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# ![@cruelpluto Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1509606509365407751.png) @cruelpluto zaheer.

zaheer. posts on X about decentralized, inference, bitcoin, prediction 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)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1509606509365407751/c:line/m:interactions.svg)

- X Week XXXXXX +51%
- X Month XXXXXX +56%
- X Months XXXXXXX +393%
- X Year XXXXXXX +208%

### Mentions: XX [#](/creator/twitter::1509606509365407751/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1509606509365407751/c:line/m:posts_active.svg)


### Followers: XXXXX [#](/creator/twitter::1509606509365407751/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1509606509365407751/c:line/m:followers.svg)

- X Week XXXXX +6.30%
- X Month XXXXX +29%
- X Months XXXXX +104%
- X Year XXXXX +135%

### CreatorRank: XXXXXXX [#](/creator/twitter::1509606509365407751/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1509606509365407751/c:line/m:influencer_rank.svg)

### Social Influence [#](/creator/twitter::1509606509365407751/influence)
---

**Social category influence**
[cryptocurrencies](/list/cryptocurrencies)  [technology brands](/list/technology-brands)  [finance](/list/finance) 

**Social topic influence**
[decentralized](/topic/decentralized) #277, [inference](/topic/inference) #33, [bitcoin](/topic/bitcoin), [prediction](/topic/prediction), [leaderboard](/topic/leaderboard) #245, [stack](/topic/stack), [wrapped btc](/topic/wrapped-btc), [infra](/topic/infra), [3m](/topic/3m), [meta](/topic/meta)

**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

"@itzdonlexy3 @Illiquid_nft cautious optimism is the only way to play this game. nftfi isnt just about new ideas its about staying power"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947390487628853395) 2025-07-21 20:17:27 UTC 1211 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947049801977061455) 2025-07-20 21:43:41 UTC 1199 followers, XXX engagements


"@HassanSZNN @PortaltoBitcoin btc maxis asked for trustless swaps portal delivered. no custodians no middlemen just bitcoin doing bitcoin things gPortal ser"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947173874518409360) 2025-07-21 05:56:43 UTC 1195 followers, XX engagements


"@second_samuel most people talk about scaling l2s cysic is scaling the entire zk stack. compute layer hardware provers. if you know you know"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947388533171491063) 2025-07-21 20:09:41 UTC 1196 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947590107302666264) 2025-07-22 09:30:40 UTC 1206 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947953089425662456) 2025-07-23 09:33:02 UTC 1203 followers, 1357 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946868517883539496) 2025-07-20 09:43:20 UTC 1204 followers, XXX engagements


"@Mide_ox @AlloraNetwork i think its that shadowban thing cause after i got back from it my 3m etc ranking went funny too"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946907383122288846) 2025-07-20 12:17:46 UTC 1195 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948037336836530454) 2025-07-23 15:07:48 UTC 1202 followers, XXX engagements


"- wake up โœ… - check if im able to breath โŒ - check if im able to walk โŒ - check allora leaderboard - proceed to post about @AlloraNetwork โœ… gML to all allora believers allora akbar say it back"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947889340899639483) 2025-07-23 05:19:43 UTC 1202 followers, 2864 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948068655549563180) 2025-07-23 17:12:15 UTC 1211 followers, XX engagements


"@Tobeskii_ @PortaltoBitcoin gPortal quant"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947379935783363009) 2025-07-21 19:35:31 UTC 1209 followers, XXX engagements


"@BitImmortal @AlloraNetwork @Covalent_HQ @OpenledgerHQ @SpheronFDN @AlloraLabsHQ covalent openledger and spheron joining means allora isnt just theory its infrastructure. the ai layer is going live"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947249834164879476) 2025-07-21 10:58:33 UTC 1206 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947379009915936810) 2025-07-21 19:31:51 UTC 1210 followers, 3136 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947319329034273002) 2025-07-21 15:34:42 UTC 1202 followers, XXX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947902879034908715) 2025-07-23 06:13:31 UTC 1208 followers, XXX engagements


