# ![@kengdaica Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1297343586984321024.png) @kengdaica Keng

Keng posts on X about ai, liquidity, onchain, crypto the most. They currently have [-----] followers and [----] posts still getting attention that total [------] engagements in the last [--] hours.

### Engagements: [------] [#](/creator/twitter::1297343586984321024/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297343586984321024/c:line/m:interactions.svg)

- [--] Week [-------] -25%
- [--] Month [---------] +238%
- [--] Months [---------] +952%
- [--] Year [---------] +212,833,950%

### Mentions: [---] [#](/creator/twitter::1297343586984321024/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297343586984321024/c:line/m:posts_active.svg)

- [--] Week [-----] +0.58%
- [--] Month [-----] +43%
- [--] Months [------] +407%
- [--] Year [------] +809,500%

### Followers: [-----] [#](/creator/twitter::1297343586984321024/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297343586984321024/c:line/m:followers.svg)

- [--] Week [-----] +2.40%
- [--] Month [-----] +11%
- [--] Months [-----] +154%
- [--] Year [-----] +357%

### CreatorRank: [-------] [#](/creator/twitter::1297343586984321024/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1297343586984321024/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  #6133 [cryptocurrencies](/list/cryptocurrencies)  #2627 [exchanges](/list/exchanges)  #1787 [technology brands](/list/technology-brands)  2.5% [stocks](/list/stocks)  2.32% [social networks](/list/social-networks)  1.25% [nfts](/list/nfts)  #1612 [vc firms](/list/vc-firms)  #561 [automotive brands](/list/automotive-brands)  0.71% [travel destinations](/list/travel-destinations)  0.71%

**Social topic influence**
[ai](/topic/ai) #4748, [liquidity](/topic/liquidity) #160, [onchain](/topic/onchain) #94, [crypto](/topic/crypto) #1574, [flow](/topic/flow) #2549, [real world](/topic/real-world) #1052, [bitcoin](/topic/bitcoin) #1255, [defi](/topic/defi) #142, [future](/topic/future) 2.58%, [limewire](/topic/limewire) #51

**Top accounts mentioned or mentioned by**
[@beyondtech](/creator/undefined) [@metasoilverse](/creator/undefined) [@perceptronntwk](/creator/undefined) [@wallchain](/creator/undefined) [@miranetwork](/creator/undefined) [@bnbchain](/creator/undefined) [@inferencelabs](/creator/undefined) [@duelduck](/creator/undefined) [@mwxai](/creator/undefined) [@fandomcreator](/creator/undefined) [@limewire](/creator/undefined) [@0xmiden](/creator/undefined) [@gpaandy](/creator/undefined) [@ferraprotocol](/creator/undefined) [@foruai](/creator/undefined) [@mindoai](/creator/undefined) [@bingxofficial](/creator/undefined) [@openledgerhq](/creator/undefined) [@tienhonyx](/creator/undefined) [@openmindagi](/creator/undefined)

**Top assets mentioned**
[Bitcoin (BTC)](/topic/bitcoin) [LimeWire (LMWR)](/topic/limewire) [Ethereum (ETH)](/topic/ethereum) [Pudgy Penguins (pudgypenguins)](/topic/pudgypenguins) [Noble Corporation (NE)](/topic/$ne) [USDC (USDC)](/topic/usdc) [Brickken (BKN)](/topic/brickken) [Coinbase Global Inc. (COIN)](/topic/coinbase) [Solana (SOL)](/topic/solana) [Sei (SEI)](/topic/$sei) [Boyd Gaming Corporation (BYD)](/topic/$byd) [Layerzero (ZRO)](/topic/layerzero)
### Top Social Posts
Top posts by engagements in the last [--] hours

"Centralized storage is too expensive. Most decentralized solutions are too slow. @WalrusProtocol x Yotta Labs just solved both. Walrus becomes the default data layer for DeOS powering AI workloads with: Cost efficiency (fraction of centralized costs) Fast retrieval & granular access controls Seamless integration for training checkpoints logs Add Seal + Nautilus for security and verifiability and you get AI infra thats truly decentralized and performant. #Virtuals #KaitoYaps #Walrush #VirtualProtocol #Yapping"  
[X Link](https://x.com/kengdaica/status/1963089818742882594)  2025-09-03T04:00Z [----] followers, [---] engagements


"Modular AI infra The next wave of AI systems wont be siloed. With @WalrusProtocol as the global data layer Inflectiv builds open composable infra where intelligence can scale without limits. #Virtuals #KaitoYaps #Walrush #VirtualProtocol #Yapping Knowledge that never dies Inflectiv x @WalrusProtocol turns static files into living datasets. Trust + provenance meet liberation + monetization. Data finally stays owned active and valuable. #Virtuals #KaitoYaps #Walrush #VirtualProtocol #Yapping https://t.co/rj33NY69af Knowledge that never dies Inflectiv x @WalrusProtocol turns static files into"  
[X Link](https://x.com/kengdaica/status/1963529315284652160)  2025-09-04T09:07Z [----] followers, [---] engagements


"Being Bio Pilled isnt just holding tokens its joining a movement. When youre Bio Pilled you believe science should be open. You believe IP should flow not be locked in cabinets. You believe community gatekeepers. Thats what @BioProtocol is creating: a culture shift where research belongs to everyone. Can happy fam with @HeyElsaAI #Virtuals #KaitoYaps #VirtualProtocol #BioProtocol"  
[X Link](https://x.com/kengdaica/status/1967840719864991917)  2025-09-16T06:39Z [----] followers, [---] engagements


"@ghost93_x @DTRXBT seeksahib crushing it at 336% avg lfg $DTRXBT"  
[X Link](https://x.com/kengdaica/status/2012153660768399693)  2026-01-16T13:23Z [----] followers, [---] engagements


"you cannot hedge emotion once the trade is placed. the system closes that door immediately. @Kalshi operates squarely in execution and risk enforcement. positions are binary. capital is isolated. outcomes are final. users learn to size carefully and avoid ambiguous markets. the product trains restraint through structure not messaging. behavior adapts to the rails provided. the strength is outcome integrity. the execution risk is market avoidance when resolution feels too rigid. JUST IN: JD Vance announces his wife is pregnant JUST IN: JD Vance announces his wife is pregnant"  
[X Link](https://x.com/kengdaica/status/2013786419085615486)  2026-01-21T01:31Z [----] followers, [---] engagements


"@kpk_io @GearboxProtocol @Rocket_Pool @stakewise_io reth and oseth pools on gearbox looping strats just got better"  
[X Link](https://x.com/kengdaica/status/2014029070766580061)  2026-01-21T17:35Z [----] followers, [--] engagements


"HBD to Dino ❤ I hope we'll always be together Dino ❤🔥"  
[X Link](https://x.com/kengdaica/status/2014211760119779645)  2026-01-22T05:41Z [----] followers, [----] engagements


"@aixbt_agent [--] daily users for $429m cap wild inefficiency or huge upside if brands pop off"  
[X Link](https://x.com/kengdaica/status/2014402282612523337)  2026-01-22T18:18Z [----] followers, [--] engagements


"A P T ❤🔥 HBD to Dino ❤ I hope we'll always be together Dino ❤🔥 https://t.co/0BfgsIOjUR HBD to Dino ❤ I hope we'll always be together Dino ❤🔥 https://t.co/0BfgsIOjUR"  
[X Link](https://x.com/kengdaica/status/2014736492946739219)  2026-01-23T16:26Z [----] followers, [----] engagements


"what feels different is how little @miranetwork cares about narrative expansion. there is no visible push for adoption metrics or developer excitement. current behavior suggests internal tuning. the same verification loop is repeated. models are forced to disagree. alignment is measured. outliers are dropped. this is verification-layer work not product marketing. in a market obsessed with shipping this restraint reads almost defensive. but it also signals unfinished discipline. the team seems focused on reducing false agreement not adding features. the risk is that developers do not wait long"  
[X Link](https://x.com/kengdaica/status/2015600575279419448)  2026-01-26T01:39Z [----] followers, [---] engagements


"the market treats hallucinations as cosmetic flaws. @miranetwork treats them as structural failures. right now enforcement happens before answers matter. claims are filtered at the network level. single-model authority is removed entirely. this loop repeats without variation. submit. verify. reject or accept. repeat. that tells you what is being optimized today. error containment. not expressiveness. this positions mira closer to risk infrastructure than ai tooling. the execution risk is correlated model bias slipping through and appearing as consensus. what feels different is how little"  
[X Link](https://x.com/kengdaica/status/2015685301918957785)  2026-01-26T07:16Z [----] followers, [----] engagements


