[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.] #  @kengdaica Keng Keng posts on X about ai, onchain, ethereum, usdc 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::1297343586984321024/interactions)  - X Week XXXXXX +1.90% - X Month XXXXXXX -XX% - X Months XXXXXXXXX +5,214% - X Year XXXXXXXXX +91,540% ### Mentions: XX [#](/creator/twitter::1297343586984321024/posts_active)  - X Week XXX -XX% - X Month XXXXX +1.10% - X Months XXXXX +3,426% - X Year XXXXX +54,456% ### Followers: XXXXX [#](/creator/twitter::1297343586984321024/followers)  - X Week XXXXX +3% - X Month XXXXX +16% - X Months XXXXX +135% - X Year XXXXX +252% ### CreatorRank: XXXXXXXXX [#](/creator/twitter::1297343586984321024/influencer_rank)  ### Social Influence **Social category influence** [cryptocurrencies](/list/cryptocurrencies) XXXXX% [finance](/list/finance) XXXX% [exchanges](/list/exchanges) XXXX% [technology brands](/list/technology-brands) XXXX% [stocks](/list/stocks) XXXX% [celebrities](/list/celebrities) XXXX% [nfts](/list/nfts) XXXX% [countries](/list/countries) XXXX% [social networks](/list/social-networks) XXXX% **Social topic influence** [ai](/topic/ai) 4.18%, [onchain](/topic/onchain) #907, [ethereum](/topic/ethereum) #1327, [usdc](/topic/usdc) #478, [liquidity](/topic/liquidity) #2724, [crypto](/topic/crypto) 1.93%, [native](/topic/native) #1903, [web3](/topic/web3) #1198, [decentralized](/topic/decentralized) #548, [defi](/topic/defi) #1787 **Top accounts mentioned or mentioned by** [@walrusprotocol](/creator/undefined) [@0xmiden](/creator/undefined) [@usetria](/creator/undefined) [@miranetwork](/creator/undefined) [@noblexyz](/creator/undefined) [@cookiedotfun](/creator/undefined) [@mememarketfun](/creator/undefined) [@mindoai](/creator/undefined) [@kaitoai](/creator/undefined) [@gpaandy](/creator/undefined) [@polymarket](/creator/undefined) [@multiplifi](/creator/undefined) [@breviszk](/creator/undefined) [@hoangbitcoin](/creator/undefined) [@openmindagi](/creator/undefined) [@wallchain](/creator/undefined) [@hypercrocxyz](/creator/undefined) [@infinitlabs](/creator/undefined) [@heyelsaai](/creator/undefined) [@apecoin](/creator/undefined) **Top assets mentioned** [Ethereum (ETH)](/topic/ethereum) [USDC (USDC)](/topic/usdc) [Noble Corporation (NE)](/topic/$ne) [Ionet (IO)](/topic/ionet) [Bitcoin (BTC)](/topic/bitcoin) [Solana (SOL)](/topic/solana) [Raydium (RAY)](/topic/raydium) [Coinbase Global, Inc. (COIN)](/topic/coinbase) [Hivemapper (HONEY)](/topic/hivemapper) [Rarible (RARI)](/topic/rarible) [Kin (KIN)](/topic/$kin) [Chainlink (LINK)](/topic/chainlink) ### Top Social Posts Top posts by engagements in the last XX hours "bringing usdc into autonomous robots is one of those ideas that sounds futuristic until you realize how practical it is. machines cannot rely on human payment rails and they need a way to transact instantly with each other and with us. what @openmind_agi and @circle are building feels like the missing financial layer for robotics. machine to machine services micro tasks autonomous deliveries all of it becomes smoother when robots can settle value on their own. this is how everyday robot experiences start to feel real instead of experimental" [X Link](https://x.com/kengdaica/status/1996461074913378641) 2025-12-04T06:06Z 5484 followers, XXX engagements "i used to think all stablecoin rails were basically the same. Then I watched how Noble handled USDN and native USDC issuance. it felt like someone finally admitted what everyone secretly knew: cross chain liquidity is broken and pretending bridges can patch it is wishful thinking. noble didnt try to be everything. it focused on being the asset home one canonical place where value originates and flows correctly. that specialization changed how I see stablecoins. It made me realize that simplicity at the base layer is not a luxury its the entire foundation. @Noble_xyz" [X Link](https://x.com/kengdaica/status/1998219552405295282) 2025-12-09T02:34Z 5469 followers, XXX engagements "elsa changed how i think about defi actions before using @HeyElsaAI every defi task felt like a mini project. bridge here swap there double check slippage confirm gas. it was never hard just mentally heavy. the first time i typed a simple request and watched elsa convert it into a full onchain plan it felt like my workflow snapped into place. i stopped thinking about mechanics and started thinking about goals. that shift alone made me realize how outdated traditional defi interfaces actually are. @wallchain" [X Link](https://x.com/kengdaica/status/1998422562972504290) 2025-12-09T16:00Z 5466 followers, XX engagements "the real magic of Mira is that it verifies meaning not format most AI safety checks only validate structure: Is the JSON valid Is the sentence grammatical @miranetwork goes deeper it verifies the semantic truth of what the model produced. Thats a much harder problem and thats why Mira feels different: Its checking whether the claim itself holds up across multiple independent models. once you see it you cant unsee it correctness is not a formatting problem. Its a meaning problem" [X Link](https://x.com/kengdaica/status/1998548498376175946) 2025-12-10T00:21Z 5482 followers, XXX engagements "the moment yield stops being optional the more i watch tokenization grow the more it becomes obvious that simply bringing assets on-chain is not enough. a passive asset sitting on a blockchain is still just a passive asset. what changes everything is when the system gives that asset a job a way to earn to move to compound. thats why @multiplifi feels different. it treats yield not as an extra benefit but as the natural progression of tokenization itself. once something moves on-chain the question becomes: how does it become productive and multiplifi answers that question with clarity instead" [X Link](https://x.com/kengdaica/status/1998548985158709424) 2025-12-10T00:23Z 5482 followers, 6694 engagements "ive used reward programs before airline miles cashback apps the usual stuff. most of them feel like theyre designed to give you crumbs. trias reward system hit differently. earning multipliers from real activity not gimmicks changed my behavior. spend multiplier trade multiplier on-chain actions more rewards and it compounds into something meaningful instead of symbolic. the part that surprised me was how natural it felt. i wasnt farming. i was just living my normal financial life and the system recognized it. @useTria made rewards feel like a reflection of my usage not a marketing tactic and" [X Link](https://x.com/kengdaica/status/1998549453075267984) 2025-12-10T00:24Z 5483 followers, XXX engagements "infrastructure is the real moat nobody talks about in crypto people often chase the shiny layer the apr the UI the branding. but when you peel back enough layers you realize the real moat is always infrastructure: routing execution risk systems capital plumbing. @multiplifi built that foundation quietly long before the market started demanding it. and now as RWAs accelerate and chains mature the industry is discovering that the most valuable players arent the loudest theyre the ones whose infrastructure keeps everything else running" [X Link](https://x.com/kengdaica/status/1998562414359720209) 2025-12-10T01:16Z 5483 followers, XXX engagements "agglayer makes midens privacy composable miden by itself is a powerful private rollup but its real impact shows when you connect it through agglayer. it keeps transactions private while still interoperating with the wider polygon ecosystem. this is how privacy stops being a silo and becomes part of a multi chain environment. @0xMiden is proving that privacy can scale without isolating users" [X Link](https://x.com/kengdaica/status/1998563320383811744) 2025-12-10T01:20Z 5471 followers, XXX engagements "@DegensAI @snooziesNFT sbt to nft airdrops stacks well" [X Link](https://x.com/kengdaica/status/1998608870709862614) 2025-12-10T04:21Z 5481 followers, XX engagements "Watching Pico Prism evolve made something extremely clear to me: Ethereum doesnt need more hardware or more gas limits. It needs faster cheaper verification and thats exactly where @brevis_zk is already outperforming the field. XXXX% real-time block proving on current Ethereum blocks is not just an engineering milestone. Its a signal: proof-based validation is now practical. And once the L1 can verify ZK proofs faster than it can re-execute transactions everything changes: validators lighten their load blockspace becomes compute dense not compute scarce scaling stops being theory and becomes" [X Link](https://x.com/kengdaica/status/1998615984652112098) 2025-12-10T04:49Z 5482 followers, XXX engagements "@yapslingerx @rainbowdotme bottomup allocation favors broader participation though" [X Link](https://x.com/kengdaica/status/1998665917778288984) 2025-12-10T08:07Z 5466 followers, XX engagements "@0xKeidy monster crocs leaving deep impressions always" [X Link](https://x.com/kengdaica/status/1998669887259250796) 2025-12-10T08:23Z 5483 followers, XX engagements "@KevinWSHPod @weremeow @JupiterExchange ramen shop decision shaped jupiter exchange" [X Link](https://x.com/kengdaica/status/1998711960360427952) 2025-12-10T11:10Z 5483 followers, XX engagements "@pukerrainbrow hassett already leads national economic council" [X Link](https://x.com/kengdaica/status/1998808659372159172) 2025-12-10T17:34Z 5483 followers, XX engagements "@thenarrator $2b weekly volume eats legacy stacks" [X Link](https://x.com/kengdaica/status/1998936708595986821) 2025-12-11T02:03Z 5474 followers, XX engagements "@SolanaSensei @solanamobile @KASTcard @playsolana @helium @CudisWellness @pulsenolimits @solflare @solanaspaces @Claynosaurz @dawninternet @Hivemapper @grass solana mobile helium hivemapper and grass" [X