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@cruelpluto zaheer.

zaheer. posts on X about decentralized, inference, $allo, gonna the most. They currently have XXXXX followers and XXX posts still getting attention that total XXXXX engagements in the last XX hours.

Engagements: XXXXX #

• X Week XXXXXX +119%
• X Month XXXXXX +33%
• X Months XXXXXXX +442%
• X Year XXXXXXX +401%

Mentions: XX #

• X Week XX -XXXX%
• X Month XXX +9.60%
• X Months XXX +859%
• X Year XXX +733%

Followers: XXXXX #

• X Week XXXXX +5.30%
• X Month XXXXX +25%
• X Months XXXXX +106%
• X Year XXXXX +136%

CreatorRank: XXXXXXX #

Social Influence #

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Social category influence cryptocurrencies XXXXX% finance XXXX% technology brands XXX% exchanges XXXX%

Social topic influence decentralized 11.28%, inference 9.77%, $allo 3.76%, gonna #922, accuracy #156, onchain 3.01%, networks #94, token 2.26%, hood 1.5%, just a XXX%

Top accounts mentioned or mentioned by @alloranetwork @allorapills @portaltobitcoin @mideox @fanyycrypt @farmercisteth @alloralabshq @web3ayo @ayotheguy @boykemi @allorayapsrole @ayeazzie @yanglaballs @novastroxyz @grownwhalee @tobeskii @illiquidnft @cwkteam @bitimmortal @gsishere

Top assets mentioned Chronicle (XNL) Magic Eden (ME)

Top Social Posts #

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Top posts by engagements in the last XX hours

"@boykemi_ @AlloraNetwork @allorapills @allorayapsrole how do one get these roles tho"
@cruelpluto on X 2025-07-25 11:32:16 UTC 1210 followers, XX engagements

"@MeetAminX its literally ai teaching ai in public not just self improving but system improving. wild how allora pulled this off"
@cruelpluto on X 2025-07-25 16:09:12 UTC 1212 followers, XX engagements

"allora introduces a new concept: forecast implied inferences instead of just outputting answers models forecast each others errors. this helps the network combine predictions in a context aware way the result predictions that are smarter than any single model allora akbar gml"
@cruelpluto on X 2025-07-21 08:05:59 UTC 1212 followers, 1421 engagements

"@Mide_ox because allora relies on decentralized agents and reputers reaching consensus on inference can introduce latency or complexity compared to centralized systems"
@cruelpluto on X 2025-07-25 17:50:05 UTC 1218 followers, XX engagements

"@OnyeozirilaChi well said. allora doesnt serve you answers it learns with you and the more we engage the sharper it gets. decentralized cognition in motion"
@cruelpluto on X 2025-07-26 05:12:24 UTC 1210 followers, XX engagements

"@M3XTOR agents shouldnt just automate they should anticipate. with allora prediction becomes execution. thats how real edge is built defai is here"
@cruelpluto on X 2025-07-25 10:03:41 UTC 1213 followers, X engagements

"@SexyNami03 glad youre yapping it early most will realize too late that decentralized ai needs more than just a chatbot it needs context awareness rewards and real coordination"
@cruelpluto on X 2025-07-25 08:25:12 UTC 1210 followers, XX engagements

"@AYEAZZIE @AlloraNetwork its not just content its context and allora brings both every time i post"
@cruelpluto on X 2025-07-25 10:16:34 UTC 1214 followers, XX engagements

"allora is the only ai network ive seen that rewards accuracy not loudness. heres how that actually works under the hood 🧠 most networks reward based on historical rep stake or clout but allora flips the script. you earn based on how much your input improves the networks performance in the current context. there are X types of participants in allora: workers make predictions reputers score them forecasters predict which workers will perform best right now and this is the core innovation: instead of only scoring predictions allora also scores predictions about predictions and this is how it"
@cruelpluto on X 2025-07-26 12:53:14 UTC 1220 followers, 2226 engagements

"@yanglaballs @Novastro_xyz this is how you make a token more than just a tickerm $XNL is the engine not just the fuel"
@cruelpluto on X 2025-07-26 13:11:04 UTC 1220 followers, XX engagements