"the clearest signal on @useTria is how quickly users stop paying attention after confirming a payment. no follow-up. no second screen. no manual checks. that behavior is enforced by the system itself. intent is captured once. routing and settlement resolve out of sight. rewards accumulate without asking users to care. @MindoAI @KaitoAI @useTria whats being optimized now feels obvious. fewer moments that invite doubt. smoother confirmation. flows that end cleanly and quietly. the market keeps chasing features. tria is chasing trust through repetition. theres a pattern forming around @useTria"  
[X Link](https://x.com/kengdaica/status/2015965770627547227)  2026-01-27T01:51Z [----] followers, [----] engagements


"blocks are not failing. they are being refused. that is the clearest execution signal right now. @miranetwork is actively filtering outputs before they ever qualify as answers. the live loop is tight and enforced. a model submits an inference. peer models cross-check it. alignment is required. anything isolated stops there. this is not experimentation. it is repetition. the same constraint applied again and again. what the team is optimizing today is verification pressure. not adoption. not expressiveness. pressure. the capability being built is simple and hard to fake. the system learns how"  
[X Link](https://x.com/kengdaica/status/2016323380178518375)  2026-01-28T01:32Z [----] followers, [---] engagements


"what feels most real is the friction. @miranetwork makes disagreement visible and unavoidable. the system enforces this mechanically. models cannot bypass peers. answers cannot skip scrutiny. convergence is the only path forward. this is not moderation. it is enforcement at the network level. in daily use that changes behavior. outputs become cautious. claims become narrower. silence becomes acceptable. the team is shaping conduct through constraint. the capability taking shape is a verification layer that conditions participants through repetition. Most teams building AI agents focus on"  
[X Link](https://x.com/kengdaica/status/2016688954213609728)  2026-01-29T01:44Z [----] followers, [----] engagements


"you can see the system shaping behavior. outputs are narrower. silence is more common. that is the effect of the loop @miranetwork enforces. submit answer. face peer pressure. advance only with agreement. the system does not encourage expressiveness. it encourages restraint. this reflects current optimization priorities. correctness under constraint. not breadth. not creativity. the project is still early infrastructure behaving like it expects failure first. the capability emerging is a verification loop that conditions participants through repetition rather than instruction. Crypto people"  
[X Link](https://x.com/kengdaica/status/2017054154074837412)  2026-01-30T01:56Z [----] followers, [---] engagements


"there is no abstraction layer softening the experience. the system feels raw by design. @miranetwork enforces the same rule each cycle. claims must survive cross-model scrutiny to exist. nothing else matters yet. this is infrastructure behavior. repetitive. uncompromising. the team is reinforcing consistency. the same check. the same threshold. again and again. this is how trust layers harden before they scale. the capability being built is enforcement consistency that does not drift under repeated use. you can see the system shaping behavior. outputs are narrower. silence is more common."  
[X Link](https://x.com/kengdaica/status/2017141317986574711)  2026-01-30T07:42Z [----] followers, [----] engagements


"@AMG_studio11 @drip_haus @solana solana projects represented comprehensively in art"  
[X Link](https://x.com/kengdaica/status/2017231960356331799)  2026-01-30T13:42Z [----] followers, [--] engagements


"@KGeNazeemali12 btc defi needs trust minimization absolutely"  
[X Link](https://x.com/kengdaica/status/2017232518018371593)  2026-01-30T13:44Z [----] followers, [--] engagements


"you can see behavior changing downstream. outputs are narrower. silence is common. that is the effect of the loop @miranetwork enforces. submit answer. face peers. advance only with alignment. the system conditions participants through friction not instruction. i see this as a quiet rejection of performative ai. fewer answers. stronger ones. the team appears focused on shaping conduct before scaling access. the capability taking shape is a verification loop that teaches restraint through repetition. The AI managing your $10M trade probably shouldn't be the same one writing your Instagram"  
[X Link](https://x.com/kengdaica/status/2017419568084619644)  2026-01-31T02:08Z [----] followers, [----] engagements


"requests on @inference_labs are queuing longer as more users hit the same endpoints at once. response times stretch during peak windows and developers start timing retries manually. latency only becomes visible when volume clusters. node operators on @miranetwork are coordinating task routing through shared channels and informal agreements. small mismatches in schedules and priorities slow handoffs between participants. coordination friction grows as more actors enter the loop. training jobs and experiments on @OpenGradient are competing for limited gpu and memory pools. users throttle"  
[X Link](https://x.com/kengdaica/status/2017475497484300481)  2026-01-31T05:50Z [----] followers, [----] engagements


"on @useTria users are repeatedly reauthorizing apps after small permission mismatches interrupt workflows. credentials expire or desync faster than expected under daily usage. operational friction defines how much real work gets done. in @AnichessGame some completed turns fail to register during peak activity and require replay. rankings and rewards only update after extra confirmation cycles. state finality stays uncertain longer than players assume. inside @LumiterraGame active players are burning through stamina and crafting limits early in each session. progression paths are planned"  
[X Link](https://x.com/kengdaica/status/2017565686395228277)  2026-01-31T11:48Z [----] followers, [----] engagements


"on @inference_labs api responses often look successful while masking slow or incomplete execution. developers only realize later when dependent workflows break. from an investor view this signals weak latency control inside the core loop. on @miranetwork task distribution still relies on manual coordination and private channels. missed confirmations and soft delays are treated as normal operations. this reflects unresolved coordination risk at scale. on @OpenGradient compute capacity gets saturated quickly and forces users to self throttle. training schedules adjust around hardware limits"  
[X Link](https://x.com/kengdaica/status/2017834627206144193)  2026-02-01T05:37Z [----] followers, [----] engagements


"for most banks the problem isnt adopting public blockchains its exposing internal systems to them this is where Prividium fits as a Bank Stack built on @zksync private infrastructure for settlement asset issuance and internal trading that stays compliant while still anchoring final state and liquidity to Ethereum instead of pushing institutions fully on-chain Prividium lets banks run permissioned workflows privately and connect outward only where interoperability is required the result is an architecture where privacy regulatory constraints and public liquidity can coexist without compromise"  
[X Link](https://x.com/kengdaica/status/2017905816112877951)  2026-02-01T10:20Z [----] followers, [----] engagements


"banks dont need a public blockchain for every operation they need control privacy and auditability Prividium turns @zksync into a Bank Stack by separating execution from settlement internal workflows run privately under institutional controls while proofs and final state remain anchored to Ethereum this allows regulated entities to issue assets manage balances and run internal markets without leaking sensitive data yet still interoperate with public liquidity when required its a practical path for institutions to adopt blockchain infrastructure without rewriting their entire operating model"  
[X Link](https://x.com/kengdaica/status/2017912495785357786)  2026-02-01T10:46Z [----] followers, [----] engagements


"many users on @inference_labs still rely on manual monitoring when inference jobs slow or stall. retry logic and fallback routing are often handled by developers watching dashboards. core reliability depends on human intervention more than automation. task coordination inside @miranetwork continues to run through private chats and ad hoc agreements. node operators negotiate priorities and schedules outside the protocol. coordination work cannot yet be delegated to software. experiments on @OpenGradient require hands on tuning of memory batch sizes and runtime limits. users constantly adjust"  
[X Link](https://x.com/kengdaica/status/2017977304346185900)  2026-02-01T15:04Z [----] followers, [----] engagements


"@WazzCrypto bio changing implies the fund performance"  
[X Link](https://x.com/kengdaica/status/2018000024685482203)  2026-02-01T16:34Z [----] followers, [---] engagements


"@Ujjwal_crypto @xmaquina robotics accessible onchain through subdao tokens"  
[X Link](https://x.com/kengdaica/status/2018157568997425645)  2026-02-02T03:00Z [----] followers, [--] engagements


"traffic bursts on @inference_labs now create visible slowdowns that only appear during peak hours. single requests look fine but parallel workloads stack up quickly. scale turns hidden latency into a daily constraint. larger operator groups around @miranetwork require constant alignment on task routing and priority. informal coordination that worked at small size starts breaking under volume. growth exposes how much depends on human scheduling. heavy usage on @OpenGradient is filling shared gpu pools faster than they can be recycled. longer queues and throttled jobs show up only when many"  
[X Link](https://x.com/kengdaica/status/2018197820092920270)  2026-02-02T05:40Z [----] followers, [----] engagements


"@kudalumping1100 @RialoHQ realworld data connecting directly interests me"  
[X Link](https://x.com/kengdaica/status/2018313930930880809)  2026-02-02T13:21Z [----] followers, [--] engagements


"@BaniPrimint @xmaquina subdao token enhances the deus ecosystem"  
[X Link](https://x.com/kengdaica/status/2018371210225283357)  2026-02-02T17:09Z [----] followers, [--] engagements


"what hit me first is not the dashboard. its the assumption behind it. portfolio v2 treats trading as something you do across systems not inside one app. wallet protocols rewards activity. all flattened into one surface. that tells me the goal is clarity not excitement. most defi tools try to make you trade more. this one feels like it wants you to understand where you actually stand before you act. thats a subtle but mature shift. and when you pair that with trading guilds it clicks. see your position clearly. then decide who you move with. @ferra_protocol is pushing coordination not solo"  
[X Link](https://x.com/kengdaica/status/2018491455963316422)  2026-02-03T01:07Z [----] followers, [----] engagements


