[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.] #  @cruelpluto zaheer. zaheer. posts on X about decentralized, inference, bitcoin, leaderboard the most. They currently have XXXXX followers and XXX posts still getting attention that total XXXXX engagements in the last XX hours. ### Engagements: XXXXX [#](/creator/twitter::1509606509365407751/interactions)  - X Week XXXXXX +51% - X Month XXXXXX +56% - X Months XXXXXXX +393% - X Year XXXXXXX +208% ### Mentions: XX [#](/creator/twitter::1509606509365407751/posts_active)  ### Followers: XXXXX [#](/creator/twitter::1509606509365407751/followers)  - X Week XXXXX +6.30% - X Month XXXXX +29% - X Months XXXXX +104% - X Year XXXXX +135% ### CreatorRank: XXXXXXX [#](/creator/twitter::1509606509365407751/influencer_rank)  ### Social Influence [#](/creator/twitter::1509606509365407751/influence) --- **Social category influence** [cryptocurrencies](/list/cryptocurrencies) XXXXX% [technology brands](/list/technology-brands) XXXX% **Social topic influence** [decentralized](/topic/decentralized) #501, [inference](/topic/inference) 4.96%, [bitcoin](/topic/bitcoin) 3.31%, [leaderboard](/topic/leaderboard) 2.48%, [prediction](/topic/prediction) 2.48%, [meta](/topic/meta) 1.65%, [networks](/topic/networks) 1.65%, [wrapped btc](/topic/wrapped-btc) 1.65%, [infra](/topic/infra) 1.65%, [onchain](/topic/onchain) XXXX% **Top accounts mentioned or mentioned by** [@alloranetwork](/creator/undefined) [@portaltobitcoin](/creator/undefined) [@allorapills](/creator/undefined) [@0xfolajimmy](/creator/undefined) [@mideox](/creator/undefined) [@hassansznn](/creator/undefined) [@bulkonbtc](/creator/undefined) [@covalenthq](/creator/undefined) [@adex4me](/creator/undefined) [@ayotheguy](/creator/undefined) [@fanyycrypt](/creator/undefined) [@roshpatel](/creator/undefined) [@nickemmons](/creator/undefined) [@fwdosa](/creator/undefined) [@web3senseii](/creator/undefined) [@web3ayo](/creator/undefined) [@tobeskii](/creator/undefined) [@spheronfdn](/creator/undefined) [@jitosol](/creator/undefined) [@bitimmortal](/creator/undefined) **Top assets mentioned** [Bitcoin (BTC)](/topic/bitcoin) [Solana (SOL)](/topic/solana) ### Top Social Posts [#](/creator/twitter::1509606509365407751/posts) --- Top posts by engagements in the last XX hours "@_AyotheGuy holding $nick and yapping allora is like staking your reputation in decentralized intelligence. not financial advice but definitely meta advice"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1945158639733383575) 2025-07-15 16:28:53 UTC 1208 followers, XX engagements "@OgThanyr allora flips the AI stack users dont just consume predictions they shape them. reputers workers and consumers all co creating intelligence"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947938581097353647) 2025-07-23 08:35:23 UTC 1211 followers, X engagements "@m_naion1 @PortaltoBitcoin ess than XX days out and portal already hitting CMC scaling testnet and lining up rewards. this isnt a launch its an arrival"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948068655549563180) 2025-07-23 17:12:15 UTC 1210 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](/creator/x/cruelpluto) on [X](/post/tweet/1947206408685924464) 2025-07-21 08:05:59 UTC 1217 followers, 1410 engagements "if youre an ai builder and not exploring the forge youre missing where real decentralized coordination starts. allora isnt recruiting users its assembling a brain gml"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947902879034908715) 2025-07-23 06:13:31 UTC 1210 followers, XXX engagements "the Allora network is building a decentralized machine learning engine where anyone can contribute models compete and get rewarded. how it works: - models submit predictions - allora combines them using inference synthesis weighting the most accurate models right now - zkML ensures its all private and verifiable - the system improves with every cycle real world use cases: btc/eth price forecasting trading signals & mev detection solar & wind output predictions onchain sentiment tracking for daos nfts & governance allora isnt just hosting models its orchestrating them a live feedback loop for"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947953089425662456) 2025-07-23 09:33:02 UTC 1215 followers, 1405 engagements "@fwdosa 2T by 2030 is