"Are you @AlloraNetwork certified if snapshot for TGE is this week Allora quants kindly quote me with yours gML"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947931583958196641) 2025-07-23 08:07:35 UTC 1203 followers, 1402 engagements


"what was i doing when people were getting succinct codes"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948049714676380033) 2025-07-23 15:56:59 UTC 1202 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947390591802753037) 2025-07-21 20:17:52 UTC 1209 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1945729410276950122) 2025-07-17 06:16:55 UTC 1208 followers, XXX engagements


"@_AyotheGuy holding $nick and yapping allora is like staking your reputation in decentralized intelligence. not financial advice but definitely meta advice"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1945158639733383575) 2025-07-15 16:28:53 UTC 1208 followers, XX 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 ๐Ÿงต 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: ๐Ÿ’€ FTX ๐Ÿ“‰ 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: ๐Ÿ” you keep btc in your wallet ๐Ÿ”„"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947344904515912091) 2025-07-21 17:16:19 UTC 1207 followers, XXX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1948120772938973693) 2025-07-23 20:39:21 UTC 1203 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947963190106538229) 2025-07-23 10:13:10 UTC 1209 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947927416648962559) 2025-07-23 07:51:01 UTC 1211 followers, XXX engagements


"@0xNotFunn this is bigger than plugging chatgpt into defi dashboards. allora builds the system where models become active network participants"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947250018953425354) 2025-07-21 10:59:17 UTC 1194 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947973374006685872) 2025-07-23 10:53:38 UTC 1203 followers, XX 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 ๐Ÿง "  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947662872256913799) 2025-07-22 14:19:49 UTC 1203 followers, 1740 engagements


"JM frens ๐Ÿฅฉ 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 ๐Ÿงต"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1926583020393279502) 2025-05-25 10:16:00 UTC 1209 followers, XXX 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 ๐Ÿซก"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947709803129712859) 2025-07-22 17:26:18 UTC 1203 followers, 2284 engagements


"@KingKens4 @AlloraNetwork this isnt chatgpt wrapped in crypto this is live forecasting with feedback loops and allora runs the layer"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947325220672418092) 2025-07-21 15:58:06 UTC 1189 followers, XX engagements


"@ChainlinkMongol @AlloraNetwork either ways just try to find what works best w allora"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1944468203557867869) 2025-07-13 18:45:20 UTC 1196 followers, XX engagements


"@Mide_ox @AlloraNetwork that 3M ranking is definitely not correct abi"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946904887326834801) 2025-07-20 12:07:51 UTC 1195 followers, XX 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946896928618561750) 2025-07-20 11:36:14 UTC 1195 followers, 1423 engagements


"@OgThanyr allora flips the AI stack users dont just consume predictions they shape them. reputers workers and consumers all co creating intelligence"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947938581097353647) 2025-07-23 08:35:23 UTC 1204 followers, X engagements


"@boykemi_ allora is building a decentralized ai network where models compete collaborate and get paid to make better predictions in real time"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946809773183144032) 2025-07-20 05:49:54 UTC 1190 followers, XX engagements


"@1st_Bernice @theblessnetwork aws rents you compute. bless lets you own a share of the grid"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947386744028205090) 2025-07-21 20:02:35 UTC 1211 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947206408685924464) 2025-07-21 08:05:59 UTC 1204 followers, 1409 engagements


"- wake up โœ… - check if im able to breath โŒ - check if im able to walk โŒ - proceed to post about @AlloraNetwork โœ… gML to all believers say it back"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947172469191639398) 2025-07-21 05:51:08 UTC 1211 followers, 4262 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947959612025835616) 2025-07-23 09:58:57 UTC 1203 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 Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1947270779789312289) 2025-07-21 12:21:47 UTC 1207 followers, XXX engagements


"gml allorians AI + DeFi isnt just about price feeds the allora network enables adaptive AI for: real time RWA pricing decentralized insurance models smarter liquidation engines yield strategy optimization this is what DeFi with memory looks like allora helped enabled that allora akbar"  
![@cruelpluto Avatar](https://lunarcrush.com/gi/w:16/cr:twitter::1509606509365407751.png) [@cruelpluto](/creator/x/cruelpluto) on [X](/post/tweet/1946783062672695391) 2025-07-20 04:03:46 UTC 1195 followers, 1604 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 Avatar @cruelpluto zaheer.

