefer trading with a Daily Loss Limit? Add the DLL Add-On to Rapid Pro and unlock an even lower launch price: 25K — $59.99 (not $159.98) 50K — $109.99 (not $299.98) 100K — $199.99 (not $499.98) Your pathway. Your preference. Trade with Rapid. 🚀

FundedNext Futures

88,390 views • 1 month ago

Some of the best prop firm traders in the world just debated one of the most controversial rules in funded trading: the consistency rule. Kyle – holder of the largest propfirm payout ($2.5M) and nearly $5M in total payouts says ignore it completely and maximise the opportunity: “If I had a massive day… I’d just keep trading until the consistency got back under 30%.” And Trader Kane — over $2M+ in prop firm payouts argues the consistency rule actually forces better trading discipline: “Why would I want to make $10K a day on a $2.5K payout account?” Two completely different perspectives… From traders who’ve collectively made millions from prop firms. The reality? There’s no single answer. Some traders use the consistency rule as a safety mechanism. Others see it as something to exploit once they have a buffer. The real question is: Do you trade around the consistency rule… Or do you completely ignore it once opportunity appears? This roundtable episode is packed with debates like this from some of the best traders in the prop firm space. Watch the full episode below 👇

Some of the best prop firm traders in the world just debated one of the most controversial rules in funded trading: the consistency rule. Kyle – holder of the largest propfirm payout ($2.5M) and nearly $5M in total payouts says ignore it completely and maximise the opportunity: “If I had a massive day… I’d just keep trading until the consistency got back under 30%.” And Trader Kane — over $2M+ in prop firm payouts argues the consistency rule actually forces better trading discipline: “Why would I want to make $10K a day on a $2.5K payout account?” Two completely different perspectives… From traders who’ve collectively made millions from prop firms. The reality? There’s no single answer. Some traders use the consistency rule as a safety mechanism. Others see it as something to exploit once they have a buffer. The real question is: Do you trade around the consistency rule… Or do you completely ignore it once opportunity appears? This roundtable episode is packed with debates like this from some of the best traders in the prop firm space. Watch the full episode below 👇

Riz Iqbal

24,012 views • 3 months ago

Day 4 of why you need to use Jupiter Mobile: UNIFIED TRADING HISTORY See a unified, real-time view of every tx you’ve ever made, across your entire portfolio. Most wallets only show partial activity and force you to get a PhD in explorers to reconstruct what happened on your own. Instead, on Jupiter Mobile V3 you get: - A complete trading history per token directly on the token page - See every move across Swaps, Limit Orders, Recurring Orders, Transfers, and Magic Links in one view - Clean aggregation across your entire portfolio and at the token level - A single, chronological timeline that updates in real time All of it lives directly inside the History tab. Know every move you've made. Just Use Jupiter (Mobile). iOS: Android:

Day 4 of why you need to use Jupiter Mobile: UNIFIED TRADING HISTORY See a unified, real-time view of every tx you’ve ever made, across your entire portfolio. Most wallets only show partial activity and force you to get a PhD in explorers to reconstruct what happened on your own. Instead, on Jupiter Mobile V3 you get: - A complete trading history per token directly on the token page - See every move across Swaps, Limit Orders, Recurring Orders, Transfers, and Magic Links in one view - Clean aggregation across your entire portfolio and at the token level - A single, chronological timeline that updates in real time All of it lives directly inside the History tab. Know every move you've made. Just Use Jupiter (Mobile). iOS: Android:

Jupiter

271,170 views • 7 months ago

By the time they’re tweeting about it… it’s already too late ⏳ XBO’s not coming soon - it’s LIVE ⚡ A regulated exchange. 100+ tokens. Real volume, right now Early buyers aren’t just betting, they’re earning ✅ Staking ✅ Cashback ✅ Loyalty boosts with every trade And over 100,000 $XBO in rewards are waiting 🎯 only for early entries This isn’t a testnet It’s the move before the move 🔥 Phase 3 PreSale – CLOSING SOON 🚨 Buy in Or watch the others win 🏁 👉 #XBOPresale $XBO #XBO #CryptoPresale #BullRun #PresaleRush