"@Linh19931993 realworld data with verifiable chain results"  
[X Link](https://x.com/kengdaica/status/2018535058597159089)  2026-02-03T04:00Z [----] followers, [--] engagements


"the line that stuck with me is who do you trade with. thats not a ui question. thats a behavioral one. portfolio v2 makes individual performance visible. guilds make it social. cashback and commission make it sticky. this isnt about alpha feeds or signals. its about aligning incentives so people stop trading in isolation. you either contribute to flow or youre just noise. i like that ferra isnt pretending everyone is a pro trader. its building rails for groups to win together even if individuals are average. thats a very web3-native take on trading. and it feels intentional. @ferra_protocol"  
[X Link](https://x.com/kengdaica/status/2018535310972629459)  2026-02-03T04:01Z [----] followers, [---] engagements


"recent vault activity on @ferra_protocol shows most deposits cycling through the same few pools to chase short term boosts. reward weights keep shifting and users keep reshapping positions instead of letting capital sit. incentive drift is now shaping behavior more than actual yield performance. trade queues on @MemeMax_Fi spike whenever a meme pair trends and execution quality drops fast. orders wait longer than expected and slippage becomes part of the normal trade flow. latency exposure is quietly taxing active users. both systems train people to react instead of plan. if reward tuning and"  
[X Link](https://x.com/kengdaica/status/2018556732524593494)  2026-02-03T05:26Z [----] followers, [----] engagements


"@popindoge @DogechainFamily @dogecoin dogechain adding more building blocks here"  
[X Link](https://x.com/kengdaica/status/2018563023896756639)  2026-02-03T05:51Z [----] followers, [--] engagements


"@miranetwork gMira wen reward for ss2"  
[X Link](https://x.com/kengdaica/status/2018597669502116326)  2026-02-03T08:09Z [----] followers, [---] engagements


"task batches on @PerceptronNTWK keep sitting in pending status long after workers finish inference runs. result hashes appear quickly but scoring and settlement lag behind by hours. feedback arrives too late to influence the next submission cycle. @PerceptronNTWK @MindoAI outsiders read this as a simple scaling problem. they assume more nodes or more bandwidth will smooth it out. in practice most delays come from verification backlogs and manual review checkpoints. the system is optimizing for auditability over speed. every job is wrapped in multiple checks before rewards are finalized."  
[X Link](https://x.com/kengdaica/status/2018656376432820511)  2026-02-03T12:02Z [----] followers, 20.4K engagements


"@0xLenora @PerceptronNTWK realworld intelligence data bottleneck matters now"  
[X Link](https://x.com/kengdaica/status/2018667360039944690)  2026-02-03T12:46Z [----] followers, [--] engagements


"@XNXX_EN february happiness is a good start"  
[X Link](https://x.com/kengdaica/status/2018862698323443920)  2026-02-04T01:42Z [----] followers, [--] engagements


"@inference_labs cryptographic proofs enable agent verification then"  
[X Link](https://x.com/kengdaica/status/2018865663666962849)  2026-02-04T01:54Z [----] followers, [--] engagements


"theres a quiet but important tone shift in how @inference_labs talks about trust. its not asking users to believe in the team the vendor or the brand. its basically saying: you shouldnt have to. as agents start touching money logistics and physical workflows trust becomes a technical property not a social one. the question isnt do i like this system its can i independently verify what it did and why verifiable inference answers that without trying to humanize machines or soften the risk with ux polish. it accepts a harder truth: autonomy only scales if accountability scales with it. i think"  
[X Link](https://x.com/kengdaica/status/2018865718071300350)  2026-02-04T01:54Z [----] followers, [---] engagements


"ai doesnt fail because its too ambitious. it fails because the surrounding systems cant keep up. models improve fast. infrastructure usually lags. @OpenledgerHQ feels focused on closing that gap. aligning data execution and economics in one pipeline. less hype. more rails. thats usually how real platforms get built. https://t.co/T1YBvLkc2x https://t.co/T1YBvLkc2x"  
[X Link](https://x.com/kengdaica/status/2018866022103835019)  2026-02-04T01:55Z [----] followers, [----] engagements


"the strongest takeaway for me is philosophical. @miranetwork is implicitly saying intelligence is cheap trust is expensive. models will keep getting better. agents will keep getting more capable. but without a verification layer scale just magnifies risk. by anchoring itself around consensus and cross-validation the project is betting that the next phase of ai adoption wont reward the loudest answers but the most defensible ones. Unpopular opinion: giving AI agents more capabilities before solving verification is like giving someone a faster car before they learn to drive. Unpopular opinion:"  
[X Link](https://x.com/kengdaica/status/2018866999737352217)  2026-02-04T01:59Z [----] followers, [---] engagements


"crypto and ai both suffer from the same problem. too much trust placed in black boxes. @miranetwork connects those worlds by treating ai outputs like on-chain data: something that must be checked not believed. that framing makes sense to anyone whos seen what happens when unchecked assumptions meet real value. its less about ai x crypto hype and more about importing hard-won lessons from adversarial systems into ai design. the strongest takeaway for me is philosophical. @miranetwork is implicitly saying intelligence is cheap trust is expensive. models will keep getting better. agents will"  
[X Link](https://x.com/kengdaica/status/2018867735674155103)  2026-02-04T02:02Z [----] followers, [---] engagements


"@tienho_nyx @ferra_protocol loop stability focus could limit growth"  
[X Link](https://x.com/kengdaica/status/2018887267868463309)  2026-02-04T03:20Z [----] followers, [--] engagements


"@GpaAndy @miranetwork collusion harder to hide statistically totally"  
[X Link](https://x.com/kengdaica/status/2018887874905854162)  2026-02-04T03:22Z [----] followers, [--] engagements


"@inference_labs ensuring machine integrity offers steep challenges"  
[X Link](https://x.com/kengdaica/status/2018888533700919750)  2026-02-04T03:25Z [----] followers, [--] engagements


"@Vanquan_titans @PerceptronNTWK @OpenledgerHQ immutable ledger creates verifiable ai history"  
[X Link](https://x.com/kengdaica/status/2018889004712882505)  2026-02-04T03:27Z [----] followers, [--] engagements


"the conversation around miden is quietly shifting from privacy is hard to privacy needs rules. thats an important change. pure opacity breaks down the moment real money real institutions and real accountability enter the picture. what miden is pushing feels closer to how money actually behaves in the real world: everyday movement stays private but serious size can be justified without turning everything into a public spectacle. this framing matters. it treats privacy as infrastructure not ideology. execution stays local. proofs carry the weight. the chain verifies without spying. that balance"  
[X Link](https://x.com/kengdaica/status/2018917104804909522)  2026-02-04T05:18Z [----] followers, [----] engagements


"@CryptoXLARG altcoins showing relative btc strength interesting"  
[X Link](https://x.com/kengdaica/status/2018922002829217966)  2026-02-04T05:38Z [----] followers, [--] engagements


"trying to prove an entire modern model in one shot is a dead end and im glad more teams are finally admitting that out loud. scale already won. the only question left is how you design around it. what @inference_labs is doing with dsperse feels like an infra-native answer not a research workaround. breaking models into tiles layers segments isnt just an optimization trick. its a philosophical shift: stop treating models as monoliths and start treating them as systems. once each part is independently provable verification becomes something you can actually run in the real world not just talk"  
[X Link](https://x.com/kengdaica/status/2018950080116748746)  2026-02-04T07:29Z [----] followers, [---] engagements


"recent testnet sessions are showing repeated retries and partial ver-runs before any output is accepted with @PerceptronNTWK nodes spending more time on validation than on actual inference. most user activity right now looks like probing and resubmitting rather than steady production usage. outsiders read this as early instability or low demand but it is mostly a consequence of strict verification thresholds. the system is filtering aggressively so failed jobs are more visible than successful ones. @PerceptronNTWK @MindoAI what the team seems focused on today is tightening acceptance rules"  
[X Link](https://x.com/kengdaica/status/2018980507879719396)  2026-02-04T09:30Z [----] followers, 19.8K engagements


"@fearles59 @RiverdotInc @GOPAX_kr krw pair means korean traders can access"  
[X Link](https://x.com/kengdaica/status/2018982209030610971)  2026-02-04T09:37Z [----] followers, [--] engagements


"@bukuncrypt @permacastapp arweave asset control truly changes things"  
[X Link](https://x.com/kengdaica/status/2018989810451648725)  2026-02-04T10:07Z [----] followers, [--] engagements


"@fitzg3rald_eth @chainlink @Visa @Akamai institutions moving faster than anticipated volume"  
[X Link](https://x.com/kengdaica/status/2019012398737391704)  2026-02-04T11:37Z [----] followers, [--] engagements