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

Engagements: XXXXX #

Engagements Line Chart

  • X Week XXXXXX +51%
  • X Month XXXXXX +56%
  • X Months XXXXXXX +393%
  • X Year XXXXXXX +208%

Mentions: XX #

Mentions Line Chart

Followers: XXXXX #

Followers Line Chart

  • X Week XXXXX +6.30%
  • X Month XXXXX +29%
  • X Months XXXXX +104%
  • X Year XXXXX +135%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence #


Social category influence cryptocurrencies technology brands finance

Social topic influence decentralized #277, inference #33, bitcoin, prediction, leaderboard #245, stack, wrapped btc, infra, 3m, meta

Top assets mentioned Bitcoin (BTC) Solana (SOL)

Top Social Posts #


Top posts by engagements in the last XX hours

"@itzdonlexy3 @Illiquid_nft cautious optimism is the only way to play this game. nftfi isnt just about new ideas its about staying power"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 20:17:27 UTC 1211 followers, XX 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 Avatar @cruelpluto on X 2025-07-20 21:43:41 UTC 1199 followers, XXX engagements

"@HassanSZNN @PortaltoBitcoin btc maxis asked for trustless swaps portal delivered. no custodians no middlemen just bitcoin doing bitcoin things gPortal ser"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 05:56:43 UTC 1195 followers, XX engagements

"@second_samuel most people talk about scaling l2s cysic is scaling the entire zk stack. compute layer hardware provers. if you know you know"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 20:09:41 UTC 1196 followers, XX 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 Avatar @cruelpluto on X 2025-07-22 09:30:40 UTC 1206 followers, XX 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 Avatar @cruelpluto on X 2025-07-23 09:33:02 UTC 1203 followers, 1357 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 Avatar @cruelpluto on X 2025-07-20 09:43:20 UTC 1204 followers, XXX engagements

"@Mide_ox @AlloraNetwork i think its that shadowban thing cause after i got back from it my 3m etc ranking went funny too"
@cruelpluto Avatar @cruelpluto on X 2025-07-20 12:17:46 UTC 1195 followers, XX 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 Avatar @cruelpluto on X 2025-07-23 15:07:48 UTC 1202 followers, XXX engagements

"- wake up โœ… - check if im able to breath โŒ - check if im able to walk โŒ - check allora leaderboard - proceed to post about @AlloraNetwork โœ… gML to all allora believers allora akbar say it back"
@cruelpluto Avatar @cruelpluto on X 2025-07-23 05:19:43 UTC 1202 followers, 2864 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 Avatar @cruelpluto on X 2025-07-23 17:12:15 UTC 1211 followers, XX engagements

"@Tobeskii_ @PortaltoBitcoin gPortal quant"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 19:35:31 UTC 1209 followers, XXX engagements

"@BitImmortal @AlloraNetwork @Covalent_HQ @OpenledgerHQ @SpheronFDN @AlloraLabsHQ covalent openledger and spheron joining means allora isnt just theory its infrastructure. the ai layer is going live"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 10:58:33 UTC 1206 followers, XX 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 Avatar @cruelpluto on X 2025-07-21 19:31:51 UTC 1210 followers, 3136 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 Avatar @cruelpluto on X 2025-07-21 15:34:42 UTC 1202 followers, XXX 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 Avatar @cruelpluto on X 2025-07-23 06:13:31 UTC 1208 followers, XXX engagements

"Are you @AlloraNetwork certified if snapshot for TGE is this week Allora quants kindly quote me with yours gML"
@cruelpluto Avatar @cruelpluto on X 2025-07-23 08:07:35 UTC 1203 followers, 1402 engagements

"what was i doing when people were getting succinct codes"
@cruelpluto Avatar @cruelpluto on X 2025-07-23 15:56:59 UTC 1202 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 Avatar @cruelpluto on X 2025-07-21 20:17:52 UTC 1209 followers, XX 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 Avatar @cruelpluto on X 2025-07-17 06:16:55 UTC 1208 followers, XXX engagements