By the time they’re tweeting about it… it’s already too late ⏳ XBO’s not coming soon - it’s LIVE ⚡ A regulated exchange. 100+ tokens. Real volume, right now Early buyers aren’t just betting, they’re earning ✅ Staking ✅ Cashback ✅ Loyalty boosts with every trade And over 100,000 $XBO in rewards are waiting 🎯 only for early entries This isn’t a testnet It’s the move before the move 🔥 Phase 3 PreSale – CLOSING SOON 🚨 Buy in Or watch the others win 🏁 👉 #XBOPresale $XBO #XBO #CryptoPresale #BullRun #PresaleRush

xbo.com

64,335 views • 1 year ago

🚨 Most traders are trying to PASS prop firm challenges. Meanwhile… some firms are hiring people FULL-TIME just to manage automated prop firm systems. Salary advertised: 💰 $2,000–$10,000/month The industry is changing fast. This Upwork listing is looking for a: • Full-Time Virtual Trading Assistant • Managing funded/prop firm accounts • Running automated trading software daily • Setting up bots on MT5 & Tradovate • Tracking payouts/results • Following strict trading SOPs What stood out to me most? They explicitly say: “You don’t need to be an expert trader.” Read that again. The edge today is no longer just: ❌ predicting candles ❌ drawing more lines ❌ buying another course It’s: ✅ systems ✅ execution ✅ probabilities ✅ automation ✅ process The trading industry is quietly evolving from discretionary gambling… into data-driven operational businesses. And most retail traders still haven’t noticed. The question is: Will future traders survive on opinions… or on systems? 👇

🚨 Most traders are trying to PASS prop firm challenges. Meanwhile… some firms are hiring people FULL-TIME just to manage automated prop firm systems. Salary advertised: 💰 $2,000–$10,000/month The industry is changing fast. This Upwork listing is looking for a: • Full-Time Virtual Trading Assistant • Managing funded/prop firm accounts • Running automated trading software daily • Setting up bots on MT5 & Tradovate • Tracking payouts/results • Following strict trading SOPs What stood out to me most? They explicitly say: “You don’t need to be an expert trader.” Read that again. The edge today is no longer just: ❌ predicting candles ❌ drawing more lines ❌ buying another course It’s: ✅ systems ✅ execution ✅ probabilities ✅ automation ✅ process The trading industry is quietly evolving from discretionary gambling… into data-driven operational businesses. And most retail traders still haven’t noticed. The question is: Will future traders survive on opinions… or on systems? 👇

Herman Trading

37,923 views • 3 months ago

How to Get Funded to Trade Crypto: HyroTrader Full Breakdown Are you ready to trade crypto with zero risk and full reward? Use my referral link for exclusive discounts: In this video, we break down everything you need to know about HyroTrader, one of the top crypto prop trading firms in 2025. Whether you're an aspiring day trader or a seasoned scalper, HyroTrader offers a revolutionary path to becoming a funded crypto trader—without putting your own capital at risk. 🚀 What You’ll Learn in This Review: ✅ What is HyroTrader & how it works ✅ The difference between the One-Step and Two-Step challenges ✅ How to trade on real markets like ByBit and Cleo ✅ Profit split explained (up to 90%) ✅ How to qualify for real funded accounts ✅ Stop-loss rules, risk management, and daily drawdown ✅ Evaluation process walkthrough ✅ How fast you can get paid in USDT/USDC ✅ Real reviews and Trustpilot score breakdown (4.5/5 ⭐️) Why Traders Choose HyroTrader: +No time limits on challenges +Real market data (not simulated prices) +12–48 hour payout processing +Use of bots & APIs (post-funding) +Trade 350+ assets on Binance via Cleo +Free refund of your entry fee after your first payout +24/5 expert support and a global community Start your funded trading journey today with HyroTrader #HyroTrader #CryptoPropFirm #GetFunded #ByBit #CryptoTrading2025 #TradingChallenge #CleoPlatform #CryptoFundedAccount #PropFirmReview #USDT #ByBitTrading #BecomeAFundedTrader #BestPropFirm2025