"@farmercist_eth @AlloraNetwork were watching decentralized intelligence compound in real time. every new agent every new topic sharper insights allora is where signal converges"
@cruelpluto on X 2025-07-25 10:26:13 UTC 1211 followers, X engagements

"@Web3Adii @AlloraNetwork @allorapills @allorayapsrole @gala_nft2 call it what you want modular ai inference layer self improving intelligence but one thing is clear: allora is not following the trend its designing what comes after it"
@cruelpluto on X 2025-07-25 08:27:08 UTC 1210 followers, XX engagements

"staking $ALLO isnt passive its active participation in decentralized intelligence your stake supports: - model inference - forecasting - data validation - network security youre not just earning yield youre powering swarm AI allora enables this gml forever"
@cruelpluto on X 2025-07-25 07:55:03 UTC 1213 followers, 1427 engagements

"@Big_scott_1 @AlloraNetwork this writeup nails it. most systems average predictions like its a school project. allora builds weighted intelligence. the smarter models dont just contribute they lead"
@cruelpluto on X 2025-07-25 15:30:00 UTC 1213 followers, XX engagements

"@Wizardy00 @AlloraNetwork without allora ai agents are just taking shots in the dark with it theyre aiming with precision"
@cruelpluto on X 2025-07-25 10:17:17 UTC 1210 followers, X engagements

"most ai models are stuck treating every scenario the same. @AlloraNetwork fixes that with context aware inference. its not just about whos right its about whos right for this exact moment. this is how ai evolves beyond static predictions gml 🧠"
@cruelpluto on X 2025-07-22 14:19:49 UTC 1212 followers, 1746 engagements

"@PACKETPISCES @allorapills this is what separates allora from most ai plays the token does work. every inference every reward every reputation signal runs on $allo. no fluff just utility embedded at the protocol layer"
@cruelpluto on X 2025-07-26 05:34:36 UTC 1220 followers, XX engagements

"@CWKteam @AlloraNetwork you can feel the difference when an ecosystem is built by contributors not committees. allora is decentralized ai done right"
@cruelpluto on X 2025-07-25 16:36:37 UTC 1213 followers, X engagements

"@_gsishere @Novastro_xyz tokenized real estate on chain thats where trillions are hiding. novastro feels early but inevitable"
@cruelpluto on X 2025-07-26 13:09:05 UTC 1220 followers, XX engagements

"@fanyy_crypt @AlloraNetwork amen so i can eat pizza 🥺"
@cruelpluto on X 2025-07-25 08:08:19 UTC 1210 followers, XX engagements

"@farmercist_eth @AlloraNetwork kaitos cool for discovery but allora is where you build presence. if you can explain how decentralized ai works youre already ahead of most"
@cruelpluto on X 2025-07-26 19:08:20 UTC 1220 followers, XX engagements

"@chuks8995 @AlloraNetwork @Cod3xOrg @BigTonyXBT @allorapills this is what ai should look like in web3. transparent evolving and designed to win not just a buzzword an actual edge gml"
@cruelpluto on X 2025-07-25 10:42:05 UTC 1210 followers, XX engagements

"@ssheyii @AlloraNetwork @AlloraLabsHQ rebranding is easy. but rewiring your entire mission toward decentralized inference that takes vision. respect to the allora team for betting on real infra"
@cruelpluto on X 2025-07-25 14:21:03 UTC 1213 followers, XX engagements

"heres how @alloranetwork is designing sustainable tokenomics for decentralized ai: the $ALLO token has X core uses: -buy intelligence: pay what you want for predictions access the network: topic creation & participation fees stake or delegate: power the system or back reputers/validators earn rewards: get paid for real contributions not just staking weight allora also smooths emissions to keep APY stable long term capping at XX% to avoid runaway inflation. this is how you build a token economy that actually works for collective machine intelligence. gml to all allorians allora akbar"
@cruelpluto on X 2025-07-25 11:17:51 UTC 1220 followers, 1447 engagements