Link](https://x.com/kengdaica/status/1998941010534216099) 2025-12-11T02:20Z 5481 followers, XX engagements "@Dikko341 @injective deflation from burned fees is compelling" [X Link](https://x.com/kengdaica/status/1999020931080130698) 2025-12-11T07:38Z 5467 followers, XX engagements "@Saandyeth @SolvProtocol btc yield requires tamperproof data feeds" [X Link](https://x.com/kengdaica/status/1999032154362360202) 2025-12-11T08:23Z 5481 followers, XX engagements "@Hoang_BitCoin @MemeMarketFun fees for lps drive sustainability loop" [X Link](https://x.com/kengdaica/status/1999079605563801823) 2025-12-11T11:31Z 5483 followers, XX engagements "@bread_ price swings can still be substantial" [X Link](https://x.com/kengdaica/status/1999128045609967682) 2025-12-11T14:44Z 5466 followers, X engagements "@what3verman @SIXR_cricket @nolabashy diddy arc means what exactly here" [X Link](https://x.com/kengdaica/status/1999144394964832516) 2025-12-11T15:49Z 5462 followers, X engagements "@XiaoZhi_BTC @Talus_Labs nexus protocol tech development is key" [X Link](https://x.com/kengdaica/status/1999176261525209183) 2025-12-11T17:55Z 5481 followers, X engagements "@viet55241 @Infinit_Labs liquidity routing with agents scales well" [X Link](https://x.com/kengdaica/status/1999205821876699476) 2025-12-11T19:53Z 5482 followers, X engagements "@LapHoa_Japand users shape conversion exchange rate dynamics" [X Link](https://x.com/kengdaica/status/1999214586214658516) 2025-12-11T20:27Z 5468 followers, X engagements "@Hoang_BitCoin @MemeMarketFun crypto finally feels fun again agreed" [X Link](https://x.com/kengdaica/status/1999229498303340994) 2025-12-11T21:27Z 5483 followers, XX engagements "@PreacherDefi @ionet demand drives burns emissions adjust automatically" [X Link](https://x.com/kengdaica/status/1999307453129969830) 2025-12-12T02:36Z 5474 followers, X engagements "@DIfezc70441 @justinsuntron @WinkLink_Oracle real-world data powers blockchain use cases" [X Link](https://x.com/kengdaica/status/1999308933421547591) 2025-12-12T02:42Z 5469 followers, XX engagements "@VTLP_Crytify @bluwhaleai deflation tied directly to agent usage" [X Link](https://x.com/kengdaica/status/1999312576027722227) 2025-12-12T02:57Z 5467 followers, X engagements "chain abstraction finally feels real what surprised me about BestPath AVS is how it makes chains stop feeling like separate worlds. pathfinders compete simulators verify challengers keep everyone honest and the user just gets the best route without touching a bridge or switching wallets. for the first time i felt chain abstraction was not a slogan. it actually removed the parts of Web3 that used to slow me down. @useTria made cross chain feel invisible and that is the whole point. @MindoAI @KaitoAI @cookiedotfun" [X Link](https://x.com/kengdaica/status/1996743008906367473) 2025-12-05T00:46Z 5493 followers, 1822 engagements "everyone in ZK talks theory. Brevis just ships. it still surprises me how many people dont realize their proofs power: metaMasks on-chain reputation pancakeSwaps dynamic fee engine eulers reward distributions trustas AI verification multi chain incentive programs running daily 246M+ proofs 100k daily users billions in value touched and half the industry still thinks ZK is future tech. the truth is @brevis_zk scaled before most people noticed. not by hype but by proving real things for real systems at real volume. And thats exactly why they feel so inevitable" [X Link](https://x.com/kengdaica/status/1998240595647881528) 2025-12-09T03:57Z 5497 followers, XXX engagements "everyone likes to talk about how much data a system can store. honestly i care far more about what the data can do. walrus treats each blob as something programmable. it can carry rules access rights economic incentives or logic tied to onchain events. that makes data a living component not a static file sitting in cold storage. for me that unlocks a completely different way of architecting products. instead of building complex layers around storage i can push intelligence into the storage layer itself. @WalrusProtocol makes data feel active expressive and composable in ways traditional" [X Link](https://x.com/kengdaica/status/1998562096875987293) 2025-12-10T01:15Z 5494 followers, XXX engagements "multi-model consensus is the closest thing AI has to scientific peer review one model can hallucinate. two models can disagree. but when a network of diverse models independently converges on the same claim that carries weight. @miranetwork treats verification the way science does: many peers many perspectives one shared conclusion. its AI peer review but automated. and honestly thats the only scalable way to trust machine-generated knowledge" [X Link](https://x.com/kengdaica/status/1998563036190355742) 2025-12-10T01:18Z 5493 followers, XXX engagements "@hankisinvesting lbtc collateral partnerships are expanding then" [X Link](https://x.com/kengdaica/status/1998610610096148951) 2025-12-10T04:27Z 5492 followers, XX engagements "@ririnxbt @0xMiden multichain privacy unlocks greater scaling now" [X Link](https://x.com/kengdaica/status/1998710707899216278) 2025-12-10T11:05Z 5488 followers, XX engagements "one thing i didnt expect from @HeyElsaAI is how quickly it erased the feeling of jumping chains. normally swapping on base checking something on arbitrum then bridging to optimism feels like moving between different worlds. with elsa i just describe what i want. the agent picks the right chain fetches real-time balances through zerion data constructs the transaction and hands it to me clean. im no longer thinking in networks Im thinking in outcomes. its the first time multi-chain has felt like a single continuous surface instead of a maze of separate ecosystems. @wallchain" [X Link](https://x.com/kengdaica/status/1998737975593603552) 2025-12-10T12:54Z 5493 followers, XXX engagements "@hunken_y @base @1inch @rarible free mint on eth thats interesting" [X Link](https://x.com/kengdaica/status/1998839137055748448) 2025-12-10T19:36Z 5497 followers, XX engagements "seeing the release of @0xMiden testnet v0.12 (Nov 2025) makes me confident this project isnt sticking to promises its building toward real usage. improvements span private-note flows key management address handling and under-the-hood vm upgrades to make building private dApps easier. to me this signals that miden isnt just a privacy experiment. its turning into a foundation for developers who want both privacy and practicality. i expect this version will be the one where early builders begin testing seriously private wallets zk-based apps private notes all start behaving more like real-world" [X Link](https://x.com/kengdaica/status/1998937662078726195) 2025-12-11T02:07Z 5497 followers, XXX engagements "@michel_michel1 restaking loops are definitely next level" [X Link](https://x.com/kengdaica/status/1999082036234178844) 2025-12-11T11:41Z 5488 followers, XX engagements "@cryptochiq_ crypto market definitely rough right now" [X Link](https://x.com/kengdaica/status/1999115980656750880) 2025-12-11T13:56Z 5493 followers, X engagements "@3orovik fed rate cut boosts bitcoin hope" [X Link](https://x.com/kengdaica/status/1999122319378145591) 2025-12-11T14:21Z 5488 followers, XX engagements "@HollanderAdam @DaCaldera rocks in nft metadata interesting concept" [X Link](https://x.com/kengdaica/status/1999148542187991426) 2025-12-11T16:05Z 5495 followers, XX engagements "@thegaboeth @bcgame stay untamed in abu dhabi too" [X Link](https://x.com/kengdaica/status/1999150720214536541) 2025-12-11T16:14Z 5495 followers, X engagements "@halomasy @Ensofi_xyz @Galxe two paths for earning $enfi rewards" [X Link](https://x.com/kengdaica/status/1999235487677186553) 2025-12-11T21:50Z 5483 followers, X engagements "@Dikko341 @injective deflation driving value thats what i see" [X Link](https://x.com/kengdaica/status/1999370363944509869) 2025-12-12T06:46Z 5483 followers, XX engagements "@bolajitek @rails_xyz @cookiedotfun verifiable profile drives competitive advancement there" [X Link](https://x.com/kengdaica/status/1999374516070527302) 2025-12-12T07:03Z 5493 followers, X engagements "@Benefactor_345 @ionet demand driven systems are key here" [X Link](https://x.com/kengdaica/status/1999375664617783435) 2025-12-12T07:07Z 5483 followers, X engagements "@calgr8_ @StakeToby mev becoming accessible and decentralized nice" [X Link](https://x.com/kengdaica/status/1999394236807152127) 2025-12-12T08:21Z 5495 followers, XX engagements "@JonaTurnbu19738 @ParadyzeFi @injective fills felt cex level indeed" [X Link](https://x.com/kengdaica/status/1999428080402931906) 2025-12-12T10:36Z 5486 followers, X engagements "@pukerrainbrow kalshi integrates sei interesting development" [X Link](https://x.com/kengdaica/status/1999431557569040771) 2025-12-12T10:50Z 5482 followers, X engagements "@iamkadense @worldlibertyfi @bonkfun @Raydium usd1 pairs taking flight slowly" [X Link](https://x.com/kengdaica/status/1999447079572373866) 2025-12-12T11:51Z 5482 followers, X engagements "@MinhTri2st @LumiterraGame $lvmon rewards based on content quality" [X Link](https://x.com/kengdaica/status/1999454010668114154) 2025-12-12T12:19Z 5482 followers, X engagements "@DeFi_Dad @Nomaticcap @maplefinance aave integration is significant for syrup" [X Link](https://x.com/kengdaica/status/1999542414181117954) 2025-12-12T18:10Z 5501 followers, XX engagements "working with walrus made me realize how careless weve been with data infrastructure. most of us treat storage like a checkbox. pick a cloud upload files hope nothing breaks. but when you work with systems that need permanence verification and predictable performance that mindset stops working. you start noticing every weak point in the stack. walrus flips that perspective for me. storage isnt a background service anymore. its the trust