How to Get Funded to Trade Crypto: HyroTrader Full Breakdown Are you ready to trade crypto with zero risk and full reward? Use my referral link for exclusive discounts: In this video, we break down everything you need to know about HyroTrader, one of the top crypto prop trading firms in 2025. Whether you're an aspiring day trader or a seasoned scalper, HyroTrader offers a revolutionary path to becoming a funded crypto trader—without putting your own capital at risk. 🚀 What You’ll Learn in This Review: ✅ What is HyroTrader & how it works ✅ The difference between the One-Step and Two-Step challenges ✅ How to trade on real markets like ByBit and Cleo ✅ Profit split explained (up to 90%) ✅ How to qualify for real funded accounts ✅ Stop-loss rules, risk management, and daily drawdown ✅ Evaluation process walkthrough ✅ How fast you can get paid in USDT/USDC ✅ Real reviews and Trustpilot score breakdown (4.5/5 ⭐️) Why Traders Choose HyroTrader: +No time limits on challenges +Real market data (not simulated prices) +12–48 hour payout processing +Use of bots & APIs (post-funding) +Trade 350+ assets on Binance via Cleo +Free refund of your entry fee after your first payout +24/5 expert support and a global community Start your funded trading journey today with HyroTrader #HyroTrader #CryptoPropFirm #GetFunded #ByBit #CryptoTrading2025 #TradingChallenge #CleoPlatform #CryptoFundedAccount #PropFirmReview #USDT #ByBitTrading #BecomeAFundedTrader #BestPropFirm2025

Decentralised News

16,181 views • 10 months ago

Alison is playing full victim after getting fired for her vile video about the Trump assassination attempt. Now she’s back with the tears, the “it was just a joke, I don’t condone violence” script, and — how convenient — a mysterious “doxxing letter” complete with a picture of her house and a “karma’s coming with a smiley face” note. She’s “reaping the consequences,” reporting it to authorities, and begging everyone to let her “move on with her life.” Here’s the thing: you don’t get to post disgusting comments wishing harm on the President, watch it blow up, lose your job, then demand a clean slate while still downplaying it as “stupid” and blaming the “far right” for sharing what you put out there. The letter (real or not) is exactly the kind of blowback you invited — and it perfectly fits the victimhood narrative you’re milking for another video. You regret the consequences, not the comments. You still won’t take real responsibility. There is no “moving on” free pass here. These are the consequences of what you did. Own it.

Alison is playing full victim after getting fired for her vile video about the Trump assassination attempt. Now she’s back with the tears, the “it was just a joke, I don’t condone violence” script, and — how convenient — a mysterious “doxxing letter” complete with a picture of her house and a “karma’s coming with a smiley face” note. She’s “reaping the consequences,” reporting it to authorities, and begging everyone to let her “move on with her life.” Here’s the thing: you don’t get to post disgusting comments wishing harm on the President, watch it blow up, lose your job, then demand a clean slate while still downplaying it as “stupid” and blaming the “far right” for sharing what you put out there. The letter (real or not) is exactly the kind of blowback you invited — and it perfectly fits the victimhood narrative you’re milking for another video. You regret the consequences, not the comments. You still won’t take real responsibility. There is no “moving on” free pass here. These are the consequences of what you did. Own it.

DocumentingLibs

120,897 views • 3 months ago

AI BASKETBALL ANALYSIS. A FULL COMPUTER VISION SYSTEM. BUILT ON YOLO, OPENCV, AND PYTHON. Take any NBA broadcast. Any camera angle. Any resolution. Feed it into the system. YOLO finds every player and the ball. Frame by frame. No manual annotation. No pre-labeled data.The model just sees the court and understands it. Zero-shot classification looks at jersey pixels and decides who plays for whom. Two teams separated in milliseconds. Without ever being told the team names. But here's where it gets wild. Court keypoint detection identifies the geometry of the playing surface. Homography transforms the broadcast camera into a top-down tactical map. Real meters. Real coordinates. From a flat 2D video. Now every player has a position on a real court. Every movement becomes a data point. Every pass becomes a vector. Speed. Distance. Possession time. Pass networks. All extracted from nothing but pixels. No GPS. No chips in the ball. No million-dollar Second Spectrum setup. A Python script and a GPU. The full pipeline is open source. The tutorial walks through every line of code. From detection to transformation to analytics output. Teams used to pay six figures for this data. Now you build it in an afternoon. Computer vision didn't just enter basketball. It democratized it.