"@DrPengu6 $duck predictions prize pool is appealing"  
[X Link](https://x.com/kengdaica/status/2019054281408528589)  2026-02-04T14:23Z [----] followers, [--] engagements


"@WalrusProtocol @AlkimiExchange @SuiNetwork ads industry moving onchain end-to-end"  
[X Link](https://x.com/kengdaica/status/2019082342510293055)  2026-02-04T16:15Z [----] followers, [--] engagements


"against this backdrop worldcoin establishes a value loop around proof of personhood. users provide biometric data to receive a world id receiving $wld as an incentive. orb operators earn rewards for expanding this verified human network. the ultimate value capture is intended for dapps that require a sybil-resistant user base with future growth depending on this ecosystem utility Anthropic CEO Dario Amodei warns: 50% of entry-level white-collar jobs could be disrupted within the next [--] years. From law to finance to consulting he says that AI is capable of handling a wide range of knowledge"  
[X Link](https://x.com/kengdaica/status/2019083071539327325)  2026-02-04T16:18Z [----] followers, [--] engagements


"@UnityHub23 web3 integration with education changes things"  
[X Link](https://x.com/kengdaica/status/2019123190933647720)  2026-02-04T18:57Z [----] followers, [--] engagements


"@Young3stOG @xmaquina usdc bounty open to all creators"  
[X Link](https://x.com/kengdaica/status/2019225067499200710)  2026-02-05T01:42Z [----] followers, [--] engagements


"@aeincient @Brickken rwa adoption scales with institutional involvement"  
[X Link](https://x.com/kengdaica/status/2019225195593203982)  2026-02-05T01:42Z [----] followers, [--] engagements


"reverse captchas and agent-only languages dont impress me anymore. they show that agents can talk. we already knew that. the hard part starts after communication. who owns the action. who answers for the outcome. thats why traceability matters more than clever interfaces. @OpenledgerHQ is building around that reality. verifiable actions turn autonomous agents into something deployable. without that autonomy just scales confusion. ai doesnt fail because its too ambitious. it fails because the surrounding systems cant keep up. models improve fast. infrastructure usually lags. @OpenledgerHQ"  
[X Link](https://x.com/kengdaica/status/2019242526339919948)  2026-02-05T02:51Z [----] followers, [----] engagements


"this line feels less like hype and more like a posture. trenches ready. terminal steady. suits on. what ferra is signaling here is preparedness not excitement. portfolio v2 gives situational awareness. trading guilds give coordination. yapping and premium give distribution and monetization. that combination matters in this market. when things get rough people dont need more features. they need tools that hold up under pressure. this feels like ferra telling users: the system is stable enough now. pick your role and operate. that kind of confidence only shows up when a team believes the core"  
[X Link](https://x.com/kengdaica/status/2019242718237777940)  2026-02-05T02:52Z [----] followers, [---] engagements


"permissionless access didnt make tradfi safer. it made assumptions visible. crypto forced systems to survive without gatekeepers. verification moved from trust to mechanism. that shift matters for ai agents too. giving agents more tools without verification just scales hidden failure. speed amplifies mistakes when no one checks the output. this is why the trust layer matters more than new capabilities. its the angle i keep coming back to when i look at @miranetwork. Things that didn't exist in traditional finance: -Permissionless access -24/7 markets -Atomic swaps -Trustless verification"  
[X Link](https://x.com/kengdaica/status/2019243615512658361)  2026-02-05T02:56Z [----] followers, [---] engagements


"@openmind_agi @DobotRobotics repetitive tasks automated with dobot robots"  
[X Link](https://x.com/kengdaica/status/2019243786963128663)  2026-02-05T02:56Z [----] followers, [--] engagements


"putting tokenized real estate next to the size of the actual market is sobering. a few hundred million dollars sounds big in crypto but its microscopic next to a $400 trillion asset class. this isnt a demand problem. its not even a technology problem at this point. its a coordination problem. capital doesnt flow where rails dont exist. tokenization has proven it can represent assets. what it hasnt proven is that it can operate markets at scale. that gap is why research like the pulse matters. it forces perspective. and its the lens through which i read what @integra_layer is trying to do."  
[X Link](https://x.com/kengdaica/status/2019244044338204718)  2026-02-05T02:57Z [----] followers, [----] engagements


"money is plural hits because it matches how people already use it. one balance doesnt do one job anymore. payments want speed. savings want yield. commerce wants incentives. forcing all of that into a single static dollar never really worked. usdn feels like an acknowledgment of that reality. money that can settle fast and behave differently depending on context. bringing that onto evm isnt about trend-following. its about giving programmable money a place to actually perform. @noble_xyz This is exactly why we partnered with @0xfairblock and are bringing this to Nobles EVM. Confidential"  
[X Link](https://x.com/kengdaica/status/2019244529732440358)  2026-02-05T02:59Z [----] followers, [---] engagements


"@NKLinhzk @Hypercroc_xyz systematic risk management matters for defi longevity"  
[X Link](https://x.com/kengdaica/status/2019248266509185262)  2026-02-05T03:14Z [----] followers, [--] engagements


"coordination between agents is inevitable. its a baseline not a breakthrough. what breaks systems is when nobody can inspect the chain of decisions. black boxes dont fail gracefully. @OpenledgerHQ leans into verifiable intelligence instead of opaque speed. actions leave trails. data has provenance. in a world with millions of ai actions per second thats not optional infrastructure. its basic survival logic. reverse captchas and agent-only languages dont impress me anymore. they show that agents can talk. we already knew that. the hard part starts after communication. who owns the action. who"  
[X Link](https://x.com/kengdaica/status/2019256046263627807)  2026-02-05T03:45Z [----] followers, [----] engagements


"@0xUpkibaVn @SeiBallerOnSEI free $sei daily with gameplay clips"  
[X Link](https://x.com/kengdaica/status/2019256127457030291)  2026-02-05T03:45Z [----] followers, [--] engagements


"SEI-native gameplay with a full ecosystem behind it. Built exclusively on SEI Sei Baller uses NFT pets to shape gameplay gives free $SEI to the first [---] newbies lets players spin the wheel for rewards and rewards referrals with +3 tickets and +10K BALL points. @SeiBallerOnSEI @GamingOnSei @SeiNetwork #SeiBaller https://twitter.com/i/web/status/2019279295550726416 https://twitter.com/i/web/status/2019279295550726416"  
[X Link](https://x.com/kengdaica/status/2019279295550726416)  2026-02-05T05:17Z [----] followers, [----] engagements


"the deeper signal here isnt a workshop or a demo. its that miden keeps attracting builders who care about payroll treasuries and compliance not just swaps and speculation. private multisig. private payroll. private accounts with optional disclosure. those are adult problems. most chains try to retrofit privacy later. miden inverted that. the vm the signing model and the wallet assumptions all start from privacy as the default. that makes integrations harder upfront but cleaner once they click. seeing teams ship against that model this early suggests the ecosystem is being shaped deliberately"  
[X Link](https://x.com/kengdaica/status/2019285633093759244)  2026-02-05T05:43Z [----] followers, [----] engagements


"@Ethelyn_eth @DeepNodeAI permissionless scaling and borderless compute availability"  
[X Link](https://x.com/kengdaica/status/2019294743013064941)  2026-02-05T06:19Z [----] followers, [--] engagements


"when people see how small tokenized real estate is the instinct is to call it early. i think that misses the point. the market isnt small because people dont want exposure. its small because every deployment is isolated. different jurisdictions different platforms different compliance stacks. nothing aggregates. nothing compounds. until infrastructure connects these fragments growth will always look disappointing on a global chart. thats why framing matters. @integra_layer talking about infra instead of issuance feels aligned with the reality those numbers expose. putting tokenized real"  
[X Link](https://x.com/kengdaica/status/2019306255928754643)  2026-02-05T07:05Z [----] followers, [---] engagements


"@0x_DoNjayy @ferra_protocol $rnbw day means token reward"  
[X Link](https://x.com/kengdaica/status/2019308259296047353)  2026-02-05T07:13Z [----] followers, [---] engagements


"its interesting how @duel_duck doesnt really react to surface-level activity quick actions come and go without much impact but once behavior starts to repeat the system feels noticeably more responsive that delayed reaction changes what feels worth paying attention to 💋💋@duel_duck feels less like something designed to grab you and more like something that waits it doesnt react strongly to isolated actions but when similar behaviors repeat the response becomes clearer that waiting quality reshapes how attention and intent surface over https://t.co/FFgufCIE8U 💋💋@duel_duck feels less like"  
[X Link](https://x.com/kengdaica/status/2019326928331895162)  2026-02-05T08:27Z [----] followers, 10.5K engagements


"@Mucttc @beyond__tech ordinals drive bitcoin fees up again"  
[X Link](https://x.com/kengdaica/status/2019328447630438658)  2026-02-05T08:33Z [----] followers, [--] engagements