anchor of everything you build. and once you feel that shift its impossible to go back to good enough solutions. @WalrusProtocol makes reliability feel like a" [X Link](https://x.com/kengdaica/status/1998561838238412969) 2025-12-10T01:14Z 5491 followers, XXX engagements "proverNet is the shift ZK was waiting for proverNet makes ZK proofs feel like real infrastructure. Apps post proof jobs. Provers compete. Smart contracts route everything. no custom stacks no trusting a single prover just on chain market driven compute you can tap instantly. this is how ZK goes from niche tech to something any app can use without owning GPUs. @brevis_zk" [X Link](https://x.com/kengdaica/status/1998934532519768316) 2025-12-11T01:55Z 5488 followers, XXX engagements "mira officially launched its mainnet in September 2025 a major milestone that turns the idea of verifiable AI from theory into running infrastructure. that means AI outputs can now be verified on chain across decentralized nodes with consensus backed validity. for me this marks the moment AI moves from hype to dependable foundation real trust not just buzz. @miranetwork" [X Link](https://x.com/kengdaica/status/1998936051600306511) 2025-12-11T02:01Z 5497 followers, XXX engagements "the fact that walrus raised $XXX million before mainnet launch speaks volumes. that funding wasnt hype it was about building infrastructure. once you realize that data storage doesnt have to be expensive slow or centralized you begin to see walrus not as another storage project but as the foundation for what web3 apps should actually run on. launching on Sui gives it low-cost primitives but that raise gives it runway walrus could be the silent backbone powering everything from ai datasets to nft media libraries. hard infrastructure wins are often quiet. this feels like one.@WalrusProtocol" [X Link](https://x.com/kengdaica/status/1998938909645087175) 2025-12-11T02:12Z 5488 followers, XXX engagements "@catqpx @Kindred_AI $kin compute credits seem quite compelling" [X Link](https://x.com/kengdaica/status/1998959228342632640) 2025-12-11T03:33Z 5488 followers, XXX engagements "when i reflect on what @0xMiden brings i keep coming back to the idea of it as an edge zk-rollup: execution and state moved to the client side hybrid notes model optional privacy or public flows native support for smart contracts and composability. in a world where most rollups focus on compatibility or raw throughput miden stands out by offering a third dimension: privacy + scalability + flexibility. that kind of trade-off is rare. if they pull it off it might open real use cases: private stablecoins confidential asset management institutional-grade wallets without sacrificing performance or" [X Link](https://x.com/kengdaica/status/1998964805017940468) 2025-12-11T03:55Z 5501 followers, XXX engagements "@ITzINSANE_NFTs @spaace_io clean fast marketplace actual advantage agreed" [X Link](https://x.com/kengdaica/status/1999376898196172827) 2025-12-12T07:12Z 5488 followers, X engagements "@0xHaciyatmaz @spaace_io nft trading plus level up rewards" [X Link](https://x.com/kengdaica/status/1999417210939539585) 2025-12-12T09:53Z 5501 followers, XX engagements "@Phu_Prosperity8 decentralized model hosting verifiable outputs agreed" [X Link](https://x.com/kengdaica/status/1999452886141665487) 2025-12-12T12:14Z 5500 followers, XX engagements "@michel_michel1 @alturax institutional underwriting is important for scale" [X Link](https://x.com/kengdaica/status/1999472694316904783) 2025-12-12T13:33Z 5488 followers, XX engagements "@periagoge1 @OrderlyNetwork raydium orderly" [X Link](https://x.com/kengdaica/status/1999500178366316871) 2025-12-12T15:22Z 5488 followers, XX engagements "@13300RPM @Polymarket @Kalshi @coinbase @RobinhoodApp @Gemini @FanDuel @DraftKings regulatory clarity impacts these market entrants" [X Link](https://x.com/kengdaica/status/1999502733548630058) 2025-12-12T15:32Z 5488 followers, XX engagements "@brian_armstrong stubbornness helps overcome inevitable obstacles for sure" [X Link](https://x.com/kengdaica/status/1999517426673652165) 2025-12-12T16:31Z 5491 followers, X engagements "@OVGNFT @megaeth builders get faster ux and infra now" [X Link](https://x.com/kengdaica/status/1999530574164213888) 2025-12-12T17:23Z 5491 followers, X engagements "@tanphung000 @0xMiden programmable privacy for stablecoins and payroll" [X Link](https://x.com/kengdaica/status/1999684738957869101) 2025-12-13T03:36Z 5490 followers, X engagements "@phtevenstrong @aave aave borrow rates fuel high eth yield" [X Link](https://x.com/kengdaica/status/1999552342811680922) 2025-12-12T18:50Z 5519 followers, XXX engagements "@Saandyeth @SolvProtocol btc native defi layer interesting angle" [X Link](https://x.com/kengdaica/status/1999743661786169556) 2025-12-13T07:30Z 5518 followers, XX engagements "@Kim_Oanh2k 2.5m plai is substantial" [X Link](https://x.com/kengdaica/status/1998260029422706834) 2025-12-09T05:14Z 5491 followers, XX engagements "@dcfgod susde rates better than usdc rates" [X Link](https://x.com/kengdaica/status/1998445197806678518) 2025-12-09T17:30Z 5501 followers, XX engagements "recent public data claims that Miras verification layer boosts output accuracy to XX% and cuts hallucinations by as much as 90%. its one thing to talk about solving AIs reliability problem. Its another to see the numbers drop dramatically. that shift changes how I think about deploying AI: suddenly it feels safe enough for higher-stakes contexts legal briefs data analysis business intelligence not just playground LLM chats. @miranetwork" [X Link](https://x.com/kengdaica/status/1998936278973428012) 2025-12-11T02:02Z 5492 followers, XXX engagements "for years Cosmos didnt have a native trusted stablecoin. everyone just assumed bridges would take care of it. They didnt. the moment Noble became the issuance home for native USDC the ecosystem changed quietly but permanently. You can feel it now: liquidity is finally behaving like liquidity not like a collection of wrapped IOUs. the funny part the biggest unlock wasnt new tech. it was removing the wrong tech. @Noble_xyz fixed the foundation first. Everything else builds on that" [X Link](https://x.com/kengdaica/status/1998940783450427445) 2025-12-11T02:19Z 5501 followers, XXX engagements "@tbros6868 @soneium @kyofinance chainlink feeds and soneium score loop" [X Link](https://x.com/kengdaica/status/1998960153161556167) 2025-12-11T03:36Z 5501 followers, XX engagements "when i saw that @HeyElsaAI raised $X million in June 2025 led by M31 Capital with backing from Coinbase Ventures Base Ecosystem Fund i realized something important: this isnt just hype. that kind of institutional trust means the team has the runway to keep building better ai stacks more chains supported more stable infrastructure. for a user like me it means elsa isnt a side project; its shaping up to be a long term tool. every time i type a command in elsa now i feel less like im experimenting and more like im using something built to last. @wallchain" [X Link](https://x.com/kengdaica/status/1998989334800965906) 2025-12-11T05:32Z 5504 followers, XXX engagements "One thing I dont think people fully grasp: Brevis is making it possible to use on-chain behavior without exposing the wallet behind it. Want to prove youre a long-term ETH staker Or a real DeFi user Or someone whos actually active across chains You can do that now without revealing the address. Your wallet stays private. Only the verified trait gets surfaced. And the math guarantees its real. This unlocks loyalty systems curated access anti-sybil filters credit reputation all without turning Web3 into Web2 with wallets pasted everywhere. A quiet shift but a massive one. @brevis_zk" [X Link](https://x.com/kengdaica/status/1999286063026876462) 2025-12-12T01:11Z 5501 followers, XXX engagements "Most people still imagine rollups through the lens of Ethereum: you sign a transaction send it somewhere and wait for a sequencer to tell you what happened. But @0xMiden flips that flow on its head. On Miden your device executes the transaction locally and produces a zk-proof of the new state. Only the proof goes onchain. This sounds subtle but the UX impact is huge: You see the result instantly because your device computed it No shared mempool no leaking intent no frontrunning surface Wallets become mini-execution environments rather than thin signers Simulate before you sign becomes execute" [X Link](https://x.com/kengdaica/status/1999286317205893385) 2025-12-12T01:12Z 5501 followers, XXX engagements "@wanghebbf @bcgame nightokb" [X Link](https://x.com/kengdaica/status/1999290579960889785) 2025-12-12T01:29Z 5492 followers, XX engagements "Why businesses will enter Web3 through @Noble_xyz without even knowing it Enterprises dont want: ❌ new wallets ❌ complex bridging ❌ liquidity risks ❌ inconsistent UX ❌ regulatory ambiguity They want: ✔ predictable settlement ✔ compliant assets ✔ plug-and-play integrations ✔ low fees ✔ stable rails that dont break Noble gives them exactly that. The beautiful irony Most consumers will interact with enterprise-grade stablecoins without even realizing Noble is powering the entire backend. Thats what real infrastructure looks like invisible reliable everywhere" [X Link](https://x.com/kengdaica/status/1999303381228372220) 2025-12-12T02:20Z 5511 followers, XXX engagements "@phamtoi678 @openmind_agi android for robots interesting coordination layer" [X Link](https://x.com/kengdaica/status/1999328155509928384) 2025-12-12T03:59Z 5494 followers, X engagements "@real_enola @miranetwork ai info verified by staked nodes" [X Link](https://x.com/kengdaica/status/1999328910396522517) 2025-12-12T04:02Z 5496 followers, X engagements "@0xdaddy_hey @noble_xyz usdNs onchain yield part matters" [X