AI BASKETBALL ANALYSIS. A FULL COMPUTER VISION SYSTEM. BUILT ON YOLO, OPENCV, AND PYTHON. Take any NBA broadcast. Any camera angle. Any resolution. Feed it into the system. YOLO finds every player and the ball. Frame by frame. No manual annotation. No pre-labeled data.The model just sees the court and understands it. Zero-shot classification looks at jersey pixels and decides who plays for whom. Two teams separated in milliseconds. Without ever being told the team names. But here's where it gets wild. Court keypoint detection identifies the geometry of the playing surface. Homography transforms the broadcast camera into a top-down tactical map. Real meters. Real coordinates. From a flat 2D video. Now every player has a position on a real court. Every movement becomes a data point. Every pass becomes a vector. Speed. Distance. Possession time. Pass networks. All extracted from nothing but pixels. No GPS. No chips in the ball. No million-dollar Second Spectrum setup. A Python script and a GPU. The full pipeline is open source. The tutorial walks through every line of code. From detection to transformation to analytics output. Teams used to pay six figures for this data. Now you build it in an afternoon. Computer vision didn't just enter basketball. It democratized it.

zostaff

230,734 views • 4 months ago

🚨 NO VESTING FOR 10 DAYS. FINAL PHASE BEGINS NOW 🚨 BTC just hit a new all-time high, and BlockDAG is charging full speed toward our GLOBAL LAUNCH release on August 11🌍💥 To celebrate, we’re going ALL-IN: ✅ NO Vesting for the Next 10 Days 💰 100% of Your BDAG bought in the next 10 Days Delivered at Launch ⏳ Presale Ending SOON Normally, most of your coins would be locked up for a year. But for the next 10 days? Everything you buy is YOURS, instantly. This is your NO VESTING PASS 💳 👉 Buy BDAG now and enter the launch era UNCHAINED. #BlockDAG #CryptoPresale #Web3 #NoVesting #BDAG #CryptoLaunch #DeFi #AltcoinSeason #BTCATH #SummerOfBlockDAG #CryptoNews

🚨 NO VESTING FOR 10 DAYS. FINAL PHASE BEGINS NOW 🚨 BTC just hit a new all-time high, and BlockDAG is charging full speed toward our GLOBAL LAUNCH release on August 11🌍💥 To celebrate, we’re going ALL-IN: ✅ NO Vesting for the Next 10 Days 💰 100% of Your BDAG bought in the next 10 Days Delivered at Launch ⏳ Presale Ending SOON Normally, most of your coins would be locked up for a year. But for the next 10 days? Everything you buy is YOURS, instantly. This is your NO VESTING PASS 💳 👉 Buy BDAG now and enter the launch era UNCHAINED. #BlockDAG #CryptoPresale #Web3 #NoVesting #BDAG #CryptoLaunch #DeFi #AltcoinSeason #BTCATH #SummerOfBlockDAG #CryptoNews

BlockDAG Network

23,324 views • 1 year ago

Adversity doesn’t break teams. It reveals how they respond. Sean Miller keeps it simple when things go wrong: Own it. Fix it. Move on. First, own it. What was your responsibility? That’s the hardest part. Then, fix it. Work with your teammates and coaches to improve what’s actually in your control. Then, next opportunity — don’t carry it forward. The next game is the only thing that matters. Sounds simple. It’s not. Because the real challenge is the noise: “What if we lose again?” “What if I play bad again?” That’s where teams drift. Great teams don’t live in the past or future. They stay locked in the present. And here’s the key: This applies to wins too. Win? Move on. Lose? Move on. Resilience isn’t about avoiding adversity, it’s about having a repeatable response to it. When adversity hits, do you dwell on it or do you follow a process to move forward?

Adversity doesn’t break teams. It reveals how they respond. Sean Miller keeps it simple when things go wrong: Own it. Fix it. Move on. First, own it. What was your responsibility? That’s the hardest part. Then, fix it. Work with your teammates and coaches to improve what’s actually in your control. Then, next opportunity — don’t carry it forward. The next game is the only thing that matters. Sounds simple. It’s not. Because the real challenge is the noise: “What if we lose again?” “What if I play bad again?” That’s where teams drift. Great teams don’t live in the past or future. They stay locked in the present. And here’s the key: This applies to wins too. Win? Move on. Lose? Move on. Resilience isn’t about avoiding adversity, it’s about having a repeatable response to it. When adversity hits, do you dwell on it or do you follow a process to move forward?

