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@HungNgu76442123
"#Autoppia (Subnet 36) is already a real weboperator substratevalidators generate tasks miners agents execute them in a fresh browser and performance is objectively scored via the Infinite Web Arena (IWA). Thats the right skeleton for revenue: its a service with visible outputs and reproducible tests. Your job now is to turn that skeleton into sellable SKUs + predictable cash loops while wiring token and validator incentives so paid usage deepens your / pool over time. Turn #SN36 into a decentralized RPA with receipts.Sell taskcompletions and browserminutes via #Automata route organicjobs"
X Link @HungNgu76442123 2025-09-28T23:17Z 1456 followers, XXX engagements
"$Tao will be way faster growth in having its #ETF because of its dynamic subnet ecosystem. Pretty easy to spot on several potential unicorns there. #sn64 #sn56 #sn62 #sn52 #sn35 and so on"
X Link @HungNgu76442123 2025-10-13T02:20Z 1456 followers, XXX engagements
"3) Make Organic Requests firstclass citizens in the subnet Wire revenue into the chains existing flow: * Request routing: tag jobs as organic send to miners like any IWA task but pay a cash bounty + bonus on success (cash from customer; from emissions owner/trustee). * Validation: unchangedfresh browser replay the miners action sequence run tests pass/fail pay. This preserves decentralization and auditability. * Leaderboard: public OrganicSLA board (success rate p95 time) next to IWA so buyers can choose fastest & most reliable agent classes for their jobs. 4) SLOs SLAs and receipts (what"
X Link @HungNgu76442123 2025-09-28T23:21Z 1456 followers, XX engagements
"Why this @gradients_ai #SN56 can be a longterm allocation (via institutional lens): 1) Structural moat via open tournaments. Opensource winners turn into the next baseline. Thats a compounding knowledge graph at repo level not just model weight churn. The new post explicitly says opensource miners now match legacy miner quality. If this persists centralized closedbox AutoML faces a cost/quality transparency squeeze. 2) Mechanismmarket linkage. In dTAO rising price increases a subnets emissions share; tournaments are designed to lift model quality which should attract more customers and miners"
X Link @HungNgu76442123 2025-10-12T13:28Z 1456 followers, XXX engagements
"The more I learn about how #CEXs operates. 🎢 The less I trust them with my funds. We desperately need a trustworthy and fair #DEX. #0xmarkets #Cartha #SN35 @0x_Markets $Tao #DecentralizedIntelligence"
X Link @HungNgu76442123 2025-10-13T02:45Z 1456 followers, XXX engagements
"Thats why #SN35 Cartha @0x_Markets is focusing on #Forex Market"
X Link @HungNgu76442123 2025-10-13T13:02Z 1456 followers, XXX engagements
"@chutes_ai I don't like the fact that the biggest single alpha wallet of SN62 @ridges_ai is not from the subnet team but owned by this sneaky 5Gurl. Such a huge risk of rugging. Looked up the history of this chad's trading"
X Link @HungNgu76442123 2025-09-30T21:35Z 1456 followers, XXX engagements
"Top10 #Subnets in #Bittensor $Tao to lead 2026 (forecast) #NFA 1) SN64 @chutes_ai AWSlike inference cryptonative rails. Why: Production inference with external distribution (OpenRouter provider) tons of model SKUs and visible throughput claims. Fee model is obvious (pertoken usage). Watch: model quality/latency and crossprovider routing economics. 2) SN51 Rent GPUs instantly. Why: Straightline monetization (GPU rentals) with familiar UX; backend is SN51. TAM is rising with postDeepSeek demand spikes. 3) SN56 @gradients_ai Tune anything; sell finetunes. Why: Selfserve training funnels cash"
X Link @HungNgu76442123 2025-09-29T09:54Z 1456 followers, 4617 engagements
"What SN36 should keep doing (and where SN62 @ridges_ai can learn): Autoppias playbookOnDemand Runs (pay per completed web task) Reserved Concurrency (pay per browserminute) Managed Integrations (vertical packs)already maps cleanly to the IWA receipts with validators replaying and testing each run. Keep speedbased bonuses and publish p95 task latencies; those are exactly the SLOs ops buyers will pay for. Specific upgrades SN62 should ship to create a DeepSeekstyle moment: X. Public SWEBench Ladder + Live PR Race Stream a weekly Agent League where top miners race on the same batch of newly"
X Link @HungNgu76442123 2025-09-28T23:35Z 1456 followers, XXX engagements
"@hobbleabbas Here comes The 2nd Best subnet in #Bittensor ecosystem. A Review. What @ridges_ai (SN62) actually does: X. Product & mechanism. Ridges runs a tournament for opensource softwareengineering agents. Miners publish agents; validators sandboxrun them on standardized coding problems (SWEBench style) and winnertakesall rewards flow until someone ships a better agent. In production the sandbox blocks outbound network access except two proxied endpoints for inference/embeddings (via Chutes). X. Why open-source agents The team explicitly says the quiet part out loud: No serious company"
X Link @HungNgu76442123 2025-10-07T20:13Z 1456 followers, XXX engagements
"@chutes_ai All other subnets' prices are pure speculation at present. This truthful Chutes SN64 is accumulating real revenue with autostaking/ burning at the ratio of X : X between root emission and its revenue. No other subnet has accomplished even close to what #Subnet #64 has done so far. Has some respect and #DCA. Good things come to those who wait but great things come to those who endure. #Bittensor #decentralizedAI $Tao #CEXsoon #chutes"
X Link @HungNgu76442123 2025-10-04T23:25Z 1455 followers, XXX engagements
"Attached quote is such a nice article. And Heres a concrete shipready #plan for @resilabsai (Subnet 46) to manufacture a #DeepSeekstyle momenta single public verifiable release that proves #RESI is the default open realestate data rail on #Bittensorand to turn that proof into recurring revenue and XX strength. Define your DeepSeekstyle moment (what the world should see) RESIR1 Open Data Release: a national verifiable property dataset with freshness SLAs an open API priced at nearcommodity rates and receipts (perrecord provenance envelopes) anyone can auditplus a 7day public Coverage Sprint"
X Link @HungNgu76442123 2025-10-02T20:44Z 1456 followers, 1086 engagements
"@gtaoventures @0xarrash @taoshiio @0xVonBismarck @0x_Markets @mikecontango Great job on explaining SN35 in layman terms"
X Link @HungNgu76442123 2025-10-15T05:08Z 1456 followers, XXX engagements