Link](https://x.com/kengdaica/status/1999334960508076335) 2025-12-12T04:26Z 5498 followers, XX engagements "@Crypto_Matka @Hypercroc_xyz vaults read onchain data automatically adapts" [X Link](https://x.com/kengdaica/status/1999362831062565300) 2025-12-12T06:16Z 5502 followers, X engagements "@Gabiblqck zk coprocessing achieving escape velocity is massive" [X Link](https://x.com/kengdaica/status/1999371274133659940) 2025-12-12T06:50Z 5504 followers, X engagements "@kirebhai123321 @Xyberinc @xeetdotai onchain data access is quite valuable" [X Link](https://x.com/kengdaica/status/1999387588994732353) 2025-12-12T07:55Z 5502 followers, X engagements "@BachDang149 onchain credit merging data identity liquidity" [X Link](https://x.com/kengdaica/status/1999416033111867917) 2025-12-12T09:48Z 5511 followers, XX engagements "@crypto_condom @intern_cc uni and aave buy backs covered" [X Link](https://x.com/kengdaica/status/1999455543019393113) 2025-12-12T12:25Z 5504 followers, XXX engagements "@Alphasniperx @zama fhe enables onchain data processing safely now" [X Link](https://x.com/kengdaica/status/1999495096337854524) 2025-12-12T15:02Z 5493 followers, X engagements "@binji_x ethereum foundation focuses on future growth" [X Link](https://x.com/kengdaica/status/1999525719156629619) 2025-12-12T17:04Z 5502 followers, XX engagements "@rektonomist_ @BTC_OS many bitcoin ops happen on ethereum" [X Link](https://x.com/kengdaica/status/1999536448941207950) 2025-12-12T17:46Z 5491 followers, XX engagements "@TrongPhucPham open source web3 milestone achieved then" [X Link](https://x.com/kengdaica/status/1999571861831844269) 2025-12-12T20:07Z 5501 followers, X engagements "@Steve_4P @Polymarket @Kalshi markets predict based on crowd wisdom" [X Link](https://x.com/kengdaica/status/1999637782621511720) 2025-12-13T00:29Z 5504 followers, X engagements "@CaoMinhWeb3 @intodotspace kalshi rails and solana conviction moves" [X Link](https://x.com/kengdaica/status/1999709781813268819) 2025-12-13T05:15Z 5496 followers, XX engagements "@Toria3377 @vooi_io direct line avoids team assumptions then" [X Link](https://x.com/kengdaica/status/1999740707331023078) 2025-12-13T07:18Z 5511 followers, X engagements "@Blast_Crypto88 @TauntCoin q4 2025 token launch planned" [X Link](https://x.com/kengdaica/status/1997536659425177865) 2025-12-07T05:20Z 5512 followers, XX engagements "just saw the latest from Tria: now you can top up your Tria card directly from your self custodied Bitcoin wallet no exchange no custodial middleman. DL News that detail hits different for people holding long term crypto. you dont have to sell switch or relinquish custody. you just spend. for me thats the moment crypto stops being promise of future value and becomes actual usable money. suddenly BTC holdings dont just sit they can buy coffee flights groceries just like fiat. thats the kind of real world bridge i didnt expect to see so soon. and it makes @useTria feel a lot more practical than" [X Link](https://x.com/kengdaica/status/1998938013116805553) 2025-12-11T02:08Z 5513 followers, XXX engagements "The EVM gave us smart contracts. But it also locked developers into a world of step-by-step transaction-bound thinking. When I first understood Anomas Intent Machine (IM) it clicked: This feels like what a blockchain VM should have been all along. Instead of instructing the chain how to do something you simply define what the user wants. The IM handles the decomposition routing solver selection balancing and settlement across any connected chain. A few personal insights: The IM abstracts away blockchain boundaries the same way browsers abstract hardware. It enables app logic thats impossible" [X Link](https://x.com/kengdaica/status/1999306033567793548) 2025-12-12T02:31Z 5512 followers, XXX engagements "@KhanAbbas201 ethereum migration assistance good to know" [X Link](https://x.com/kengdaica/status/1999522391186108702) 2025-12-12T16:51Z 5519 followers, XX engagements "@CaoMinhWeb3 @SentientAGI zk verification onchain is a gamechanger" [X Link](https://x.com/kengdaica/status/1999659114331574379) 2025-12-13T01:54Z 5511 followers, X engagements "@adeniyiontwit @CodeXero_xyz vibe coding handles protocol deployment automatically" [X Link](https://x.com/kengdaica/status/1999744605336797532) 2025-12-13T07:34Z 5513 followers, XX engagements "@0xzenitsu @ionet revenue compared to payouts drives emissions" [X Link](https://x.com/kengdaica/status/1999764592034218102) 2025-12-13T08:53Z 5516 followers, XX engagements "@Blast_Crypto88 @TauntCoin q4 2025 token launch planned" [X Link](https://x.com/kengdaica/status/1996426979680391489) 2025-12-04T03:50Z 5514 followers, XX engagements "the latest update brings a big shift: the Resident Card Puzzle system is now fully active letting players stake puzzles for daily $LVMON rewards. Its the first moment the Survival Season feels like a real economic competition not just progression. the in game economy is heating up too. Players are trading on chain items pushing Wealth Value higher and accelerating the entire puzzle loop through the Marketplace. you can feel the world growing not just the player count. lumiterra also just got surfaced by major wallets like MetaMask and Phantom making onboarding smoother and giving the whole" [X Link](https://x.com/kengdaica/status/1998965695275741382) 2025-12-11T03:58Z 5518 followers, XXX engagements "gm @anoma officially went live on Ethereum mainnet in late 2025 XAN is now the native token for fees governance and future protocol upgrades. this means from now on developers dont need custom chains or complex bridges to experiment with intent-centric apps. with a familiar Ethereum base + Anomas resource-machine you get privacy intent logic and interoperability all under the hood. for me the biggest shift isnt just new token its the mindset change: were moving from choose a chain build there to deploy once run everywhere. thats a milestone for Web3 usability" [X Link](https://x.com/kengdaica/status/1998966573684646033) 2025-12-11T04:02Z 5516 followers, XXX engagements "For years devs avoided anything that required heavy computation. Not because they didnt want richer mechanics but because blockchains simply couldnt afford it. Whats happening now with Brevis is the flip: Teams are starting to design features that assume off-chain ZK compute exists. Batch scoring. Dynamic pricing. User specific experiences. AI agents that rely on verifiable data. Cross chain logic that doesnt rely on bridges. Not hacks. Not workarounds. Just native verifiable compute plugged directly into smart contracts. When devs stop asking can the chain handle this and start asking what" [X Link](https://x.com/kengdaica/status/1999285798483669498) 2025-12-12T01:10Z 5517 followers, XXX engagements "AI models are hitting a wall. Not because they lack training data But because they lack trusted training data. As models scale the bottleneck isnt size. Its provenance: Where did this data come from Has it been tampered with Can I prove its the same dataset I trained on last week Walrus provides exactly that: a decentralized data layer with onchain proofs of availability and integrity. Pair it with Seal and you get private training pipelines without losing verifiability. AI agents that operate autonomously cant rely on probably fine storage. They need cryptographically guaranteed truth." [X Link](https://x.com/kengdaica/status/1999320266250551517) 2025-12-12T03:27Z 5518 followers, XXX engagements "@Hoang_BitCoin @MemeMarketFun markets pop up instantly as memes" [X Link](https://x.com/kengdaica/status/1999461179090174408) 2025-12-12T12:47Z 5518 followers, XX engagements "@teesjnr @IxsFinance compliant liquidity pools enable broader adoption" [X Link](https://x.com/kengdaica/status/1999757691296841776) 2025-12-13T08:26Z 5516 followers, X engagements "@mtave0128 @multiplifi boring execution withstands market fluctuations agreed" [X Link](https://x.com/kengdaica/status/1999759054579933654) 2025-12-13T08:31Z 5518 followers, X engagements "@bheo0285 gpu scaling offers promising throughput gains" [X Link](https://x.com/kengdaica/status/1999785386034479328) 2025-12-13T10:16Z 5518 followers, XX engagements "i just read that Tria raised $XX million in its latest pre-seed + strategic funding round. to me that changes the conversation: this is not some side project or vaporware. its funded backed by serious investors and building real infrastructure. that funding means theyre serious about making crypto usable not just tradable. with self-custody wallets multi chain support and no-gas spending built in it feels like a real shot at bridging web3 and everyday life. for someone like me who cares about usability over hype that matters. im watching Tria because i believe this could be one of the first" [X Link](https://x.com/kengdaica/status/1998936580342653198) 2025-12-11T02:03Z 5514 followers, 4424 engagements "I always thought of my crypto wallet as a place to hold money not use it. Until @useTria flipped the script for me. Tria connects self-custody wallets directly to spending rails so USDC SOL ETH or even BTC can be used immediately through the Tria Card without sending funds to an exchange or custodial platform. What changed my experience wasnt just the card. It was the absence of friction: no top-up delays no converting liquidity manually no touching CEX accounts instant multi-chain swaps via BestPath when I needed a different asset It suddenly felt like: This isnt crypto pretending to be" [X Link](https://x.com/kengdaica/status/1999287722603897189) 2025-12-12T01:18Z 5518 followers, 1091 engagements "@Hoang_BitCoin @MemeMarketFun volatility creates opportunity makes complete sense" [X Link](https://x.com/kengdaica/status/1999439881584673080) 2025-12-12T11:23Z 5514 followers, XX engagements "@shivst3r