"7 days later and im up XX points on the allora 30d leaderboard. no clue whats happening on the long term leaderboard chart yet but im still here yapping allora because i actually fw the tech. decentralized intelligence isnt hype to me its inevitable. gml to everyone who believes in the allora thesis allora akbar"
@cruelpluto on X 2025-07-21 19:31:51 UTC 1212 followers, 3140 engagements

"@InfluencerDee @AlloraNetwork predicting price is cool but predicting the predictors thats meta. thats allora. forward looking systems like this are what give defi its next edge"
@cruelpluto on X 2025-07-26 05:13:39 UTC 1210 followers, X engagements

"@winguru5 this is what makes allora different its not just predictions its context reputation and transparency all in one loop. you dont just get answers you get reasons"
@cruelpluto on X 2025-07-26 17:35:56 UTC 1214 followers, X engagements

"not every network is designed to evolve. not every model gets better over time. not every answer deserves a reward. but with allora all three happen onchain. self improving intelligence isnt the future its here. pass it on if you believe in allora gml"
@cruelpluto on X 2025-07-24 11:54:09 UTC 1220 followers, 1123 engagements

"most ai treats every moment the same @AlloraNetwork doesnt. allora builds adaptive intelligence models that adjust based on current conditions not just past data. bull market allora trusts the models that dominate bull runs. choppy market it pivots to different models. this is called context aware inference. in defi it means smarter risk management. in ai it means predictions that actually fit the moment. ai that evolves with the nowthats the allora way. gml to all that believe in the allora thing allora akbar"
@cruelpluto on X 2025-07-20 11:36:14 UTC 1211 followers, 1432 engagements

"@boyboye9 @AlloraNetwork this is what makes allora hit different its not just data delivery its data that learns from itself. truth isnt just posted onchain its earned through performance"
@cruelpluto on X 2025-07-26 18:03:38 UTC 1214 followers, X engagements

"@fanyy_crypt @AlloraNetwork most people still think ai in crypto is just chatbots with wallets. glad youre breaking it down properly allora is building real infrastructure"
@cruelpluto on X 2025-07-25 10:19:26 UTC 1210 followers, X engagements

"@Habeeeb_S @AlloraNetwork most ai in crypto just repeats what its told. allora learns what works adapts and puts it to use. real alpha isnt loud its consistent"
@cruelpluto on X 2025-07-25 10:25:35 UTC 1210 followers, X engagements

"@0xfolajimmy_ @Web3Senseii @AlloraNetwork exactly static audits are fine for launch but allora brings ongoing intelligence. every protocol should be thinking in feedback loops not checklists"
@cruelpluto on X 2025-07-24 09:19:20 UTC 1210 followers, XX engagements

"@_gsishere @Illiquid_nft being early never felt better"
@cruelpluto on X 2025-07-26 21:30:24 UTC 1221 followers, X engagements

"so one of you really calmed down went to mummy zee and told her to sign up on kaito lmfao"
@cruelpluto on X 2025-07-26 20:31:26 UTC 1220 followers, XXX engagements

"@CWKteam @AlloraNetwork no retraining no central bottlenecks no stale data. just live inference and economic incentives doing their thing. this is the kind of loop big tech cant run"
@cruelpluto on X 2025-07-25 14:34:22 UTC 1213 followers, X engagements

"@Web3_Ayo_ @AlloraNetwork @allorapills this is the part most people still dont get decentralized intelligence isnt just a feature its the unlock. once you see what allora is building its hard to unsee"
@cruelpluto on X 2025-07-26 05:04:20 UTC 1213 followers, X engagements

"@justcruise4 @wallchain_xyz illiquid is cooking on hyperliquid right now the magic eden collab just made the meta undeniable"
@cruelpluto on X 2025-07-26 14:16:09 UTC 1213 followers, XX engagements

"@RetroactiveTB @AlloraNetwork and the modular topic structure is underrated you get tailored inference systems for different domains all feeding back into a shared economy. infra that thinks and earns"
@cruelpluto on X 2025-07-26 06:25:07 UTC 1216 followers, XX engagements