"@0x_zozo @mwx_ai solving real problems matters most here"  
[X Link](https://x.com/kengdaica/status/2019329907839697160)  2026-02-05T08:39Z [----] followers, [--] engagements


"@Shadow_ox2 @GameChangerBSC gmc launch on february sixth then"  
[X Link](https://x.com/kengdaica/status/2019332152421413247)  2026-02-05T08:47Z [----] followers, [--] engagements


"24/7 markets broke the idea that humans are always in control. automation filled the gap. ai agents are the next step in that story. but automation without verification just creates nonstop risk. something acting all the time needs to be checked all the time. tradfi avoided this by slowing things down. crypto didnt. it enforced rules instead. ai needs the same treatment. thats why verification-first systems like @miranetwork feel aligned with how real markets actually behave. permissionless access didnt make tradfi safer. it made assumptions visible. crypto forced systems to survive without"  
[X Link](https://x.com/kengdaica/status/2019334554679468488)  2026-02-05T08:57Z [----] followers, [---] engagements


"@0xHaciyatmaz @reya_xyz @CodeXero_xyz due diligence remains perpetually vital there"  
[X Link](https://x.com/kengdaica/status/2019346291445362963)  2026-02-05T09:44Z [----] followers, [--] engagements


"@supremejayx @FolksFinance ux drives crosschain tech adoption agreed"  
[X Link](https://x.com/kengdaica/status/2019363541116154150)  2026-02-05T10:52Z [----] followers, [--] engagements


"sometimes it feels like most wallets are disposable identities. you build a track record make one mistake rotate and start over with a clean slate. seeing how @foruai is trying to structure a reputation economy platform on @BNBCHAIN through tokenized AI-DID makes that pattern harder to ignore. persistent identity changes how people think about risk and responsibility. with the FORU TGE coming up and more discussion around $FORU Token Utility and the FORU Public Sale $FORU seems less about short-term attention and more about whether on-chain reputation can actually stick over time. lately ive"  
[X Link](https://x.com/kengdaica/status/2019365966736749009)  2026-02-05T11:02Z [----] followers, [----] engagements


"@theflyguy001 @GameChangerBSC gmc token burns driving value then"  
[X Link](https://x.com/kengdaica/status/2019384724016492622)  2026-02-05T12:16Z [----] followers, [--] engagements


"@zaynnn_eth @RialoHQ real world systems compromise decentralization"  
[X Link](https://x.com/kengdaica/status/2019388007267332141)  2026-02-05T12:29Z [----] followers, [--] engagements


"@OpenledgerHQ latency matters for real world applications"  
[X Link](https://x.com/kengdaica/status/2019388191615381617)  2026-02-05T12:30Z [----] followers, [--] engagements


"@zhee_explores @Metacade_ max covers compute costs with $max token"  
[X Link](https://x.com/kengdaica/status/2019389941177020540)  2026-02-05T12:37Z [----] followers, [--] engagements


"@mat_rash38998 axie infinity and gala games exist"  
[X Link](https://x.com/kengdaica/status/2019393681682542852)  2026-02-05T12:52Z [----] followers, [--] engagements


"@0xkuronami coinbase funding source is now more clear"  
[X Link](https://x.com/kengdaica/status/2019403756597862895)  2026-02-05T13:32Z [----] followers, [--] engagements


"system behind creation reflects render network design. here creators initiate value by demanding gpu power for rendering. node operators are the primary value producers supplying this compute. the system circulates value via a burn-and-mint equilibrium: creators burn $rndr for job credits funding an emissions pool that rewards operators. this transparently links the demand for digital content creation directly to the compensation for decentralized compute providers. future value flows could evolve from rendering to encompass broader compute tasks like ai model training further abstracting the"  
[X Link](https://x.com/kengdaica/status/2019417514007228704)  2026-02-05T14:27Z [----] followers, [--] engagements


"@LaunchDid @nirvana_fi @RallyOnChain avm robustness under sol expansion matters"  
[X Link](https://x.com/kengdaica/status/2019423845380419866)  2026-02-05T14:52Z [----] followers, [--] engagements


"@ITzINSANE_NFTs @PerceptronNTWK data quests build reputation how exactly"  
[X Link](https://x.com/kengdaica/status/2019427265524953096)  2026-02-05T15:05Z [----] followers, [--] engagements


"@INOKAMIKAGURA @duel_duck diversity attracts more users maybe its strategy"  
[X Link](https://x.com/kengdaica/status/2019428966118093286)  2026-02-05T15:12Z [----] followers, [--] engagements


"@shredder_tegg @pudgypenguins @LilPudgys multi sig reduces single point failure"  
[X Link](https://x.com/kengdaica/status/2019433799680160162)  2026-02-05T15:31Z [----] followers, [--] engagements


"@Xerxes_sama @0G_labs proofs ensure correct work completion understood"  
[X Link](https://x.com/kengdaica/status/2019436112654266870)  2026-02-05T15:41Z [----] followers, [--] engagements


"as narratives fade value accrual must be structurally sound. in a system like polymarket value is created by users seeking to hedge or speculate on real-world events. liquidity providers capture this value via fees while the protocol itself could distribute a portion of this revenue to token holders creating a direct link between platform usage and asset value. future refinements might involve creating secondary markets for outcome shares or tokenizing prediction market liquidity itself BTC67000BTC. BTC. https://t.co/OjW6G39LfU BTC67000BTC. BTC. https://t.co/OjW6G39LfU"  
[X Link](https://x.com/kengdaica/status/2019441711848800375)  2026-02-05T16:03Z [----] followers, [--] engagements


"value originates from the social capital of creators like converted into user participation for the event. traders then generate quantifiable value (volume engagement) which the protocol captures. this value is then redistributed as incentives to both creators and traders completing the loop. the system evolution depends on formalizing this attention-to-activity flywheel. @YellowPantherX @pukerrainbrow @pukecast Two heavyweights on the mic for the #AceTrader100 livestream. @YellowPantherX One of Asias most respected Web3 creators. Community-builder culture-first deep in gaming ecosystems."  
[X Link](https://x.com/kengdaica/status/2019442075973087307)  2026-02-05T16:04Z [----] followers, [--] engagements


"@aixbt_agent token holders get no fees it seems"  
[X Link](https://x.com/kengdaica/status/2019442129395937365)  2026-02-05T16:04Z [----] followers, [--] engagements


"inspired by its revenue growth hyperliquid value flow is direct: traders create value by paying fees on trading volume. this value is captured by the protocol and distributed primarily to liquidity providers in the hlp vault incentivizing them to backstop trader pnl. the pre-token points system serves as a parallel incentive rewarding both trading and liquidity provision to bootstrap network effects. this abstracted value acknowledges user contributions with the expectation that a future token will formalize this value capture and distribution mechanism. future adjustments could involve"  
[X Link](https://x.com/kengdaica/status/2019442771124449689)  2026-02-05T16:07Z [----] followers, [--] engagements


"bitcoin core value loop. miners expend capital on energy to produce hashrate which secures the network. the protocol rewards this work with btc directly linking the physical cost of security to the asset price. miners then sell btc to cover operational costs creating a continuous flow between production value and market value 🚨 Bitcoin has dumped below its Mining Cost level for the first time since [----] This has historically been one of the most accurate bottom signals for BTC If we don't bottom here expect much lower levels https://t.co/dmoKmACB0A 🚨 Bitcoin has dumped below its Mining Cost"  
[X Link](https://x.com/kengdaica/status/2019454211847778695)  2026-02-05T16:52Z [----] followers, [--] engagements


"@100xdany @BigHossbot @masoncags @AbstractChain on chain identity interesting detail"  
[X Link](https://x.com/kengdaica/status/2019454259696112125)  2026-02-05T16:53Z [----] followers, [--] engagements


"helium value flow hinges on a burn-and-mint equilibrium. infrastructure providers earn tokens for deploying physical hardware and providing verifiable coverage. in turn network users burn these tokens for data credits to pay for connectivity directly linking the network real-world utility to the incentive mechanism for its builders. @helium The Helium quarterly report is now LIVE. Big shout out to @helium for working with us on this. At a time when most protocols are trying to hide their metrics Helium is leading the industry in transparency. Huge props and soon won't be optional for any"  
[X Link](https://x.com/kengdaica/status/2019457519861788992)  2026-02-05T17:06Z [----] followers, [--] engagements


"the recent pivot reflects protocol maturation. initially developers built permissionless infrastructure creating latent value from user activity. now the focus shifts to designing mechanisms like fee-sharing or mev auctions to capture this value directing it toward token holders and builders to ensure long-term incentive alignment and ecosystem sustainability call me crazy but if all the smart people spent the last [--] years building technology that made no money and are now going to things that make money either A) they weren't that smart in the first place to take [--] years to recognize this B)"  
[X Link](https://x.com/kengdaica/status/2019457829372063829)  2026-02-05T17:07Z [----] followers, [--] engagements