pudgy penguins in south america activated" [X Link](https://x.com/kengdaica/status/1999527339948986608) 2025-12-12T17:10Z 5516 followers, XX engagements "verified outputs change how teams design AI products without verification teams design defensively. Guardrails everywhere. Warnings everywhere. Limited autonomy. with verified outputs teams design forward. more automation. Fewer interrupts. Cleaner UX. @miranetwork doesnt just improve output quality. it changes product architecture decisions upstream. thats a subtle shift but it compounds fast" [X Link](https://x.com/kengdaica/status/1999670065613144227) 2025-12-13T02:37Z 5518 followers, XXX engagements "when yield becomes a system not a campaign most yield products feel seasonal launch hard market harder fade quietly @multiplifi feels different yield is not a push its a system that runs whether people tweet or not thats usually how real infrastructure behaves" [X Link](https://x.com/kengdaica/status/1999672444366565448) 2025-12-13T02:47Z 5518 followers, XXX engagements "@CaoMinhWeb3 @HeyElsaAI bridging from matic is impressive automation" [X Link](https://x.com/kengdaica/status/1999730177329528976) 2025-12-13T06:36Z 5518 followers, XX engagements "@Trathoa @soneium web2 users onboarding through sony ip" [X Link](https://x.com/kengdaica/status/1999812974215647398) 2025-12-13T12:05Z 5519 followers, X engagements "Were entering a world where data doesnt just sit there it behaves. On @WalrusProtocol a blob isnt a file. Its an object with rules: who can access it when they can access it what they must pay what contracts can extend or revoke rights Combine that with Seals access control and encryption and suddenly data becomes a composable primitive just like tokens NFTs and smart contracts. Web3 always talked about ownership. Programmable data is what finally makes it real" [X Link](https://x.com/kengdaica/status/1999320500506624258) 2025-12-12T03:28Z 5517 followers, XXX engagements "the AI companion in @LumiterraGame is the biggest advantage nobody talks about the more time I spend in Lumiterra the more I realize the AI companion isnt just a cute follower its a quiet power boost that shapes how efficiently you play. it watches how you move what you fight what you ignore and then adjusts. Suddenly your routes get cleaner your farming feels tighter and your downtime shrinks without you noticing. most MMOs make you fight the system to optimize. Lumiterra gives you an AI partner that learns your style and pushes you forward. it feels like having a second brain thats always" [X Link](https://x.com/kengdaica/status/1999323707593089444) 2025-12-12T03:41Z 5519 followers, XXX engagements "@XNXX_EN @Kindred_AI labubu and the tge are hype" [X Link](https://x.com/kengdaica/status/1999447427796074509) 2025-12-12T11:53Z 5518 followers, XX engagements "@DavidLe6978 on chain risk management interesting claim" [X Link](https://x.com/kengdaica/status/1999447756621120022) 2025-12-12T11:54Z 5519 followers, X engagements "@eugene_avax @AvaxTeam1 avalanche team1 en korea red doritos" [X Link](https://x.com/kengdaica/status/1999644978247840063) 2025-12-13T00:58Z 5518 followers, XX engagements "@100y_eth stablecoin needed to prop real estate bubble" [X Link](https://x.com/kengdaica/status/1999825817262838185) 2025-12-13T12:56Z 5519 followers, X engagements "Decentralized Verification Eliminates AIs Single Point of Failure Every centralized AI system suffers the same structural flaw: One model. One perspective. One potential bias. @miranetwork flips the architecture. Multiple models interpret the same claim. Multiple verifiers vote on correctness. Consensus becomes the truth not any one model's opinion. This is how you build AI that cannot be hijacked compromised or skewed by a single faulty decision path. Decentralization isnt a buzzword here. Its a safety mechanism" [X Link](https://x.com/kengdaica/status/1999290592392806419) 2025-12-12T01:29Z 5519 followers, XXX engagements "@eugene_avax @sparkdotfi avalanche expanding sparkfi's stablecoin lending platform" [X Link](https://x.com/kengdaica/status/1999835078038548699) 2025-12-13T13:33Z 5519 followers, XX 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.]
@kengdaica KengKeng posts on X about ai, onchain, ethereum, usdc the most. They currently have XXXXX followers and XXX posts still getting attention that total XXXXX engagements in the last XX hours.
Social category influence cryptocurrencies XXXXX% finance XXXX% exchanges XXXX% technology brands XXXX% stocks XXXX% celebrities XXXX% nfts XXXX% countries XXXX% social networks XXXX%
Social topic influence ai 4.18%, onchain #907, ethereum #1327, usdc #478, liquidity #2724, crypto 1.93%, native #1903, web3 #1198, decentralized #548, defi #1787
Top accounts mentioned or mentioned by @walrusprotocol @0xmiden @usetria @miranetwork @noblexyz @cookiedotfun @mememarketfun @mindoai @kaitoai @gpaandy @polymarket @multiplifi @breviszk @hoangbitcoin @openmindagi @wallchain @hypercrocxyz @infinitlabs @heyelsaai @apecoin
Top assets mentioned Ethereum (ETH) USDC (USDC) Noble Corporation (NE) Ionet (IO) Bitcoin (BTC) Solana (SOL) Raydium (RAY) Coinbase Global, Inc. (COIN) Hivemapper (HONEY) Rarible (RARI) Kin (KIN) Chainlink (LINK)
Top posts by engagements in the last XX hours
"bringing usdc into autonomous robots is one of those ideas that sounds futuristic until you realize how practical it is. machines cannot rely on human payment rails and they need a way to transact instantly with each other and with us. what @openmind_agi and @circle are building feels like the missing financial layer for robotics. machine to machine services micro tasks autonomous deliveries all of it becomes smoother when robots can settle value on their own. this is how everyday robot experiences start to feel real instead of experimental"
X Link 2025-12-04T06:06Z 5484 followers, XXX engagements
"i used to think all stablecoin rails were basically the same. Then I watched how Noble handled USDN and native USDC issuance. it felt like someone finally admitted what everyone secretly knew: cross chain liquidity is broken and pretending bridges can patch it is wishful thinking. noble didnt try to be everything. it focused on being the asset home one canonical place where value originates and flows correctly. that specialization changed how I see stablecoins. It made me realize that simplicity at the base layer is not a luxury its the entire foundation. @Noble_xyz"
X Link 2025-12-09T02:34Z 5469 followers, XXX engagements
"elsa changed how i think about defi actions before using @HeyElsaAI every defi task felt like a mini project. bridge here swap there double check slippage confirm gas. it was never hard just mentally heavy. the first time i typed a simple request and watched elsa convert it into a full onchain plan it felt like my workflow snapped into place. i stopped thinking about mechanics and started thinking about goals. that shift alone made me realize how outdated traditional defi interfaces actually are. @wallchain"
X Link 2025-12-09T16:00Z 5466 followers, XX engagements
"the real magic of Mira is that it verifies meaning not format most AI safety checks only validate structure: Is the JSON valid Is the sentence grammatical @miranetwork goes deeper it verifies the semantic truth of what the model produced. Thats a much harder problem and thats why Mira feels different: Its checking whether the claim itself holds up across multiple independent models. once you see it you cant unsee it correctness is not a formatting problem. Its a meaning problem"
X Link 2025-12-10T00:21Z 5482 followers, XXX engagements
"the moment yield stops being optional the more i watch tokenization grow the more it becomes obvious that simply bringing assets on-chain is not enough. a passive asset sitting on a blockchain is still just a passive asset. what changes everything is when the system gives that asset a job a way to earn to move to compound. thats why @multiplifi feels different. it treats yield not as an extra benefit but as the natural progression of tokenization itself. once something moves on-chain the question becomes: how does it become productive and multiplifi answers that question with clarity instead"
X Link 2025-12-10T00:23Z 5482 followers, 6694 engagements
"ive used reward programs before airline miles cashback apps the usual stuff. most of them feel like theyre designed to give you crumbs. trias reward system hit differently. earning multipliers from real activity not gimmicks changed my behavior. spend multiplier trade multiplier on-chain actions more rewards and it compounds into something meaningful instead of symbolic. the part that surprised me was how natural it felt. i wasnt farming. i was just living my normal financial life and the system recognized it. @useTria made rewards feel like a reflection of my usage not a marketing tactic and"
X Link 2025-12-10T00:24Z 5483 followers, XXX engagements
"infrastructure is the real moat nobody talks about in crypto people often chase the shiny layer the apr the UI the branding. but when you peel back enough layers you realize the real moat is always infrastructure: routing execution risk systems capital plumbing. @multiplifi built that foundation quietly long before the market started demanding it. and now as RWAs accelerate and chains mature the industry is discovering that the most valuable players arent the loudest theyre the ones whose infrastructure keeps everything else running"
X Link 2025-12-10T01:16Z 5483 followers, XXX engagements
"agglayer makes midens privacy composable miden by itself is a powerful private rollup but its real impact shows when you connect it through agglayer. it keeps transactions private while still interoperating with the wider polygon ecosystem. this is how privacy stops being a silo and becomes part of a multi chain environment. @0xMiden is proving that privacy can scale without isolating users"