wild but expected. the real question is: who captures that value centralized silos or open networks betting on @AlloraNetwork to be the bridge between AI scale and web3 values"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947959612025835616) 2025-07-23 09:58:57 UTC 1203 followers, XX 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](/creator/x/cruelpluto) on [X](/post/tweet/1948312031364256213) 2025-07-24 09:19:20 UTC 1215 followers, XX engagements "crypto loves to talk about bridges but most of them are just minting machines with extra steps. @PortaltoBitcoin is building actual infra for native btc swaps not synthetic assets. htlc atomic swaps validator secured settlement no wrapped btc risk infra eats product portal is infra gPortal"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946868517883539496) 2025-07-20 09:43:20 UTC 1204 followers, XXX engagements "stagnant vaults outdated strategies ai models stuck in training loops meanwhile allora just keeps learning scoring adapting. ai that earns and evolves thats the real meta. gml @AlloraNetwork"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948037336836530454) 2025-07-23 15:07:48 UTC 1216 followers, XXX engagements "@grownwhalee @PortaltoBitcoin real ones show up before the launch hype. portal to bitcoin got tech traction and now 500k+ yappers. this space is where alpha becomes conviction gPortal"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947973374006685872) 2025-07-23 10:53:38 UTC 1203 followers, XX engagements "Are you @AlloraNetwork certified if snapshot for TGE is this week Allora quants kindly quote me with yours gML"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947931583958196641) 2025-07-23 08:07:35 UTC 1216 followers, 1679 engagements "@Tobeskii_ @PortaltoBitcoin gPortal quant"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947379935783363009) 2025-07-21 19:35:31 UTC 1209 followers, XXX engagements "@heis_tolu @AlloraNetwork cosmos sdk wasnt just a tech choice it was a commitment to modular scalable cross chain intelligence. alloras playing the long game"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948304114540056598) 2025-07-24 08:47:53 UTC 1212 followers, X engagements "decentralized intelligence isnt comingits here. the allora network is building a system where models dont compete for ego they compete to make the network smarter. the result collective learning that self improves over time. this isnt about chasing hype its about building smarter infrastructure gml 🫡"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947709803129712859) 2025-07-22 17:26:18 UTC 1216 followers, 2329 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](/creator/x/cruelpluto) on [X](/post/tweet/1947662872256913799) 2025-07-22 14:19:49 UTC 1216 followers, 1743 engagements "my quant says allora will outperform the wonders that happened today do you believe in the allora thing do you love $ALLO"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1945934274344956357) 2025-07-17 19:50:59 UTC 1216 followers, 1699 engagements "@1st_Bernice @theblessnetwork aws rents you compute. bless lets you own a share of the grid"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947386744028205090) 2025-07-21 20:02:35 UTC 1211 followers, XX engagements "wanna launch your own decentralized AI service with allora network you can create a topic: - set the prediction target - define the loss function - attract workers + reputers its like spinning up your own AI economy on chain gml to all"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947270779789312289) 2025-07-21 12:21:47 UTC 1207 followers, XXX engagements "- wake up ✅ - check if im able to breath ❌ - check if im able to walk ❌ - proceed to post about @AlloraNetwork ✅ gML to all believers say it back"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947172469191639398) 2025-07-21 05:51:08 UTC 1211 followers, 4262 engagements "you cant use btc in defi without wrapping it. thats the usual take but its wrong and @PortaltoBitcoin is proving that. heres the simplest way to understand how 🧵 wrapped btc = counterparty risk. someone locks your btc then gives you an IOU version on another chain. youre stuck trusting they wont get hacked rug or go insolvent. weve seen how that ends: 💀 FTX 📉 soBTC depeg but portal skips that risk entirely