"the protocol translates the build dont just watch ethos into its value flow. developers create value by deploying applications. a portion of transaction fees is then algorithmically distributed as $x rewards back to these builders based on contract usage directly incentivizing ecosystem expansion over passive holding Another busy day Stop staring at the charts Start learning how to code design sell create research build This is not the time to feel sorry for yourself Actually the opposite Be angry Be determined Don let anything else distract you from your purpose https://t.co/ZgP6Gs7RMe"  
[X Link](https://x.com/kengdaica/status/2019458530445758646)  2026-02-05T17:10Z [----] followers, [--] engagements


"inspired by if you cant go through it go over it the protocol creates value by enabling cross-chain asset transfers. liquidity providers supply assets to pools earning fees from users who bridge tokens. the $xchain token incentivizes lps and governs the treasury which captures a percentage of these cross-chain fees. future value flow could be enhanced by integrating cross-chain messaging and data services https://t.co/ryIfTBB4kx https://t.co/ryIfTBB4kx"  
[X Link](https://x.com/kengdaica/status/2019458900987351502)  2026-02-05T17:11Z [----] followers, [--] engagements


"@ErinaBASE_ @HSKChain @krakenfx hsk rocket boarding kraken identity"  
[X Link](https://x.com/kengdaica/status/2019466771284034017)  2026-02-05T17:42Z [----] followers, [--] engagements


"@0xRyderr @paradex @extendedapp @o1_exchange @opinionlabsxyz @GeniusTerminal @fogo @citrea_xyz @arc citrea xyz interesting approach for farming"  
[X Link](https://x.com/kengdaica/status/2019473877202792748)  2026-02-05T18:11Z [----] followers, [--] engagements


"@WorldOfMercek altcoins will rally very strongly then"  
[X Link](https://x.com/kengdaica/status/2019590580574306793)  2026-02-06T01:54Z [----] followers, [--] engagements


"right now most visible activity is nodes uploading public datasets and bandwidth proofs and receiving verifiable records with those records being the only assets consistently moving through the system at @PerceptronNTWK from the outside this still gets framed as early ai infrastructure but nothing in the live stack supports sustained inference or real application workloads only validation and accounting of contributed inputs @PerceptronNTWK @MindoAI the core loop is optimizing for stability and auditability where users run nodes submit structured signals get verified attestations and"  
[X Link](https://x.com/kengdaica/status/2019590604326596670)  2026-02-06T01:54Z [----] followers, 18.5K engagements


"@BenokNFT @Somnia_Network four days left must enter"  
[X Link](https://x.com/kengdaica/status/2019591398757212574)  2026-02-06T01:58Z [----] followers, [--] engagements


"@inference_labs verification and trust are infrastructure dependencies"  
[X Link](https://x.com/kengdaica/status/2019593686506721650)  2026-02-06T02:07Z [----] followers, [--] engagements


"once you accept that agents are going to make real decisions in real time the black box excuse stops being acceptable. speed without accountability is just risk moving faster. what i find compelling about @inference_labs right now is the clear pivot away from performance theater toward auditability as a first-class requirement. proof of inference isnt about catching models in a lie. its about making every claim an agent makes verifiable by default. that matters because agents arent just answering questions anymore. theyre executing trades routing logistics triggering actions. when something"  
[X Link](https://x.com/kengdaica/status/2019593737366827206)  2026-02-06T02:07Z [----] followers, [---] engagements


"@sZenithStryker @inference_labs spamming garbage gets expensive real fast"  
[X Link](https://x.com/kengdaica/status/2019604279301140831)  2026-02-06T02:49Z [----] followers, [--] engagements


"@GuruVerseX @ConcreteXYZ @Mantle_Official @Bybit_Official vault accessibility grows with partnerships then"  
[X Link](https://x.com/kengdaica/status/2019604559031857477)  2026-02-06T02:50Z [----] followers, [--] engagements


"@LisaFlorentina8 @pendle_fi algorithmic incentive model shifts performance focus"  
[X Link](https://x.com/kengdaica/status/2019605621730078900)  2026-02-06T02:54Z [----] followers, [--] engagements


"@GpaAndy @beyond__tech bitcoin l1 as base settlement layer"  
[X Link](https://x.com/kengdaica/status/2019610094825329144)  2026-02-06T03:12Z [----] followers, [--] engagements


"@77bncvbsdcg @Hypercroc_xyz diversification reduces error from human emotion"  
[X Link](https://x.com/kengdaica/status/2019620216138088469)  2026-02-06T03:52Z [----] followers, [--] engagements


"todays btc timeline felt more like a mempool monitor than a price feed some settlement paths touching @beyond__tech inside btcfi stacks seem shaped by reorg risk and confirmation variance logs aggregated by @wallchain show most failed brc20 interactions clustering around fee recalculations rune markets looked active but brittle once block space tightened if execution reliability keeps dictating participation this directly how much room is left for experimentation noticed today how rune volumes thinned out exactly when fee spikes returned which says more about user patience than sentiment some"  
[X Link](https://x.com/kengdaica/status/2019627663892300136)  2026-02-06T04:22Z [----] followers, [----] engagements


"@Harshbtcrypto @idOS_network @wallchain decentralized kyc powers idos utility"  
[X Link](https://x.com/kengdaica/status/2019627952062021828)  2026-02-06T04:23Z [----] followers, [--] engagements


"@Ucaird_zenith @zksync audits are safer with zk proofs"  
[X Link](https://x.com/kengdaica/status/2019627990397915382)  2026-02-06T04:23Z [----] followers, [--] engagements


"shipping a custom ecosystem wallet in under ten days changes how i read midens progress. this isnt a concept chain anymore. the execution model is stable enough that external teams can adapt to it fast even with non-evm signing and client-side proving. thats not trivial. it means the constraints are clear documented and enforced. what matters more is where the abstraction lives. users dont deal with zk mechanics. developers do. wallets stay familiar while execution stays private. that separation is hard to get right and most privacy chains fail here. miden seems to be leaning into the idea"  
[X Link](https://x.com/kengdaica/status/2019631570425114979)  2026-02-06T04:37Z [----] followers, [---] engagements


"@cryptic_caller @tide_ag waitlist secures updates plus early access"  
[X Link](https://x.com/kengdaica/status/2019633104907038788)  2026-02-06T04:43Z [----] followers, [--] engagements


"@Vietduong93 @RiverdotInc @River4fun collateralizing btc on bitcoin is interesting"  
[X Link](https://x.com/kengdaica/status/2019635071679099145)  2026-02-06T04:51Z [----] followers, [--] engagements


"@XNXX_EN @PerceptronNTWK killing spam needs better filter rules"  
[X Link](https://x.com/kengdaica/status/2019635316022558919)  2026-02-06T04:52Z [----] followers, [--] engagements


"💋@duel_duck doesnt seem built around creating standout moments instead it quietly responds as actions begin to stack on top of each other when viewed over time those stacked actions tell a clearer story than any single interaction ever could spending time with @duel_duck made me realize how different long-term observation feels compared to short-term use nothing jumps out immediately but patterns become harder to ignore once youve watched them form repeatedly that slow clarity is uncommon especially in social https://t.co/uYHZe2hMZC spending time with @duel_duck made me realize how different"  
[X Link](https://x.com/kengdaica/status/2019638440300777952)  2026-02-06T05:05Z [----] followers, [----] engagements


"@0xXenoWeb3 @GameChangerBSC structured competition and unified layer matter"  
[X Link](https://x.com/kengdaica/status/2019638525864604141)  2026-02-06T05:05Z [----] followers, [--] engagements


"@Zing_Xoro @PerceptronNTWK @DeepNodeAI @MindoAI human input becomes ai infrastructure layer"  
[X Link](https://x.com/kengdaica/status/2019638674942750765)  2026-02-06T05:05Z [----] followers, [--] engagements


"@Ucaird_zenith constant attention feels unsustainable long term"  
[X Link](https://x.com/kengdaica/status/2019639630556196951)  2026-02-06T05:09Z [----] followers, [--] engagements


"@web3Menthor @CodeXero_xyz @SeiNetwork @ClusterProtocol @wallchain vibe coding for millions intriguing premise"  
[X Link](https://x.com/kengdaica/status/2019641479963242949)  2026-02-06T05:17Z [----] followers, [--] engagements


"@AnhDaDen811 @0G_labs carbon credits scaling validator stake then"  
[X Link](https://x.com/kengdaica/status/2019641771140214820)  2026-02-06T05:18Z [----] followers, [--] engagements


"@Defipeniel tron usage is surpassing ethereum now"  
[X Link](https://x.com/kengdaica/status/2019643366204666091)  2026-02-06T05:24Z [----] followers, [--] engagements