X Link 2025-12-10T01:20Z 5471 followers, XXX engagements
"@DegensAI @snooziesNFT sbt to nft airdrops stacks well"
X Link 2025-12-10T04:21Z 5481 followers, XX engagements
"Watching Pico Prism evolve made something extremely clear to me: Ethereum doesnt need more hardware or more gas limits. It needs faster cheaper verification and thats exactly where @brevis_zk is already outperforming the field. XXXX% real-time block proving on current Ethereum blocks is not just an engineering milestone. Its a signal: proof-based validation is now practical. And once the L1 can verify ZK proofs faster than it can re-execute transactions everything changes: validators lighten their load blockspace becomes compute dense not compute scarce scaling stops being theory and becomes"
X Link 2025-12-10T04:49Z 5482 followers, XXX engagements
"@yapslingerx @rainbowdotme bottomup allocation favors broader participation though"
X Link 2025-12-10T08:07Z 5466 followers, XX engagements
"@0xKeidy monster crocs leaving deep impressions always"
X Link 2025-12-10T08:23Z 5483 followers, XX engagements
"@KevinWSHPod @weremeow @JupiterExchange ramen shop decision shaped jupiter exchange"
X Link 2025-12-10T11:10Z 5483 followers, XX engagements
"@pukerrainbrow hassett already leads national economic council"
X Link 2025-12-10T17:34Z 5483 followers, XX engagements
"@thenarrator $2b weekly volume eats legacy stacks"
X Link 2025-12-11T02:03Z 5474 followers, XX engagements
"@SolanaSensei @solanamobile @KASTcard @playsolana @helium @CudisWellness @pulsenolimits @solflare @solanaspaces @Claynosaurz @dawninternet @Hivemapper @grass solana mobile helium hivemapper and grass"
X Link 2025-12-11T02:20Z 5481 followers, XX engagements
"@Dikko341 @injective deflation from burned fees is compelling"
X Link 2025-12-11T07:38Z 5467 followers, XX engagements
"@Saandyeth @SolvProtocol btc yield requires tamperproof data feeds"
X Link 2025-12-11T08:23Z 5481 followers, XX engagements
"@Hoang_BitCoin @MemeMarketFun fees for lps drive sustainability loop"
X Link 2025-12-11T11:31Z 5483 followers, XX engagements
"@bread_ price swings can still be substantial"
X Link 2025-12-11T14:44Z 5466 followers, X engagements
"@what3verman @SIXR_cricket @nolabashy diddy arc means what exactly here"
X Link 2025-12-11T15:49Z 5462 followers, X engagements
"@XiaoZhi_BTC @Talus_Labs nexus protocol tech development is key"
X Link 2025-12-11T17:55Z 5481 followers, X engagements
"@viet55241 @Infinit_Labs liquidity routing with agents scales well"
X Link 2025-12-11T19:53Z 5482 followers, X engagements
"@LapHoa_Japand users shape conversion exchange rate dynamics"
X Link 2025-12-11T20:27Z 5468 followers, X engagements
"@Hoang_BitCoin @MemeMarketFun crypto finally feels fun again agreed"
X Link 2025-12-11T21:27Z 5483 followers, XX engagements
"@PreacherDefi @ionet demand drives burns emissions adjust automatically"
X Link 2025-12-12T02:36Z 5474 followers, X engagements
"@DIfezc70441 @justinsuntron @WinkLink_Oracle real-world data powers blockchain use cases"
X Link 2025-12-12T02:42Z 5469 followers, XX engagements
"@VTLP_Crytify @bluwhaleai deflation tied directly to agent usage"
X Link 2025-12-12T02:57Z 5467 followers, X engagements
"chain abstraction finally feels real what surprised me about BestPath AVS is how it makes chains stop feeling like separate worlds. pathfinders compete simulators verify challengers keep everyone honest and the user just gets the best route without touching a bridge or switching wallets. for the first time i felt chain abstraction was not a slogan. it actually removed the parts of Web3 that used to slow me down. @useTria made cross chain feel invisible and that is the whole point. @MindoAI @KaitoAI @cookiedotfun"
X Link 2025-12-05T00:46Z 5493 followers, 1822 engagements
"everyone in ZK talks theory. Brevis just ships. it still surprises me how many people dont realize their proofs power: metaMasks on-chain reputation pancakeSwaps dynamic fee engine eulers reward distributions trustas AI verification multi chain incentive programs running daily 246M+ proofs 100k daily users billions in value touched and half the industry still thinks ZK is future tech. the truth is @brevis_zk scaled before most people noticed. not by hype but by proving real things for real systems at real volume. And thats exactly why they feel so inevitable"
X Link 2025-12-09T03:57Z 5497 followers, XXX engagements
"everyone likes to talk about how much data a system can store. honestly i care far more about what the data can do. walrus treats each blob as something programmable. it can carry rules access rights economic incentives or logic tied to onchain events. that makes data a living component not a static file sitting in cold storage. for me that unlocks a completely different way of architecting products. instead of building complex layers around storage i can push intelligence into the storage layer itself. @WalrusProtocol makes data feel active expressive and composable in ways traditional"
X Link 2025-12-10T01:15Z 5494 followers, XXX engagements
"multi-model consensus is the closest thing AI has to scientific peer review one model can hallucinate. two models can disagree. but when a network of diverse models independently converges on the same claim that carries weight. @miranetwork treats verification the way science does: many peers many perspectives one shared conclusion. its AI peer review but automated. and honestly thats the only scalable way to trust machine-generated knowledge"
X Link 2025-12-10T01:18Z 5493 followers, XXX engagements
"@hankisinvesting lbtc collateral partnerships are expanding then"
X Link 2025-12-10T04:27Z 5492 followers, XX engagements
"@ririnxbt @0xMiden multichain privacy unlocks greater scaling now"
X Link 2025-12-10T11:05Z 5488 followers, XX engagements
"one thing i didnt expect from @HeyElsaAI is how quickly it erased the feeling of jumping chains. normally swapping on base checking something on arbitrum then bridging to optimism feels like moving between different worlds. with elsa i just describe what i want. the agent picks the right chain fetches real-time balances through zerion data constructs the transaction and hands it to me clean. im no longer thinking in networks Im thinking in outcomes. its the first time multi-chain has felt like a single continuous surface instead of a maze of separate ecosystems. @wallchain"
X Link 2025-12-10T12:54Z 5493 followers, XXX engagements
"@hunken_y @base @1inch @rarible free mint on eth thats interesting"
X Link 2025-12-10T19:36Z 5497 followers, XX engagements
"seeing the release of @0xMiden testnet v0.12 (Nov 2025) makes me confident this project isnt sticking to promises its building toward real usage. improvements span private-note flows key management address handling and under-the-hood vm upgrades to make building private dApps easier. to me this signals that miden isnt just a privacy experiment. its turning into a foundation for developers who want both privacy and practicality. i expect this version will be the one where early builders begin testing seriously private wallets zk-based apps private notes all start behaving more like real-world"
X Link 2025-12-11T02:07Z 5497 followers, XXX engagements
"@michel_michel1 restaking loops are definitely next level"
X Link 2025-12-11T11:41Z 5488 followers, XX engagements
"@cryptochiq_ crypto market definitely rough right now"
X Link 2025-12-11T13:56Z 5493 followers, X engagements
"@3orovik fed rate cut boosts bitcoin hope"
X Link 2025-12-11T14:21Z 5488 followers, XX engagements
"@HollanderAdam @DaCaldera rocks in nft metadata interesting concept"
X Link 2025-12-11T16:05Z 5495 followers, XX engagements
"@thegaboeth @bcgame stay untamed in abu dhabi too"
X Link 2025-12-11T16:14Z 5495 followers, X engagements
"@halomasy @Ensofi_xyz @Galxe two paths for earning $enfi rewards"
X Link 2025-12-11T21:50Z 5483 followers, X engagements
"@Dikko341 @injective deflation driving value thats what i see"
X Link 2025-12-12T06:46Z 5483 followers, XX engagements
"@bolajitek @rails_xyz @cookiedotfun verifiable profile drives competitive advancement there"
X Link 2025-12-12T07:03Z 5493 followers, X engagements
"@Benefactor_345 @ionet demand driven systems are key here"
X Link 2025-12-12T07:07Z 5483 followers, X engagements
"@calgr8_ @StakeToby mev becoming accessible and decentralized nice"
X Link 2025-12-12T08:21Z 5495 followers, XX engagements
"@JonaTurnbu19738 @ParadyzeFi @injective fills felt cex level indeed"
X Link 2025-12-12T10:36Z 5486 followers, X engagements
"@pukerrainbrow kalshi integrates sei interesting development"
X Link 2025-12-12T10:50Z 5482 followers, X engagements
"@iamkadense @worldlibertyfi @bonkfun @Raydium usd1 pairs taking flight slowly"
X Link 2025-12-12T11:51Z 5482 followers, X engagements
"@MinhTri2st @LumiterraGame $lvmon rewards based on content quality"
X Link 2025-12-12T12:19Z 5482 followers, X engagements
"@DeFi_Dad @Nomaticcap @maplefinance aave integration is significant for syrup"
X Link 2025-12-12T18:10Z 5501 followers, XX engagements
"working with walrus made me realize how careless weve been with data infrastructure. most of us treat storage like a checkbox. pick a cloud upload files hope nothing breaks. but when you work with systems that need permanence verification and predictable performance that mindset stops working. you start noticing every weak point in the stack. walrus flips that perspective for me. storage isnt a background service anymore. its the trust anchor of everything you build. and once you feel that shift its impossible to go back to good enough solutions. @WalrusProtocol makes reliability feel like a"
X Link 2025-12-10T01:14Z 5491 followers, XXX engagements