"@_AyotheGuy holding $nick and yapping allora is like staking your reputation in decentralized intelligence. not financial advice but definitely meta advice"
@cruelpluto Avatar @cruelpluto on X 2025-07-15 16:28:53 UTC 1208 followers, XX 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 ๐Ÿงต 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: ๐Ÿ’€ FTX ๐Ÿ“‰ 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: ๐Ÿ” you keep btc in your wallet ๐Ÿ”„"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 17:16:19 UTC 1207 followers, XXX 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 Avatar @cruelpluto on X 2025-07-23 20:39:21 UTC 1203 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 Avatar @cruelpluto on X 2025-07-23 10:13:10 UTC 1209 followers, XX 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 Avatar @cruelpluto on X 2025-07-23 07:51:01 UTC 1211 followers, XXX engagements

"@0xNotFunn this is bigger than plugging chatgpt into defi dashboards. allora builds the system where models become active network participants"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 10:59:17 UTC 1194 followers, XX 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 Avatar @cruelpluto on X 2025-07-23 10:53:38 UTC 1203 followers, XX 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 ๐Ÿง "
@cruelpluto Avatar @cruelpluto on X 2025-07-22 14:19:49 UTC 1203 followers, 1740 engagements

"JM frens ๐Ÿฅฉ 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 ๐Ÿงต"
@cruelpluto Avatar @cruelpluto on X 2025-05-25 10:16:00 UTC 1209 followers, XXX 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 ๐Ÿซก"
@cruelpluto Avatar @cruelpluto on X 2025-07-22 17:26:18 UTC 1203 followers, 2284 engagements

"@KingKens4 @AlloraNetwork this isnt chatgpt wrapped in crypto this is live forecasting with feedback loops and allora runs the layer"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 15:58:06 UTC 1189 followers, XX engagements

"@ChainlinkMongol @AlloraNetwork either ways just try to find what works best w allora"
@cruelpluto Avatar @cruelpluto on X 2025-07-13 18:45:20 UTC 1196 followers, XX engagements

"@Mide_ox @AlloraNetwork that 3M ranking is definitely not correct abi"
@cruelpluto Avatar @cruelpluto on X 2025-07-20 12:07:51 UTC 1195 followers, XX 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 Avatar @cruelpluto on X 2025-07-20 11:36:14 UTC 1195 followers, 1423 engagements

"@OgThanyr allora flips the AI stack users dont just consume predictions they shape them. reputers workers and consumers all co creating intelligence"
@cruelpluto Avatar @cruelpluto on X 2025-07-23 08:35:23 UTC 1204 followers, X engagements

"@boykemi_ allora is building a decentralized ai network where models compete collaborate and get paid to make better predictions in real time"
@cruelpluto Avatar @cruelpluto on X 2025-07-20 05:49:54 UTC 1190 followers, XX engagements

"@1st_Bernice @theblessnetwork aws rents you compute. bless lets you own a share of the grid"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 20:02:35 UTC 1211 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 Avatar @cruelpluto on X 2025-07-21 08:05:59 UTC 1204 followers, 1409 engagements

"- wake up โœ… - check if im able to breath โŒ - check if im able to walk โŒ - proceed to post about @AlloraNetwork โœ… gML to all believers say it back"
@cruelpluto Avatar @cruelpluto on X 2025-07-21 05:51:08 UTC 1211 followers, 4262 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 Avatar @cruelpluto on X 2025-07-23 09:58:57 UTC 1203 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 Avatar @cruelpluto on X 2025-07-21 12:21:47 UTC 1207 followers, XXX engagements

"gml allorians AI + DeFi isnt just about price feeds the allora network enables adaptive AI for: real time RWA pricing decentralized insurance models smarter liquidation engines yield strategy optimization this is what DeFi with memory looks like allora helped enabled that allora akbar"
@cruelpluto Avatar @cruelpluto on X 2025-07-20 04:03:46 UTC 1195 followers, 1604 engagements

creator/x::cruelpluto
/creator/x::cruelpluto