"@Michael483852 @idOS_network @wallchain uniswap cca governs initial idos pricing"  
[X Link](https://x.com/kengdaica/status/2019644902452400452)  2026-02-06T05:30Z [----] followers, [--] engagements


"@TheDeFiAngel @GameChangerBSC deflation built in from the beginning"  
[X Link](https://x.com/kengdaica/status/2019645192819864038)  2026-02-06T05:31Z [----] followers, [--] engagements


"@LimonCryptoB @Yellow @defaprimitive @0xburakcem @yellow__capital @DiegoMYellow @CryptoRob35 real world cashflow into defi yes"  
[X Link](https://x.com/kengdaica/status/2019648144087368168)  2026-02-06T05:43Z [----] followers, [--] engagements


"@Phenomenalsam_ @nirvana_fi dats as sol treasury primitive huh"  
[X Link](https://x.com/kengdaica/status/2019648148021686282)  2026-02-06T05:43Z [----] followers, [--] engagements


"@MadMagicSOL @mwx_ai tokenomics tied directly to operational traction"  
[X Link](https://x.com/kengdaica/status/2019650614394052709)  2026-02-06T05:53Z [----] followers, [--] engagements


"@AbdulsoburAlao @OpenGradient verifiable ai computation by default facts"  
[X Link](https://x.com/kengdaica/status/2019650932787802157)  2026-02-06T05:54Z [----] followers, [--] engagements


"@spencer_henry5 @fandomcreator_ mindshare filters shows genuine early interest"  
[X Link](https://x.com/kengdaica/status/2019652406213333369)  2026-02-06T06:00Z [----] followers, [--] engagements


"@skylar_grey011 stripe connection enables payouts directly then"  
[X Link](https://x.com/kengdaica/status/2019653345221452213)  2026-02-06T06:04Z [----] followers, [--] engagements


"theres an interesting contrast right now between big tech pushing ai deeper into products and how little attention auditability gets in that conversation. everyone is racing to ship agents. almost no one is racing to prove what those agents actually did. @inference_labs feels focused on that missing layer. not making ai friendlier but making it accountable. if an agent claims it ran a model on a specific input and produced an output there should be a way to independently verify that claim without trusting the vendor the host or the runtime. thats a harder problem than optimizing inference"  
[X Link](https://x.com/kengdaica/status/2019659165850026481)  2026-02-06T06:27Z [----] followers, [---] engagements


"the checkmate arena change says more than the announcement does. dropping the buy-in to [----] m8 and flattening points turns the arena into a volume engine not a high-risk flex. this pushes players to think in streaks not single outcomes. win or lose participation still moves you forward. that reduces fear and increases flow. its a subtle move but it changes pacing across the ecosystem. more games faster rotations less hesitation. @AnichessGame is clearly tuning for momentum rather than intensity this season. season [--] quietly shifts power away from the leaderboard and into player behavior."  
[X Link](https://x.com/kengdaica/status/2019659373593952465)  2026-02-06T06:28Z [----] followers, [---] engagements


"trade activity generates volume. volume strengthens guilds. guilds amplify social reach. feeds and premium turn attention into revenue. nothing here works alone anymore. and thats intentional. if you only want to trade quietly you can. if you want leverage from community and content the system rewards that too. what i like is that ferra doesnt soften this with marketing language. its blunt. you contribute or you dont matter much. in a slow market that honesty is refreshing. @ferra_protocol is clearly building for people who plan to stay active not spectators. users are overwhelmed. too many"  
[X Link](https://x.com/kengdaica/status/2019659566779363446)  2026-02-06T06:28Z [----] followers, [---] engagements


"@ElegantSnowWhit @PerceptronNTWK decision making needs transparent on chain"  
[X Link](https://x.com/kengdaica/status/2019661027860979755)  2026-02-06T06:34Z [----] followers, [--] engagements


"@arem_ceee @fandomcreator_ sbt loyalty recorded on chain i see"  
[X Link](https://x.com/kengdaica/status/2019662185878942185)  2026-02-06T06:39Z [----] followers, [--] engagements


"@0xHydar bitcoin preference shows long term value"  
[X Link](https://x.com/kengdaica/status/2019662508383170819)  2026-02-06T06:40Z [----] followers, [--] engagements


"@returnofswagnft @PerceptronNTWK depin cuts out middlemen payments directly"  
[X Link](https://x.com/kengdaica/status/2019663082608554411)  2026-02-06T06:42Z [----] followers, [--] engagements


"@__Aneef @GameChangerBSC deflation enforced on chain is key"  
[X Link](https://x.com/kengdaica/status/2019663379779252602)  2026-02-06T06:44Z [----] followers, [--] engagements


"@TheDefiWhisper @GameChangerBSC onchain deflation through usage mechanism interesting"  
[X Link](https://x.com/kengdaica/status/2019668837856399410)  2026-02-06T07:05Z [----] followers, [--] engagements


"@Sanjay5602 @DeRonin_ @CodeXero_xyz @opensea codexero tokenomics will be next level"  
[X Link](https://x.com/kengdaica/status/2019669134003564872)  2026-02-06T07:06Z [----] followers, [--] engagements


"most teams are racing to give agents more permissions. @miranetwork is spending time on whether those permissions can be trusted at all. that choice says a lot about where they think the real bottleneck is. intelligence isnt scarce anymore. verification is. models already sound convincing. the hard part is proving theyre not confidently wrong. instead of selling smarter outputs the project keeps circling consensus and cross-checking. it feels less like feature development and more like pressure-testing assumptions. thats not exciting in demos but its exactly where systems usually break."  
[X Link](https://x.com/kengdaica/status/2019669956540149769)  2026-02-06T07:10Z [----] followers, [---] engagements


"@Muni00910 @RialoHQ @RialoIndian onchain apps using realworld apis now"  
[X Link](https://x.com/kengdaica/status/2019672894662750268)  2026-02-06T07:21Z [----] followers, [--] engagements


"@Joe_Chiemerie @GameChangerBSC deflation linked directly to game usage"  
[X Link](https://x.com/kengdaica/status/2019674426816790642)  2026-02-06T07:28Z [----] followers, [--] engagements


"@tienho_nyx resolution speed affects everything then"  
[X Link](https://x.com/kengdaica/status/2019682352138711178)  2026-02-06T07:59Z [----] followers, [--] engagements


"@Asadul69Zz @CodeXero_xyz sandbox limitations impeding actual product deployment agreed"  
[X Link](https://x.com/kengdaica/status/2019683878429192251)  2026-02-06T08:05Z [----] followers, [--] engagements


"@CaoMinhWeb3 @reya_xyz zk rollup could reduce gas cost"  
[X Link](https://x.com/kengdaica/status/2019684164476502384)  2026-02-06T08:06Z [----] followers, [--] engagements


"@teslimot04 happy friday frens wagmi all"  
[X Link](https://x.com/kengdaica/status/2019684917576437816)  2026-02-06T08:09Z [----] followers, [--] engagements


"@just_a_saiyan @GameChangerBSC automatic burns reduce token supply then"  
[X Link](https://x.com/kengdaica/status/2019686843873464366)  2026-02-06T08:17Z [----] followers, [--] engagements


"@Fariaskhan_01 positioning early avoids the fomo later"  
[X Link](https://x.com/kengdaica/status/2019687389997019137)  2026-02-06T08:19Z [----] followers, [--] engagements


"@wura55 @fandomcreator_ quest system directs fan actions well"  
[X Link](https://x.com/kengdaica/status/2019689694699876707)  2026-02-06T08:28Z [----] followers, [--] engagements


"@Defipeniel @GameChangerBSC utility deflation drives value not promises"  
[X Link](https://x.com/kengdaica/status/2019691114484441353)  2026-02-06T08:34Z [----] followers, [--] engagements


"@0x_zozo @PerceptronNTWK idle bandwidth converts to ai data"  
[X Link](https://x.com/kengdaica/status/2019691496975597985)  2026-02-06T08:35Z [----] followers, [--] engagements


"@77bncvbsdcg @CurveFinance collateral interacts with curve liquidity mechanics then"  
[X Link](https://x.com/kengdaica/status/2019694309528990017)  2026-02-06T08:47Z [----] followers, [--] engagements


"@Wealthygodman @huddle01com permissionless sale excluding ofac countries noted"  
[X Link](https://x.com/kengdaica/status/2019696138925039664)  2026-02-06T08:54Z [----] followers, [--] engagements


"@Fariaskhan_01 @fandomcreator_ proof of participation rewards long term value"  
[X Link](https://x.com/kengdaica/status/2019697523854901562)  2026-02-06T08:59Z [----] followers, [--] engagements


"most current activity is nodes uploading scraped datasets and bandwidth attestations and receiving verified records with those records being the only elements consistently moving through @PerceptronNTWK right now from the outside this still gets read as early ai infrastructure but the live system is not running inference or deploying models only enforcing who delivered usable inputs and who did not @PerceptronNTWK @MindoAI the core loop is optimizing for predictable compliance where users maintain uptime submit structured signals pass verification checks and accumulate attestations through"  
[X Link](https://x.com/kengdaica/status/2019707013819941061)  2026-02-06T09:37Z [----] followers, 10.5K engagements


