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[@Wangsamuels](/creator/twitter/Wangsamuels)
"Most AI projects just let you hope your model works. @AlloraNetwork It makes sure it actually does. And then pays you for it. Alloras MDK = Your AI Builder Toolkit Allora has an open-source toolkit called the Model Development Kit (MDK) kind of like a starter pack for building smart prediction bots. It lets you: Build models for 7000+ crypto + stock assets Train with real market data (via Tiingo) Use proven AI tools like LSTM XGBoost Random Forest etc. Or bring your own dataset from a CSV file All you need is Python and some curiosity. Once your model is trained. You test how accurate it is"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947958114470568362) 2025-07-23 09:53:00 UTC XXX followers, XXX engagements


"@BitImmortal @AlloraNetwork @Covalent_HQ @OpenledgerHQ @SpheronFDN @AlloraLabsHQ A lot of partnerships will keep coming. Allora is powering so many dApps and protocols"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947156473618088056) 2025-07-21 04:47:34 UTC XXX followers, XX engagements


"@thriveprotocol is quietly evolving into a decentralized funding engine. Every every idea every insight is a form of signal. And that signal It can guide funding. Imagine a world where the next product protocol isnt funded by VCs but by the people who actually care. No pitch decks. No gatekeepers. Just organic demand meeting capital. Builders arent just welcome here theyre the center of the design"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945514890405298413) 2025-07-16 16:04:30 UTC XXX followers, XXX engagements


"@AlloraNetwork isnt just making AI smarter its making it accountable. Every model gets judged ranked and rewarded based on how well it performs right now not how big its name is. Its like AI with receipts. No hype. Just output. And that changes everything"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1944833838053560819) 2025-07-14 18:58:14 UTC XXX followers, XXX engagements


"Imagine a network so smart it doesn't just use AI models it judges them. Thats the role of Forecasters on @AlloraNetwork: AI that predicts which other AI models will be right before they speak. Heres the breakdown: Data Indexing: Pulls historical inference performance from chain Model Training: Uses LightGBM XGBoost & others to learn model patterns Prediction Engine: Forecasts which contributors are likely to be correct Scoring System: Rewards precision + novelty not copy-paste logic Full Transparency: MAE RMSE R the whole diagnostic suite This isnt model stacking. Its model judgment and it"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948017759087931713) 2025-07-23 13:50:00 UTC XXX followers, XXX engagements


"Most AI gives you a single answer. @AlloraNetwork gives you the best answer by letting many models compete collaborate and learn from real-world outcomes. Its not just smart its self-improving. Thats what makes Allora feel less like a tool. and more like a network that thinks. gML Allorians"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1946407681566097411) 2025-07-19 03:12:08 UTC XXX followers, XXX engagements


"@za_heer_ @avax @uptop_xyz This is very awesome"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947111061855072638) 2025-07-21 01:47:07 UTC XXX followers, XX engagements


"@ifeoluwadat @thriveprotocol @Sentism_ai Thrive Hedera funding program is currently funding so many builders with good milestone"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948380392186118247) 2025-07-24 13:50:59 UTC XXX followers, XX engagements


"@0xFeetPic I'm always studying Allora because it will power the $1.8Trn AI economy"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945375619476271606) 2025-07-16 06:51:05 UTC XXX followers, XX engagements


"@badboyLarin @AlloraNetwork Allora is the future of true Decentralized intelligence"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948083624726729087) 2025-07-23 18:11:44 UTC XXX followers, X engagements


"@Web3Kyami @AlloraNetwork @AlloraLabsHQ @allorapills Allora is ALLO is the token that powers the Allora ecosystem and handles the reward and payment for models. Allora token is not just another token but the future of DeFi and AI payment solution"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947367968158912829) 2025-07-21 18:47:58 UTC XXX followers, XX engagements


"gML @NiphermeDave We keep preaching about Allora decentralized AI"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948434396417081829) 2025-07-24 17:25:34 UTC XXX followers, 1240 engagements


"Allora might launch by August 10th. Are you ready for @AlloraNetwork takeover"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948060521812639936) 2025-07-23 16:39:56 UTC XXX followers, XXX engagements


"@Payor_15 @AlloraNetwork Allora is going to explode with the $1.8Trn AI market"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945382754708840603) 2025-07-16 07:19:26 UTC XXX followers, XX engagements


"@Amirirh1 @AlloraNetwork @AlloraLabsHQ @GlobalCryptoFed Allora is about to plug into the $1.8Trn AI market powerfully"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945759886546985298) 2025-07-17 08:18:02 UTC XXX followers, XX engagements


"BigONE exchange just lost $27M in a hot wallet exploit. Server logic was infiltrated slipped through unnoticed and drained funds in BTC ETH TRON & more. Security audits Already done. Firewalls In place. Still wasnt enough. The truth DeFi needs reactive defense not just preventive measures. Thats where @DroseraNetwork steps in. Their Traps dont just monitor they react. Real-time triggers Automated freezes Instant mitigation In the time it took to detect the hack Traps wouldve already shut it down"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945380260901740559) 2025-07-16 07:09:32 UTC XXX followers, XXX engagements


"Everybody should help me thank @Rizzy_az He blessed me with his TacBuild win Much love brother ♥🥹"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945159501755130189) 2025-07-15 16:32:19 UTC XXX followers, XXX engagements


"Most funding platforms hand out grants and hope for the best. @thriveprotocol makes funding a live measurable signal. Builders dont just apply they show proof of work in real time. Their contributions are tracked verified and surfaced publicly. And the result ➤ Funding flows to those actually building ➤ Investors discover talent with traction ➤ Projects gain visibility by doing not just pitching With over $3.2M already flowing and $100M planned ahead @thriveprotocol is turning attention into access and progress into funding. This is what happens when Web3 backs its builders with proof not"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947543632912818282) 2025-07-22 06:26:00 UTC XXX followers, XXX engagements