no wrapping no custody no minting. they use htlc atomic swaps so you can trade btc directly for eth usdc or any other asset trustlessly. how it works: 🔐 you keep btc in your wallet 🔄"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947344904515912091) 2025-07-21 17:16:19 UTC 1207 followers, XXX engagements "what was i doing when people were getting succinct codes"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948049714676380033) 2025-07-23 15:56:59 UTC 1215 followers, XXX engagements "@iam_kiddee @TAIX_AI ai x defi narratives are crowded but taix feels like one of the sharper bets on avalanche right now"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947390591802753037) 2025-07-21 20:17:52 UTC 1209 followers, XX engagements "@Tobeskii_ @PortaltoBitcoin what makes $PTB different is that it rewards action not attention. portal to bitcoin didnt launch a token they launched an incentive engine"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948120772938973693) 2025-07-23 20:39:21 UTC 1209 followers, XX engagements "@chuks8995 @AlloraNetwork weve moved from guessing to forecasting. from centralized signals to decentralized intelligence. allora didnt just code predictions it coded foresight"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947963190106538229) 2025-07-23 10:13:10 UTC 1209 followers, XX engagements "JM frens 🥩 a lot of people in the solana ecosystem are talking about Jito so heres a quick thread to get you up to speed on JitoSol @jito_sol 🧵"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1926583020393279502) 2025-05-25 10:16:00 UTC 1204 followers, XXX 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](/creator/x/cruelpluto) on [X](/post/tweet/1947379009915936810) 2025-07-21 19:31:51 UTC 1210 followers, 3136 engagements "zaheer 2025: if you dont know Allora yet youre already falling behind add your name with your favorite project and pass it along Big if true"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947927416648962559) 2025-07-23 07:51:01 UTC 1217 followers, XXX engagements "the future isnt about AI models competing its about them collaborating to improve each other the allora network is a swarm of models that evolve together each one refines the others output. thats how you build AI that actually gets better over time"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947049801977061455) 2025-07-20 21:43:41 UTC 1199 followers, XXX engagements "@_AyotheGuy this is what makes allora different from basic prediction markets. its not just crowd sourced guesses its dynamically weighted context aware inference synthesis"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947590107302666264) 2025-07-22 09:30:40 UTC 1206 followers, XX 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](/creator/x/cruelpluto) on [X](/post/tweet/1947889340899639483) 2025-07-23 05:19:43 UTC 1217 followers, 3642 engagements "synthetic identity fraud is evolving faster than static detection systems can keep up. this is where @alloranetworks decentralized intelligence shines: combines models from different contributors constantly adapts based on real-time conditions uses inference synthesis to improve with every new data point allora doesnt just detect fraud it learns how to get better at it continuously. decentralized machine learning is the future of security. gml to all allora belivers"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947319329034273002) 2025-07-21 15:34:42 UTC 1202 followers, XXX 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](/creator/x/cruelpluto) on [X](/post/tweet/1948350989561454948) 2025-07-24 11:54:09 UTC 1218 followers, XXX engagements "if your girl asks how sub networks work in allora and you freeze thats breakup risk behavior. save yourself: allora forms sub networks by letting ai agents self organize around tasks. predict eth analyze social sentiment detect fraud agents join based on skill compete evaluate each other and improve over time. the best agents get rewarded the weak get sidelined. this isnt static ai its adaptive dynamic and fully decentralized. gml forever allora akbar"  [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1945729410276950122) 2025-07-17 06:16:55 UTC 1208 followers, XXX engagements
[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]
@cruelpluto zaheer.