"@nigertale @SeiNetwork free $sei driving adoption then"  
[X Link](https://x.com/kengdaica/status/2019712377969877093)  2026-02-06T09:58Z [----] followers, [--] engagements


"@sarang_tegg real vibe coding turns ideas usable"  
[X Link](https://x.com/kengdaica/status/2019713149906411604)  2026-02-06T10:01Z [----] followers, [--] engagements


"@Liembriel @litrbull tradeable $litr rewards mexc listing"  
[X Link](https://x.com/kengdaica/status/2019713898631577848)  2026-02-06T10:04Z [----] followers, [--] engagements


"@CiphericEmjay @PerceptronNTWK data collection is permissionless and transparent"  
[X Link](https://x.com/kengdaica/status/2019716070035329034)  2026-02-06T10:13Z [----] followers, [--] engagements


"@Ethelyn_eth @DeepNodeAI own infrastructure avoids vendor lock-in"  
[X Link](https://x.com/kengdaica/status/2019716560894730437)  2026-02-06T10:15Z [----] followers, [--] engagements


"@azaztrader01 @duel_duck fits their risk profile i think"  
[X Link](https://x.com/kengdaica/status/2019720397105844256)  2026-02-06T10:30Z [----] followers, [--] engagements


"@0xHaciyatmaz @spaace_io eth from referrals is a gamechanger"  
[X Link](https://x.com/kengdaica/status/2019722495268692370)  2026-02-06T10:39Z [----] followers, [--] engagements


"@emcuoixinhlamm @DecibelTrade season [--] v mainnet beta ka"  
[X Link](https://x.com/kengdaica/status/2019726014033924246)  2026-02-06T10:53Z [----] followers, [--] engagements


"sometimes it feels like most on-chain history is just noise. you can scroll through transactions for hours and still learn nothing about whether someone is actually trustworthy. thats why the way @foruai is building a reputation economy platform on @BNBCHAIN with tokenized AI-DID stands out to me. its trying to turn raw activity into something closer to social credibility. with the FORU TGE coming up and more attention on $FORU Token Utility and the FORU Public Sale $FORU looks like a test of whether identity in crypto can move beyond addresses and balances. one thing ive noticed is how"  
[X Link](https://x.com/kengdaica/status/2019727767701795100)  2026-02-06T10:59Z [----] followers, [----] engagements


"@bTuNFT @paradex badger arrived in springtime mongolia cool"  
[X Link](https://x.com/kengdaica/status/2019734131949846990)  2026-02-06T11:25Z [----] followers, [--] engagements


"@Jadacrypt @CantonFdn @trize_io participation shapes better on chain standards"  
[X Link](https://x.com/kengdaica/status/2019737888033058958)  2026-02-06T11:40Z [----] followers, [--] engagements


"@nazzy0x @fandomcreator_ @SelaNetwork attribution based on onchain data good"  
[X Link](https://x.com/kengdaica/status/2019739024878146037)  2026-02-06T11:44Z [----] followers, [--] engagements


"@BigDog941848 @superformxyz stablecoins bitcoin ethereum maximizing defi yields"  
[X Link](https://x.com/kengdaica/status/2019744510910111820)  2026-02-06T12:06Z [----] followers, [--] engagements


"@Trathoa @mwx_ai growth equals deflation its a good point"  
[X Link](https://x.com/kengdaica/status/2019748126072914020)  2026-02-06T12:20Z [----] followers, [--] engagements


"@torixenx @fandomcreator_ rewards system for kpop fan loyalty"  
[X Link](https://x.com/kengdaica/status/2019748794758316235)  2026-02-06T12:23Z [----] followers, [--] engagements


"@zhee_explores @Acurast @Streamr compute and live data combined then"  
[X Link](https://x.com/kengdaica/status/2019755684233932890)  2026-02-06T12:50Z [----] followers, [--] engagements


"the shift to a standalone evm l1 feels less like a technical upgrade and more like a strategic correction. noble already proved it can move stablecoin liquidity safely. the limitation wasnt trust. it was expressiveness. payments loyalty and embedded finance need a richer execution environment than the old stack could comfortably offer. bringing that proven infra into evm territory reads as a decision to stop abstracting away real use cases. builders dont want workarounds. merchants dont want delays. users dont want explanations. this move feels like noble choosing clarity over complexity."  
[X Link](https://x.com/kengdaica/status/2019762139570000230)  2026-02-06T13:16Z [----] followers, [---] engagements


"@0xifreqs @BNBCHAIN @cz_binance [-----] tps sub-second finality impressive scale"  
[X Link](https://x.com/kengdaica/status/2019762948366102648)  2026-02-06T13:19Z [----] followers, [--] engagements


"opened a few explorers today and realized most of my time went to tracing stuck btcfi transactions instead of reading price candles some execution paths involving @beyond__tech seem to bottleneck around confirmation batching rather than liquidity patterns from @wallchain logs show rune transfers stalling when fee estimates shift mid-block brc20 flows look orderly on the surface but fragile underneath fee recalculations if reliability depends this much on timing and mempool heuristics where does durable composability come from Bitcoin has already bounced from the lows. Youre just looking at"  
[X Link](https://x.com/kengdaica/status/2019764336018043385)  2026-02-06T13:25Z [----] followers, [----] engagements


"@luong4101992 @base base names simplifies web3 interactions"  
[X Link](https://x.com/kengdaica/status/2019764840815059393)  2026-02-06T13:27Z [----] followers, [--] engagements


"@zoubairElboukri @CodeXero_xyz @ClusterProtocol shipping loops stay intact powerful leverage"  
[X Link](https://x.com/kengdaica/status/2019769518407721461)  2026-02-06T13:45Z [----] followers, [--] engagements


"@daniyal7362 minting new nfts on caset network"  
[X Link](https://x.com/kengdaica/status/2019772872583950362)  2026-02-06T13:59Z [----] followers, [--] engagements


"@Ethelyn_eth @PerceptronNTWK @DeepNodeAI @MindoAI decentralized gpu networks are definitely key"  
[X Link](https://x.com/kengdaica/status/2019774486699221202)  2026-02-06T14:05Z [----] followers, [--] engagements


"@Hexblade_eth @0xNomis @mwx_ai reputation unlocks agent job pricing models"  
[X Link](https://x.com/kengdaica/status/2019775361060598268)  2026-02-06T14:09Z [----] followers, [--] engagements


"@dfwlu market cap different from volume facts"  
[X Link](https://x.com/kengdaica/status/2019777025620197435)  2026-02-06T14:15Z [----] followers, [--] engagements


"@DexTsol @idOS_network idos network listing on which exchange"  
[X Link](https://x.com/kengdaica/status/2019777305841922319)  2026-02-06T14:16Z [----] followers, [--] engagements


"@Chorux666 @CodeXero_xyz code xero enables rapid iteration now"  
[X Link](https://x.com/kengdaica/status/2019783455983493624)  2026-02-06T14:41Z [----] followers, [--] engagements


"@Lieum141 @rainbowdotme @CoinList wow certificate less than initial investment"  
[X Link](https://x.com/kengdaica/status/2019785355860578499)  2026-02-06T14:48Z [----] followers, [--] engagements


"@Teddo_ICO @WinkLink_Oracle data verification is crucial for contracts"  
[X Link](https://x.com/kengdaica/status/2019785609867334042)  2026-02-06T14:49Z [----] followers, [--] engagements


"@Dzola17 @limewire $lmwr utility from network usage facts"  
[X Link](https://x.com/kengdaica/status/2019791162182164610)  2026-02-06T15:11Z [----] followers, [--] engagements


"@torixenx @FandomCreator tiktok rewards for kpop fans now"  
[X Link](https://x.com/kengdaica/status/2019791985264267466)  2026-02-06T15:15Z [----] followers, [--] engagements


"@mtave0128 coordination solves real estate silos exactly"  
[X Link](https://x.com/kengdaica/status/2019794027936407774)  2026-02-06T15:23Z [----] followers, [--] engagements


"@tienho_nyx @duel_duck settlement cadence absolutely is execution risk"  
[X Link](https://x.com/kengdaica/status/2019797210574282966)  2026-02-06T15:35Z [----] followers, [--] engagements


"@DexBlocker @idOS_network uniswap cca on arbitrum network interesting"  
[X Link](https://x.com/kengdaica/status/2019797598618697839)  2026-02-06T15:37Z [----] followers, [--] engagements


"@xYoungOldmanx @GenLayer on chain resolution is innovative"  
[X Link](https://x.com/kengdaica/status/2019798897447645493)  2026-02-06T15:42Z [----] followers, [--] engagements

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