James Purchin

11,139 views • 4 months ago

The prop firm industry was born to solve a real problem: give skilled traders capital to trade with when they don't have it. (read this to the end, we have something big for you 👇) But somewhere down the road it turned into building a system with rules so tight and absurd that 98% of traders fail, so firms could keep profiting from the challenge fees paid upfront. If you're reading this, don't pretend it never happened to you, or someone you know. Working for days, weeks, sometimes months, just to get a payout denied for the most absurd excuse. The reason that happens is simple: most prop firms simulate your trades, they don't execute them. Your profits are a cost to them. So the whole model is engineered to make you fail. We asked ourselves: if that many payouts are being denied, it means there are more profitable traders out there than the industry wants you to believe. So we took everything wrong with this industry and fixed it. Here's what we built: 1/ Real Market Execution. Instant Payouts. Your trades hit the real market. Not a simulation. You make $100 profit and want to withdraw it immediately? You can. Instantly, with no waiting period, or absurd excuses. Ah, if you were about to ask, there's no daily cap either. 2/ Zero Restrictive Rules at Funded Stage. No daily drawdown, consistency rules, or other absurd ones. Those rules only exist at evaluation stage, to assess whether you can manage risk properly or not. Once funded, they're gone. Trade freely. 3/ A Monthly Salary. Just for Being Funded. ATS Funded is still the only prop firm paying a monthly retainer to its traders. 1% of your account balance, every month, regardless of whether you're up, down, or flat. A bad month means stress, and stress means bad decisions. The salary is there so a bad month doesn't interfere with your strategy. So, what now? If you made it this far, we built this for you, and a gift is waiting in the pinned comment below. Stop trading with your own capital when you can trade with ours. Get Funded 👉 Video Breakdown 👉

The prop firm industry was born to solve a real problem: give skilled traders capital to trade with when they don't have it. (read this to the end, we have something big for you 👇) But somewhere down the road it turned into building a system with rules so tight and absurd that 98% of traders fail, so firms could keep profiting from the challenge fees paid upfront. If you're reading this, don't pretend it never happened to you, or someone you know. Working for days, weeks, sometimes months, just to get a payout denied for the most absurd excuse. The reason that happens is simple: most prop firms simulate your trades, they don't execute them. Your profits are a cost to them. So the whole model is engineered to make you fail. We asked ourselves: if that many payouts are being denied, it means there are more profitable traders out there than the industry wants you to believe. So we took everything wrong with this industry and fixed it. Here's what we built: 1/ Real Market Execution. Instant Payouts. Your trades hit the real market. Not a simulation. You make $100 profit and want to withdraw it immediately? You can. Instantly, with no waiting period, or absurd excuses. Ah, if you were about to ask, there's no daily cap either. 2/ Zero Restrictive Rules at Funded Stage. No daily drawdown, consistency rules, or other absurd ones. Those rules only exist at evaluation stage, to assess whether you can manage risk properly or not. Once funded, they're gone. Trade freely. 3/ A Monthly Salary. Just for Being Funded. ATS Funded is still the only prop firm paying a monthly retainer to its traders. 1% of your account balance, every month, regardless of whether you're up, down, or flat. A bad month means stress, and stress means bad decisions. The salary is there so a bad month doesn't interfere with your strategy. So, what now? If you made it this far, we built this for you, and a gift is waiting in the pinned comment below. Stop trading with your own capital when you can trade with ours. Get Funded 👉 Video Breakdown 👉