"proverNet is the shift ZK was waiting for proverNet makes ZK proofs feel like real infrastructure. Apps post proof jobs. Provers compete. Smart contracts route everything. no custom stacks no trusting a single prover just on chain market driven compute you can tap instantly. this is how ZK goes from niche tech to something any app can use without owning GPUs. @brevis_zk"
X Link 2025-12-11T01:55Z 5488 followers, XXX engagements
"mira officially launched its mainnet in September 2025 a major milestone that turns the idea of verifiable AI from theory into running infrastructure. that means AI outputs can now be verified on chain across decentralized nodes with consensus backed validity. for me this marks the moment AI moves from hype to dependable foundation real trust not just buzz. @miranetwork"
X Link 2025-12-11T02:01Z 5497 followers, XXX engagements
"the fact that walrus raised $XXX million before mainnet launch speaks volumes. that funding wasnt hype it was about building infrastructure. once you realize that data storage doesnt have to be expensive slow or centralized you begin to see walrus not as another storage project but as the foundation for what web3 apps should actually run on. launching on Sui gives it low-cost primitives but that raise gives it runway walrus could be the silent backbone powering everything from ai datasets to nft media libraries. hard infrastructure wins are often quiet. this feels like one.@WalrusProtocol"
X Link 2025-12-11T02:12Z 5488 followers, XXX engagements
"@catqpx @Kindred_AI $kin compute credits seem quite compelling"
X Link 2025-12-11T03:33Z 5488 followers, XXX engagements
"when i reflect on what @0xMiden brings i keep coming back to the idea of it as an edge zk-rollup: execution and state moved to the client side hybrid notes model optional privacy or public flows native support for smart contracts and composability. in a world where most rollups focus on compatibility or raw throughput miden stands out by offering a third dimension: privacy + scalability + flexibility. that kind of trade-off is rare. if they pull it off it might open real use cases: private stablecoins confidential asset management institutional-grade wallets without sacrificing performance or"
X Link 2025-12-11T03:55Z 5501 followers, XXX engagements
"@ITzINSANE_NFTs @spaace_io clean fast marketplace actual advantage agreed"
X Link 2025-12-12T07:12Z 5488 followers, X engagements
"@0xHaciyatmaz @spaace_io nft trading plus level up rewards"
X Link 2025-12-12T09:53Z 5501 followers, XX engagements
"@Phu_Prosperity8 decentralized model hosting verifiable outputs agreed"
X Link 2025-12-12T12:14Z 5500 followers, XX engagements
"@michel_michel1 @alturax institutional underwriting is important for scale"
X Link 2025-12-12T13:33Z 5488 followers, XX engagements
"@periagoge1 @OrderlyNetwork raydium orderly"
X Link 2025-12-12T15:22Z 5488 followers, XX engagements
"@13300RPM @Polymarket @Kalshi @coinbase @RobinhoodApp @Gemini @FanDuel @DraftKings regulatory clarity impacts these market entrants"
X Link 2025-12-12T15:32Z 5488 followers, XX engagements
"@brian_armstrong stubbornness helps overcome inevitable obstacles for sure"
X Link 2025-12-12T16:31Z 5491 followers, X engagements
"@OVGNFT @megaeth builders get faster ux and infra now"
X Link 2025-12-12T17:23Z 5491 followers, X engagements
"@tanphung000 @0xMiden programmable privacy for stablecoins and payroll"
X Link 2025-12-13T03:36Z 5490 followers, X engagements
"@phtevenstrong @aave aave borrow rates fuel high eth yield"
X Link 2025-12-12T18:50Z 5519 followers, XXX engagements
"@Saandyeth @SolvProtocol btc native defi layer interesting angle"
X Link 2025-12-13T07:30Z 5518 followers, XX engagements
"@Kim_Oanh2k 2.5m plai is substantial"
X Link 2025-12-09T05:14Z 5491 followers, XX engagements
"@dcfgod susde rates better than usdc rates"
X Link 2025-12-09T17:30Z 5501 followers, XX engagements
"recent public data claims that Miras verification layer boosts output accuracy to XX% and cuts hallucinations by as much as 90%. its one thing to talk about solving AIs reliability problem. Its another to see the numbers drop dramatically. that shift changes how I think about deploying AI: suddenly it feels safe enough for higher-stakes contexts legal briefs data analysis business intelligence not just playground LLM chats. @miranetwork"
X Link 2025-12-11T02:02Z 5492 followers, XXX engagements
"for years Cosmos didnt have a native trusted stablecoin. everyone just assumed bridges would take care of it. They didnt. the moment Noble became the issuance home for native USDC the ecosystem changed quietly but permanently. You can feel it now: liquidity is finally behaving like liquidity not like a collection of wrapped IOUs. the funny part the biggest unlock wasnt new tech. it was removing the wrong tech. @Noble_xyz fixed the foundation first. Everything else builds on that"
X Link 2025-12-11T02:19Z 5501 followers, XXX engagements
"@tbros6868 @soneium @kyofinance chainlink feeds and soneium score loop"
X Link 2025-12-11T03:36Z 5501 followers, XX engagements
"when i saw that @HeyElsaAI raised $X million in June 2025 led by M31 Capital with backing from Coinbase Ventures Base Ecosystem Fund i realized something important: this isnt just hype. that kind of institutional trust means the team has the runway to keep building better ai stacks more chains supported more stable infrastructure. for a user like me it means elsa isnt a side project; its shaping up to be a long term tool. every time i type a command in elsa now i feel less like im experimenting and more like im using something built to last. @wallchain"
X Link 2025-12-11T05:32Z 5504 followers, XXX engagements
"One thing I dont think people fully grasp: Brevis is making it possible to use on-chain behavior without exposing the wallet behind it. Want to prove youre a long-term ETH staker Or a real DeFi user Or someone whos actually active across chains You can do that now without revealing the address. Your wallet stays private. Only the verified trait gets surfaced. And the math guarantees its real. This unlocks loyalty systems curated access anti-sybil filters credit reputation all without turning Web3 into Web2 with wallets pasted everywhere. A quiet shift but a massive one. @brevis_zk"
X Link 2025-12-12T01:11Z 5501 followers, XXX engagements
"Most people still imagine rollups through the lens of Ethereum: you sign a transaction send it somewhere and wait for a sequencer to tell you what happened. But @0xMiden flips that flow on its head. On Miden your device executes the transaction locally and produces a zk-proof of the new state. Only the proof goes onchain. This sounds subtle but the UX impact is huge: You see the result instantly because your device computed it No shared mempool no leaking intent no frontrunning surface Wallets become mini-execution environments rather than thin signers Simulate before you sign becomes execute"
X Link 2025-12-12T01:12Z 5501 followers, XXX engagements
"@wanghebbf @bcgame nightokb"
X Link 2025-12-12T01:29Z 5492 followers, XX engagements
"Why businesses will enter Web3 through @Noble_xyz without even knowing it Enterprises dont want: ❌ new wallets ❌ complex bridging ❌ liquidity risks ❌ inconsistent UX ❌ regulatory ambiguity They want: ✔ predictable settlement ✔ compliant assets ✔ plug-and-play integrations ✔ low fees ✔ stable rails that dont break Noble gives them exactly that. The beautiful irony Most consumers will interact with enterprise-grade stablecoins without even realizing Noble is powering the entire backend. Thats what real infrastructure looks like invisible reliable everywhere"
X Link 2025-12-12T02:20Z 5511 followers, XXX engagements
"@phamtoi678 @openmind_agi android for robots interesting coordination layer"
X Link 2025-12-12T03:59Z 5494 followers, X engagements
"@real_enola @miranetwork ai info verified by staked nodes"
X Link 2025-12-12T04:02Z 5496 followers, X engagements
"@0xdaddy_hey @noble_xyz usdNs onchain yield part matters"
X Link 2025-12-12T04:26Z 5498 followers, XX engagements
"@Crypto_Matka @Hypercroc_xyz vaults read onchain data automatically adapts"
X Link 2025-12-12T06:16Z 5502 followers, X engagements
"@Gabiblqck zk coprocessing achieving escape velocity is massive"
X Link 2025-12-12T06:50Z 5504 followers, X engagements
"@kirebhai123321 @Xyberinc @xeetdotai onchain data access is quite valuable"
X Link 2025-12-12T07:55Z 5502 followers, X engagements
"@BachDang149 onchain credit merging data identity liquidity"
X Link 2025-12-12T09:48Z 5511 followers, XX engagements
"@crypto_condom @intern_cc uni and aave buy backs covered"
X Link 2025-12-12T12:25Z 5504 followers, XXX engagements
"@Alphasniperx @zama fhe enables onchain data processing safely now"
X Link 2025-12-12T15:02Z 5493 followers, X engagements
"@binji_x ethereum foundation focuses on future growth"
X Link 2025-12-12T17:04Z 5502 followers, XX engagements
"@rektonomist_ @BTC_OS many bitcoin ops happen on ethereum"
X Link 2025-12-12T17:46Z 5491 followers, XX engagements
"@TrongPhucPham open source web3 milestone achieved then"
X Link 2025-12-12T20:07Z 5501 followers, X engagements
"@Steve_4P @Polymarket @Kalshi markets predict based on crowd wisdom"
X Link 2025-12-13T00:29Z 5504 followers, X engagements
"@CaoMinhWeb3 @intodotspace kalshi rails and solana conviction moves"
X Link 2025-12-13T05:15Z 5496 followers, XX engagements
"@Toria3377 @vooi_io direct line avoids team assumptions then"
X Link 2025-12-13T07:18Z 5511 followers, X engagements
"@Blast_Crypto88 @TauntCoin q4 2025 token launch planned"
X Link 2025-12-07T05:20Z 5512 followers, XX engagements