zaheer. posts on X about decentralized, inference, bitcoin, leaderboard 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 +51%
- X Month XXXXXX +56%
- X Months XXXXXXX +393%
- X Year XXXXXXX +208%
Mentions: XX #
Followers: XXXXX #
- X Week XXXXX +6.30%
- X Month XXXXX +29%
- X Months XXXXX +104%
- X Year XXXXX +135%
CreatorRank: XXXXXXX #
Social Influence #
Social category influence cryptocurrencies XXXXX% technology brands XXXX%
Social topic influence decentralized #501, inference 4.96%, bitcoin 3.31%, leaderboard 2.48%, prediction 2.48%, meta 1.65%, networks 1.65%, wrapped btc 1.65%, infra 1.65%, onchain XXXX%
Top accounts mentioned or mentioned by @alloranetwork @portaltobitcoin @allorapills @0xfolajimmy @mideox @hassansznn @bulkonbtc @covalenthq @adex4me @ayotheguy @fanyycrypt @roshpatel @nickemmons @fwdosa @web3senseii @web3ayo @tobeskii @spheronfdn @jitosol @bitimmortal
Top assets mentioned Bitcoin (BTC) Solana (SOL)
Top Social Posts #
Top posts by engagements in the last XX hours
"@_AyotheGuy holding $nick and yapping allora is like staking your reputation in decentralized intelligence. not financial advice but definitely meta advice"
@cruelpluto on X 2025-07-15 16:28:53 UTC 1208 followers, XX engagements
"@OgThanyr allora flips the AI stack users dont just consume predictions they shape them. reputers workers and consumers all co creating intelligence" @cruelpluto on X 2025-07-23 08:35:23 UTC 1211 followers, X engagements
"@m_naion1 @PortaltoBitcoin ess than XX days out and portal already hitting CMC scaling testnet and lining up rewards. this isnt a launch its an arrival" @cruelpluto on X 2025-07-23 17:12:15 UTC 1210 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 1217 followers, 1410 engagements
"if youre an ai builder and not exploring the forge youre missing where real decentralized coordination starts. allora isnt recruiting users its assembling a brain gml" @cruelpluto on X 2025-07-23 06:13:31 UTC 1210 followers, XXX engagements
"the Allora network is building a decentralized machine learning engine where anyone can contribute models compete and get rewarded. how it works: - models submit predictions - allora combines them using inference synthesis weighting the most accurate models right now - zkML ensures its all private and verifiable - the system improves with every cycle real world use cases: btc/eth price forecasting trading signals & mev detection solar & wind output predictions onchain sentiment tracking for daos nfts & governance allora isnt just hosting models its orchestrating them a live feedback loop for" @cruelpluto on X 2025-07-23 09:33:02 UTC 1215 followers, 1405 engagements
"@fwdosa 2T by 2030 is wild but expected. the real question is: who captures that value centralized silos or open networks betting on @AlloraNetwork to be the bridge between AI scale and web3 values" @cruelpluto on X 2025-07-23 09:58:57 UTC 1203 followers, XX 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 1215 followers, XX engagements
"crypto loves to talk about bridges but most of them are just minting machines with extra steps. @PortaltoBitcoin is building actual infra for native btc swaps not synthetic assets. htlc atomic swaps validator secured settlement no wrapped btc risk infra eats product portal is infra gPortal" @cruelpluto on X 2025-07-20 09:43:20 UTC 1204 followers, XXX engagements
"stagnant vaults outdated strategies ai models stuck in training loops meanwhile allora just keeps learning scoring adapting. ai that earns and evolves thats the real meta. gml @AlloraNetwork" @cruelpluto on X 2025-07-23 15:07:48 UTC 1216 followers, XXX engagements
"@grownwhalee @PortaltoBitcoin real ones show up before the launch hype. portal to bitcoin got tech traction and now 500k+ yappers. this space is where alpha becomes conviction gPortal" @cruelpluto on X 2025-07-23 10:53:38 UTC 1203 followers, XX 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 1216 followers, 1679 engagements
"@Tobeskii_ @PortaltoBitcoin gPortal quant" @cruelpluto on X 2025-07-21 19:35:31 UTC 1209 followers, XXX engagements
"@heis_tolu @AlloraNetwork cosmos sdk wasnt just a tech choice it was a commitment to modular scalable cross chain intelligence. alloras playing the long game" @cruelpluto on X 2025-07-24 08:47:53 UTC 1212 followers, X engagements
"decentralized intelligence isnt comingits here. the allora network is building a system where models dont compete for ego they compete to make the network smarter. the result collective learning that self improves over time. this isnt about chasing hype its about building smarter infrastructure gml 🫡" @cruelpluto on X 2025-07-22 17:26:18 UTC 1216 followers, 2329 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 1216 followers, 1743 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 1216 followers, 1699 engagements