"@abigailamu_ @AlloraNetwork Allora is the future of AI"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948068481246621928) 2025-07-23 17:11:33 UTC XXX followers, XX engagements


"I am bullish on @AlloraNetwork as the alpha in the AI ecosystem Pass it on"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947662790640210304) 2025-07-22 14:19:29 UTC XXX followers, 2696 engagements


"I have so much belief in @AlloraNetwork Pass it on"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947255693032968281) 2025-07-21 11:21:50 UTC XXX followers, 2399 engagements


"Every decentralized network has miners. Every social protocol has posters. But @AlloraNetwork has something different: thinkers. Not just humans building but models evolving. And heres the twist: the smarter they get the more the network adapts. Each epoch every prediction every stake. recalibrates the hive. This isnt AI that sits in a lab. This is machine intelligence that participates verifies itself and earns rewards publicly and onchain. Imagine a world where forecasting gas prices DAO votes or real-world trends doesnt come from a black box but from a transparent swarm of models checking"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948297496297443379) 2025-07-24 08:21:35 UTC XXX followers, XXX engagements


"@0xfolajimmy_ @AlloraNetwork Allora trains it models multiple times in a day just to get better"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948232484404998539) 2025-07-24 04:03:15 UTC XXX followers, XX engagements


"AI isnt valuable because it knows things. Its valuable when it gets things right repeatedly. Thats where @AlloraNetwork stands out. Its not a single model making static predictions. Its a dynamic network where models are: ➤ Tested live ➤ Ranked by accuracy ➤ Paid in $ALLO when they deliver The more they learn the better they perform. The better they perform the more they earn. This is how machine intelligence evolves onchain in real time and open to everyone"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947583647629840559) 2025-07-22 09:05:00 UTC XXX followers, XXX engagements


".@AlloraNetwork will take over the entire AI ecosystem. If you believe it pass it on"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948059309486592299) 2025-07-23 16:35:07 UTC XXX followers, 2644 engagements


"@chris_chann_ @AlloraNetwork @NiphermeDave @Cryptowithkhan @Param_eth @chuks8995 Keep going bruh"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947915613529133549) 2025-07-23 07:04:07 UTC XXX followers, XX engagements


"My face when someone says theyve never heard of @AlloraNetworks decentralized AI"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948266344618795049) 2025-07-24 06:17:48 UTC XXX followers, XXX engagements


"Did you know @thriveprotocol automates funding based on real milestones not politics Builders get Thrive Certified proving value once ➜ then unlock funding- up to $250K per project across multiple ecosystems like ApeCoin Arbitrum Optimism Boba & more. No reapplying for each DAO. Plus Guardians earn for reviewing and validating. Checks & balances powered by decentralized AI governance. Its grant-giving optimized"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1945006730024222734) 2025-07-15 06:25:15 UTC XXX followers, XXX engagements


"Most AI platforms today are closed off centralized and powered by a single model trained months ago on static data. @AlloraNetwork breaks that mold completely. Its not one model making predictions. Its a network of thousands of models each competing collaborating and constantly improving powered by real-time onchain feedback. Heres the part that sets Allora apart: Models are scored block by block based on real outcomes The network dynamically re-weights predictions improving accuracy over time Early tests show up to 3050% improvement in forecast precision when combining model outputs vs."  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1946645635350061350) 2025-07-19 18:57:41 UTC XXX followers, 1226 engagements


"Everyones building AI to sound smart. @AlloraNetwork is building AI to be smart and useful. Not just answers. ➤ Forecasts tied to context ➤ Predictions tested live ➤ Models rewarded for being actually right No black-box vibes. No buzzword soup. Just a decentralized system where the best intelligence rises learns and gets better together. This isnt AI as a product. Its AI as an evolving public good"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947506892676170061) 2025-07-22 04:00:00 UTC XXX followers, XXX engagements


"Most people chase better prompts. @AlloraNetwork chases better performance. In Allora AI models dont just output answers. They get scored ranked and paid based on how well they perform in the real world. But heres what sets it apart: ➤ Every prediction is made within a Topic ➤ Each Topic is context-aware and evolving ➤ $ALLO ties it all together from inference to staking to rewards Its not prompt engineering. Its incentive engineering for a smarter decentralized intelligence layer that actually learns"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947212452967432373) 2025-07-21 08:30:00 UTC XXX followers, XXX engagements


"Drosera Network has raised $4.75M to redefine how DAOs govern and execute power onchain. 🔹 Initial round: $1.5M (Feb 2024) 🔹 Recent round: $3.25M led by Greenfield Capital 🔹 Backed by Anagram Paper Ventures Arrington Capital UDHC Pulsar Why the hype Because Drosera is solving one of the biggest problems in crypto governance: "Most DAO votes are just signals nothing actually happens after the vote." Drosera fixes that. Their governance modules can execute actions directly onchain across any app or protocol. That means: No more toothless votes No more off-chain coordination bottlenecks Full"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947916842200101204) 2025-07-23 07:09:00 UTC XXX followers, XXX engagements


"@BitImmortal @SeiNetwork $SEI is going higher from here"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1947518524479725898) 2025-07-22 04:46:14 UTC XXX followers, XX engagements


"@abigailamu_ @AlloraNetwork The most accurate models get the most reward that's how it works with models built on Allora"  
![@Wangsamuels Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1324351412172660737.png) [@Wangsamuels](/creator/x/Wangsamuels) on [X](/post/tweet/1948306270340964834) 2025-07-24 08:56:27 UTC XXX followers, XX engagements