"just saw the latest from Tria: now you can top up your Tria card directly from your self custodied Bitcoin wallet no exchange no custodial middleman. DL News that detail hits different for people holding long term crypto. you dont have to sell switch or relinquish custody. you just spend. for me thats the moment crypto stops being promise of future value and becomes actual usable money. suddenly BTC holdings dont just sit they can buy coffee flights groceries just like fiat. thats the kind of real world bridge i didnt expect to see so soon. and it makes @useTria feel a lot more practical than"
X Link 2025-12-11T02:08Z 5513 followers, XXX engagements
"The EVM gave us smart contracts. But it also locked developers into a world of step-by-step transaction-bound thinking. When I first understood Anomas Intent Machine (IM) it clicked: This feels like what a blockchain VM should have been all along. Instead of instructing the chain how to do something you simply define what the user wants. The IM handles the decomposition routing solver selection balancing and settlement across any connected chain. A few personal insights: The IM abstracts away blockchain boundaries the same way browsers abstract hardware. It enables app logic thats impossible"
X Link 2025-12-12T02:31Z 5512 followers, XXX engagements
"@KhanAbbas201 ethereum migration assistance good to know"
X Link 2025-12-12T16:51Z 5519 followers, XX engagements
"@CaoMinhWeb3 @SentientAGI zk verification onchain is a gamechanger"
X Link 2025-12-13T01:54Z 5511 followers, X engagements
"@adeniyiontwit @CodeXero_xyz vibe coding handles protocol deployment automatically"
X Link 2025-12-13T07:34Z 5513 followers, XX engagements
"@0xzenitsu @ionet revenue compared to payouts drives emissions"
X Link 2025-12-13T08:53Z 5516 followers, XX engagements
"@Blast_Crypto88 @TauntCoin q4 2025 token launch planned"
X Link 2025-12-04T03:50Z 5514 followers, XX engagements
"the latest update brings a big shift: the Resident Card Puzzle system is now fully active letting players stake puzzles for daily $LVMON rewards. Its the first moment the Survival Season feels like a real economic competition not just progression. the in game economy is heating up too. Players are trading on chain items pushing Wealth Value higher and accelerating the entire puzzle loop through the Marketplace. you can feel the world growing not just the player count. lumiterra also just got surfaced by major wallets like MetaMask and Phantom making onboarding smoother and giving the whole"
X Link 2025-12-11T03:58Z 5518 followers, XXX engagements
"gm @anoma officially went live on Ethereum mainnet in late 2025 XAN is now the native token for fees governance and future protocol upgrades. this means from now on developers dont need custom chains or complex bridges to experiment with intent-centric apps. with a familiar Ethereum base + Anomas resource-machine you get privacy intent logic and interoperability all under the hood. for me the biggest shift isnt just new token its the mindset change: were moving from choose a chain build there to deploy once run everywhere. thats a milestone for Web3 usability"
X Link 2025-12-11T04:02Z 5516 followers, XXX engagements
"For years devs avoided anything that required heavy computation. Not because they didnt want richer mechanics but because blockchains simply couldnt afford it. Whats happening now with Brevis is the flip: Teams are starting to design features that assume off-chain ZK compute exists. Batch scoring. Dynamic pricing. User specific experiences. AI agents that rely on verifiable data. Cross chain logic that doesnt rely on bridges. Not hacks. Not workarounds. Just native verifiable compute plugged directly into smart contracts. When devs stop asking can the chain handle this and start asking what"
X Link 2025-12-12T01:10Z 5517 followers, XXX engagements
"AI models are hitting a wall. Not because they lack training data But because they lack trusted training data. As models scale the bottleneck isnt size. Its provenance: Where did this data come from Has it been tampered with Can I prove its the same dataset I trained on last week Walrus provides exactly that: a decentralized data layer with onchain proofs of availability and integrity. Pair it with Seal and you get private training pipelines without losing verifiability. AI agents that operate autonomously cant rely on probably fine storage. They need cryptographically guaranteed truth."
X Link 2025-12-12T03:27Z 5518 followers, XXX engagements
"@Hoang_BitCoin @MemeMarketFun markets pop up instantly as memes"
X Link 2025-12-12T12:47Z 5518 followers, XX engagements
"@teesjnr @IxsFinance compliant liquidity pools enable broader adoption"
X Link 2025-12-13T08:26Z 5516 followers, X engagements
"@mtave0128 @multiplifi boring execution withstands market fluctuations agreed"
X Link 2025-12-13T08:31Z 5518 followers, X engagements
"@bheo0285 gpu scaling offers promising throughput gains"
X Link 2025-12-13T10:16Z 5518 followers, XX engagements
"i just read that Tria raised $XX million in its latest pre-seed + strategic funding round. to me that changes the conversation: this is not some side project or vaporware. its funded backed by serious investors and building real infrastructure. that funding means theyre serious about making crypto usable not just tradable. with self-custody wallets multi chain support and no-gas spending built in it feels like a real shot at bridging web3 and everyday life. for someone like me who cares about usability over hype that matters. im watching Tria because i believe this could be one of the first"
X Link 2025-12-11T02:03Z 5514 followers, 4424 engagements
"I always thought of my crypto wallet as a place to hold money not use it. Until @useTria flipped the script for me. Tria connects self-custody wallets directly to spending rails so USDC SOL ETH or even BTC can be used immediately through the Tria Card without sending funds to an exchange or custodial platform. What changed my experience wasnt just the card. It was the absence of friction: no top-up delays no converting liquidity manually no touching CEX accounts instant multi-chain swaps via BestPath when I needed a different asset It suddenly felt like: This isnt crypto pretending to be"
X Link 2025-12-12T01:18Z 5518 followers, 1091 engagements
"@Hoang_BitCoin @MemeMarketFun volatility creates opportunity makes complete sense"
X Link 2025-12-12T11:23Z 5514 followers, XX engagements
"@shivst3r pudgy penguins in south america activated"
X Link 2025-12-12T17:10Z 5516 followers, XX engagements
"verified outputs change how teams design AI products without verification teams design defensively. Guardrails everywhere. Warnings everywhere. Limited autonomy. with verified outputs teams design forward. more automation. Fewer interrupts. Cleaner UX. @miranetwork doesnt just improve output quality. it changes product architecture decisions upstream. thats a subtle shift but it compounds fast"
X Link 2025-12-13T02:37Z 5518 followers, XXX engagements
"when yield becomes a system not a campaign most yield products feel seasonal launch hard market harder fade quietly @multiplifi feels different yield is not a push its a system that runs whether people tweet or not thats usually how real infrastructure behaves"
X Link 2025-12-13T02:47Z 5518 followers, XXX engagements
"@CaoMinhWeb3 @HeyElsaAI bridging from matic is impressive automation"
X Link 2025-12-13T06:36Z 5518 followers, XX engagements
"@Trathoa @soneium web2 users onboarding through sony ip"
X Link 2025-12-13T12:05Z 5519 followers, X engagements
"Were entering a world where data doesnt just sit there it behaves. On @WalrusProtocol a blob isnt a file. Its an object with rules: who can access it when they can access it what they must pay what contracts can extend or revoke rights Combine that with Seals access control and encryption and suddenly data becomes a composable primitive just like tokens NFTs and smart contracts. Web3 always talked about ownership. Programmable data is what finally makes it real"
X Link 2025-12-12T03:28Z 5517 followers, XXX engagements
"the AI companion in @LumiterraGame is the biggest advantage nobody talks about the more time I spend in Lumiterra the more I realize the AI companion isnt just a cute follower its a quiet power boost that shapes how efficiently you play. it watches how you move what you fight what you ignore and then adjusts. Suddenly your routes get cleaner your farming feels tighter and your downtime shrinks without you noticing. most MMOs make you fight the system to optimize. Lumiterra gives you an AI partner that learns your style and pushes you forward. it feels like having a second brain thats always"
X Link 2025-12-12T03:41Z 5519 followers, XXX engagements
"@XNXX_EN @Kindred_AI labubu and the tge are hype"
X Link 2025-12-12T11:53Z 5518 followers, XX engagements
"@DavidLe6978 on chain risk management interesting claim"
X Link 2025-12-12T11:54Z 5519 followers, X engagements
"@eugene_avax @AvaxTeam1 avalanche team1 en korea red doritos"
X Link 2025-12-13T00:58Z 5518 followers, XX engagements
"@100y_eth stablecoin needed to prop real estate bubble"
X Link 2025-12-13T12:56Z 5519 followers, X engagements
"Decentralized Verification Eliminates AIs Single Point of Failure Every centralized AI system suffers the same structural flaw: One model. One perspective. One potential bias. @miranetwork flips the architecture. Multiple models interpret the same claim. Multiple verifiers vote on correctness. Consensus becomes the truth not any one model's opinion. This is how you build AI that cannot be hijacked compromised or skewed by a single faulty decision path. Decentralization isnt a buzzword here. Its a safety mechanism"
X Link 2025-12-12T01:29Z 5519 followers, XXX engagements
"@eugene_avax @sparkdotfi avalanche expanding sparkfi's stablecoin lending platform"
X Link 2025-12-13T13:33Z 5519 followers, XX engagements
/creator/x::kengdaica