FUNDEX

161,107 views • 5 months ago

🌆 Digital Evidence, Real Estate, and the Next Wave of Real-World Adoption Dave Berg, CPO at Constellation, breaks down how they are building real onchain infrastructure that solves real problems. Not hypothetical use cases. Not hype cycles. Actual products people can use right now. 1. Digital Evidence. Authenticity for the internet. Constellation is anchoring digital fingerprints of files, images, documents, and data streams directly onto the network. Why does this matter? Because in a world filled with AI content, fake screenshots, edited PDFs, and manipulated media, proving the origin of information is becoming one of the most valuable capabilities we have. Developers and non developers can use simple APIs, or even vibe code with AI tools like Claude, to anchor and verify data instantly. Everyday users can anchor real-world data right now onto Constellation network with zero blockchain knowledge, using devices they already use every single day. 2. Proof of Management for real assets. This leads into what might be one of the most practical DLT products released in years. Real Estate Ledger. A digital guidebook for any property: • Permits • Warranties • Proof of maintenance • Vendor history • Manuals • Insurance • Improvements • Receipts • Photos Everything tied to the property, all cryptographically timestamped. If you have ever tried to sell a house, maintain one, or prove something to an insurer, you instantly understand how useful this is. Imagine handing a buyer a clean, verified report of every repair, every vendor, every upgrade, and every warranty. Imagine builders uploading materials and documentation during construction so the next owner knows exactly what is behind the walls. Imagine insurance claims based on truth instead of paperwork chaos. This is not a pitch deck about tokenizing real estate one day. This is infrastructure that exists right now. 3. Constellation is solving real adoption problems for Web3. No need to rebuild your business to onboard. No need to run your own nodes unless you want to. No need to become a blockchain expert. Just clean APIs, onchain trust, and applications anyone can understand. Authenticity and truth are scarce assets, Constellation (DAG) is building rails that protect them. Podcast powered by Constellation²

🌆 Digital Evidence, Real Estate, and the Next Wave of Real-World Adoption Dave Berg, CPO at Constellation, breaks down how they are building real onchain infrastructure that solves real problems. Not hypothetical use cases. Not hype cycles. Actual products people can use right now. 1. Digital Evidence. Authenticity for the internet. Constellation is anchoring digital fingerprints of files, images, documents, and data streams directly onto the network. Why does this matter? Because in a world filled with AI content, fake screenshots, edited PDFs, and manipulated media, proving the origin of information is becoming one of the most valuable capabilities we have. Developers and non developers can use simple APIs, or even vibe code with AI tools like Claude, to anchor and verify data instantly. Everyday users can anchor real-world data right now onto Constellation network with zero blockchain knowledge, using devices they already use every single day. 2. Proof of Management for real assets. This leads into what might be one of the most practical DLT products released in years. Real Estate Ledger. A digital guidebook for any property: • Permits • Warranties • Proof of maintenance • Vendor history • Manuals • Insurance • Improvements • Receipts • Photos Everything tied to the property, all cryptographically timestamped. If you have ever tried to sell a house, maintain one, or prove something to an insurer, you instantly understand how useful this is. Imagine handing a buyer a clean, verified report of every repair, every vendor, every upgrade, and every warranty. Imagine builders uploading materials and documentation during construction so the next owner knows exactly what is behind the walls. Imagine insurance claims based on truth instead of paperwork chaos. This is not a pitch deck about tokenizing real estate one day. This is infrastructure that exists right now. 3. Constellation is solving real adoption problems for Web3. No need to rebuild your business to onboard. No need to run your own nodes unless you want to. No need to become a blockchain expert. Just clean APIs, onchain trust, and applications anyone can understand. Authenticity and truth are scarce assets, Constellation (DAG) is building rails that protect them. Podcast powered by Constellation²

Generation Infinity

170,375 views • 8 months ago

Day 2 of why you need to use Jupiter Mobile: REAL-TIME DEEP TERMINAL DATA FOR EVERY TOKEN! See real-time holder trends, volume shifts, and real momentum signals, all natively on mobile. Terminal-grade data for every token, with execution built in right on the same token page. What used to take pro traders multiple tools is now a single, unified picture. No other platform offers this natively: - Candlestick charts with smooth interval switching (from 1 month down to 1 second) - Your buys and sells plotted directly on the chart, across timeframes - Real momentum signals: net buy pressure, volume shifts, buyers vs sellers - Liquidity and holder trends over time, plus FDV, circulating supply, and holder distribution No more awkwardly browsing on web or multiple tabs, everything that matters in one place. If it moves the market, it’s here. 10x lower cost, infinitely more convenient. Just Use Jupiter (Mobile).

Day 2 of why you need to use Jupiter Mobile: REAL-TIME DEEP TERMINAL DATA FOR EVERY TOKEN! See real-time holder trends, volume shifts, and real momentum signals, all natively on mobile. Terminal-grade data for every token, with execution built in right on the same token page. What used to take pro traders multiple tools is now a single, unified picture. No other platform offers this natively: - Candlestick charts with smooth interval switching (from 1 month down to 1 second) - Your buys and sells plotted directly on the chart, across timeframes - Real momentum signals: net buy pressure, volume shifts, buyers vs sellers - Liquidity and holder trends over time, plus FDV, circulating supply, and holder distribution No more awkwardly browsing on web or multiple tabs, everything that matters in one place. If it moves the market, it’s here. 10x lower cost, infinitely more convenient. Just Use Jupiter (Mobile).