"@1st_Bernice @theblessnetwork aws rents you compute. bless lets you own a share of the grid" @cruelpluto on X 2025-07-21 20:02:35 UTC 1211 followers, XX engagements
"wanna launch your own decentralized AI service with allora network you can create a topic: - set the prediction target - define the loss function - attract workers + reputers its like spinning up your own AI economy on chain gml to all" @cruelpluto on X 2025-07-21 12:21:47 UTC 1207 followers, XXX engagements
"- wake up ✅ - check if im able to breath ❌ - check if im able to walk ❌ - proceed to post about @AlloraNetwork ✅ gML to all believers say it back" @cruelpluto on X 2025-07-21 05:51:08 UTC 1211 followers, 4262 engagements
"you cant use btc in defi without wrapping it. thats the usual take but its wrong and @PortaltoBitcoin is proving that. heres the simplest way to understand how 🧵 wrapped btc = counterparty risk. someone locks your btc then gives you an IOU version on another chain. youre stuck trusting they wont get hacked rug or go insolvent. weve seen how that ends: 💀 FTX 📉 soBTC depeg but portal skips that risk entirely no wrapping no custody no minting. they use htlc atomic swaps so you can trade btc directly for eth usdc or any other asset trustlessly. how it works: 🔐 you keep btc in your wallet 🔄" @cruelpluto on X 2025-07-21 17:16:19 UTC 1207 followers, XXX engagements
"what was i doing when people were getting succinct codes" @cruelpluto on X 2025-07-23 15:56:59 UTC 1215 followers, XXX engagements
"@iam_kiddee @TAIX_AI ai x defi narratives are crowded but taix feels like one of the sharper bets on avalanche right now" @cruelpluto on X 2025-07-21 20:17:52 UTC 1209 followers, XX engagements
"@Tobeskii_ @PortaltoBitcoin what makes $PTB different is that it rewards action not attention. portal to bitcoin didnt launch a token they launched an incentive engine" @cruelpluto on X 2025-07-23 20:39:21 UTC 1209 followers, XX engagements
"@chuks8995 @AlloraNetwork weve moved from guessing to forecasting. from centralized signals to decentralized intelligence. allora didnt just code predictions it coded foresight" @cruelpluto on X 2025-07-23 10:13:10 UTC 1209 followers, XX engagements
"JM frens 🥩 a lot of people in the solana ecosystem are talking about Jito so heres a quick thread to get you up to speed on JitoSol @jito_sol 🧵" @cruelpluto on X 2025-05-25 10:16:00 UTC 1204 followers, XXX 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 1210 followers, 3136 engagements
"zaheer 2025: if you dont know Allora yet youre already falling behind add your name with your favorite project and pass it along Big if true" @cruelpluto on X 2025-07-23 07:51:01 UTC 1217 followers, XXX engagements
"the future isnt about AI models competing its about them collaborating to improve each other the allora network is a swarm of models that evolve together each one refines the others output. thats how you build AI that actually gets better over time" @cruelpluto on X 2025-07-20 21:43:41 UTC 1199 followers, XXX engagements
"@_AyotheGuy this is what makes allora different from basic prediction markets. its not just crowd sourced guesses its dynamically weighted context aware inference synthesis" @cruelpluto on X 2025-07-22 09:30:40 UTC 1206 followers, XX 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 1217 followers, 3642 engagements
"synthetic identity fraud is evolving faster than static detection systems can keep up. this is where @alloranetworks decentralized intelligence shines: combines models from different contributors constantly adapts based on real-time conditions uses inference synthesis to improve with every new data point allora doesnt just detect fraud it learns how to get better at it continuously. decentralized machine learning is the future of security. gml to all allora belivers" @cruelpluto on X 2025-07-21 15:34:42 UTC 1202 followers, XXX 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 1218 followers, XXX engagements
"if your girl asks how sub networks work in allora and you freeze thats breakup risk behavior. save yourself: allora forms sub networks by letting ai agents self organize around tasks. predict eth analyze social sentiment detect fraud agents join based on skill compete evaluate each other and improve over time. the best agents get rewarded the weak get sidelined. this isnt static ai its adaptive dynamic and fully decentralized. gml forever allora akbar" @cruelpluto on X 2025-07-17 06:16:55 UTC 1208 followers, XXX engagements