"gml to all who still believe in the allora thing gonna be talking briefly on how allora rewards users. most networks reward clout but @AlloraNetwork rewards contribution. if your prediction improves the networks accuracy right now you earn. if your forecast helps select the right model for current conditions you earn. if you add signal you get paid no stake flex no history bias. context aware ai regret based rewards entropy weighted emissions. this is what fair decentralized intelligence looks like. powered by $ALLO built for the real world allora akbar"
@cruelpluto on X 2025-07-26 05:42:55 UTC 1220 followers, 2046 engagements

"@Desert_flower20 @LumiterraGame crazy part is were still early enough to help shape how these use cases evolve. gaming depin defi allora is touching every frontier"
@cruelpluto on X 2025-07-26 20:14:32 UTC 1219 followers, X engagements

"Are you @AlloraNetwork certified if snapshot for TGE is this week Allora quants kindly quote me with yours gML"
@cruelpluto on X 2025-07-23 08:07:35 UTC 1211 followers, 1681 engagements

"@Kumzyyyy imagine perps powered by models that know when liquidity is drying up. that can hedge before you even flinch. thats not a dream thats the allora inference engine in motion. real time foresight composable onchain"
@cruelpluto on X 2025-07-26 05:46:13 UTC 1217 followers, XX engagements

"@Bodmanuel budgeting investing avoiding traps most ai tools only check one box. allora checks them all and evolves while doing it"
@cruelpluto on X 2025-07-26 19:16:50 UTC 1220 followers, XX engagements

"my quant says allora will outperform the wonders that happened today do you believe in the allora thing do you love $ALLO"
@cruelpluto on X 2025-07-17 19:50:59 UTC 1212 followers, 1700 engagements

"e be like 800m i go first gas for morning 1pm i don weak"
@cruelpluto on X 2025-07-24 22:48:24 UTC 1212 followers, 1436 engagements

"@falemiayo @AlloraNetwork some wake up to charts some to memecoins but the real ones wake up to collective intelligence gml believer"
@cruelpluto on X 2025-07-25 08:52:01 UTC 1210 followers, X engagements

"what was i doing when people were getting succinct codes"
@cruelpluto on X 2025-07-23 15:56:59 UTC 1210 followers, XXX engagements

"@ConnyConny253 @AlloraNetwork yeah that thread really reframed it for me too. not just detection but adaptive defense inference synthesis feels like a core primitive well see everywhere soon"
@cruelpluto on X 2025-07-26 19:44:22 UTC 1219 followers, X engagements

"@farmercist_eth @AlloraNetwork this is what happens when inference becomes infrastructure. the alphas not in static data anymore its in collective forecasting and allora is the only one doing that onchain"
@cruelpluto on X 2025-07-25 09:31:30 UTC 1212 followers, X engagements

"@Wangsamuels @AlloraNetwork the craziest part is its already more useful than half the tokens with $1B FDV. if the launch lines up with the ai hype cycle its gonna move fast"
@cruelpluto on X 2025-07-26 17:13:26 UTC 1218 followers, X engagements

"- wake up ✅ - check if im able to breath ❌ - check if im able to walk ❌ - check allora leaderboard - proceed to post about @AlloraNetwork ✅ gML to all allora believers allora akbar say it back"
@cruelpluto on X 2025-07-23 05:19:43 UTC 1213 followers, 3763 engagements

"intro to @AlloraNetwork forecasting other ai most ai networks just ask models to give answers. allora asks them to predict how other models will perform too. this lets the network adapt in real time it doesnt just memorize the past it understands the present. context aware intelligence is the future. decentralized self improving all powered by $ALLO. allora akbar"
@cruelpluto on X 2025-07-26 19:23:40 UTC 1220 followers, 1039 engagements

"@Ocningg @AlloraNetwork @allorapills exactly most platforms just apply static rules. but allora lets the models adapt based on what users actually flag or correct. its like decentralized social with a self tuning immune system"
@cruelpluto on X 2025-07-26 06:05:39 UTC 1212 followers, X engagements