Jupiter

313,471 views • 7 months ago

ChatGPT can write you a thousand trading strategies from one sentence. 999 will quietly bleed your account dry. Every single one of them looks like a winner. One method pulls the real one out. Quant desks have run it for years. It's called loop engineering. It's not a smarter prompt. It's a loop: generate a strategy, test it, score why it failed, feed that back, and run it again until one survives data it has never seen. Man Group runs $150 billion. They built an AI that writes and tests hundreds of strategies a week. And second agent whose only job is to hunt the ones that secretly overfit and kill them before a cent goes live. > describe an idea -> backtest 5 years in 12 seconds > read why it died -> feed that back in > run it again until one survives data it never saw AI can write a thousand strategies. Loop engineering is the only thing that tells you which one was ever real. 89% of retail lost money in 2025. Almost none of it from bad ideas. All of it from trading the first guess and never running it through backtest loop. Horizon just put the whole thing in a chat box, free while the beta's open: You're not losing to smarter traders. You're losing to the ones who opened the tab. Anyone can generate a strategy now. Almost no one runs the loop that proves it. That gap is the whole edge. You'll mean to check it later. Later is a "waitlist closed" page.

ChatGPT can write you a thousand trading strategies from one sentence. 999 will quietly bleed your account dry. Every single one of them looks like a winner. One method pulls the real one out. Quant desks have run it for years. It's called loop engineering. It's not a smarter prompt. It's a loop: generate a strategy, test it, score why it failed, feed that back, and run it again until one survives data it has never seen. Man Group runs $150 billion. They built an AI that writes and tests hundreds of strategies a week. And second agent whose only job is to hunt the ones that secretly overfit and kill them before a cent goes live. > describe an idea -> backtest 5 years in 12 seconds > read why it died -> feed that back in > run it again until one survives data it never saw AI can write a thousand strategies. Loop engineering is the only thing that tells you which one was ever real. 89% of retail lost money in 2025. Almost none of it from bad ideas. All of it from trading the first guess and never running it through backtest loop. Horizon just put the whole thing in a chat box, free while the beta's open: You're not losing to smarter traders. You're losing to the ones who opened the tab. Anyone can generate a strategy now. Almost no one runs the loop that proves it. That gap is the whole edge. You'll mean to check it later. Later is a "waitlist closed" page.

cvxv666

173,703 views • 2 months ago

David Goggins got real on Andrew Huberman’s podcast: “I don’t hide anymore. I go into the dungeon every single day.” He talks about those dark mental cabinets we all keep locked — full of trauma, shame, fear, and ugly truths. Most people slam them shut and pretend they don’t exist. Goggins opens them daily, cleans them, faces the demons, and spits-shines the worst parts of himself. That’s why he’s often misunderstood… and why he’s successful. He doesn’t start the day with victories or positivity. He goes straight for the scary shit first. Why it matters: Real growth doesn’t happen by avoiding the dark corners of your mind. It happens when you’re willing to live in them every day. Most of us run from that work. Goggins runs toward it — and it shows. I’ve found that the days I’m willing to face my own ugly cabinets are the days I actually move forward. What about you — do you regularly face your “dungeon,” or do you keep those cabinets locked tight?

David Goggins got real on Andrew Huberman’s podcast: “I don’t hide anymore. I go into the dungeon every single day.” He talks about those dark mental cabinets we all keep locked — full of trauma, shame, fear, and ugly truths. Most people slam them shut and pretend they don’t exist. Goggins opens them daily, cleans them, faces the demons, and spits-shines the worst parts of himself. That’s why he’s often misunderstood… and why he’s successful. He doesn’t start the day with victories or positivity. He goes straight for the scary shit first. Why it matters: Real growth doesn’t happen by avoiding the dark corners of your mind. It happens when you’re willing to live in them every day. Most of us run from that work. Goggins runs toward it — and it shows. I’ve found that the days I’m willing to face my own ugly cabinets are the days I actually move forward. What about you — do you regularly face your “dungeon,” or do you keep those cabinets locked tight?

Camus

81,178 views • 3 months ago