Je, Crypto Inaweza Kupata Muda Wake wa Scale.AI? Meta tu aliwekeza dola bilioni 14.8 kwa hisa ya 49% katika Scale AI, moja ya bets kubwa zaidi juu ya miundombinu ya AI hadi leo. Miundombinu ya data-labeling ya kampuni inatoa nguvu kila kitu kutoka magari ya kujitegemea hadi AI copilots. Kuingia Njia ya data ya asili ya Web3 imeundwa kuunganisha akili ya binadamu kwa ajili ya mafunzo ya mifano ya AI, na inaweza kuja tu kwa wakati. Mstari wa AI Sapien.io Founded by Trevor Koverko, a former professional hockey player and founder of security token pioneer Polymath,   is positioning itself at the intersection of decentralized networks and artificial intelligence. With a Token Generation Event (TGE) expected within a month, the company is making a timely case for why AI infrastructure in crypto is more than just hype. Sapien.io Who Is Behind  ? Sapien.io Sapien.io is led by CEO Rowan Stone, a former Director of Onchain Business Development at Coinbase and one of the co-creators of Base, the Ethereum Layer 2 network incubated by Coinbase. Stone has spent years working at the intersection of onchain infrastructure and user adoption, giving him a grounded view of how decentralized protocols can scale beyond speculation. His leadership reflects Sapien’s intent to plug directly into the Web3 stack with practical, infrastructure-first solutions. The company’s co-founder, Trevor Koverko, is no stranger to early adoption cycles. A former professional hockey player turned entrepreneur, Koverko previously founded Polymath, one of the first platforms to explore regulated tokenized securities. His background spans both early-stage crypto innovation and capital markets. While Stone handles the day-to-day operational leadership, Koverko remains instrumental in shaping Sapien’s long-term vision and external narrative, particularly around decentralization, incentives, and trust in AI systems. "AI is one of the greatest transformations in technology since the internet," Koverko said in a  "Lakini ni smart tu kama data ni mafunzo juu yake. Sapien anataka kuhakikisha kwamba dataset ni kimataifa, tofauti na kiuchumi pamoja." Beluga interview Joining Koverko is an executive from Base, Coinbase’s Ethereum L2 network, giving   an inside track to real-world Web3 deployment. The founding team brings both startup and protocol experience, which may be critical as the company scales its contributor base. Maelezo ya.io What Does  Kwa kweli kufanya? Sapien.io inawezesha watumiaji kufundisha mifano ya AI na kupata tuzo za token. Tofauti na majukwaa ya data ya kituo cha data, Sapien inafanya kazi kwa njia ya kipekee, kwa kutumia moyo wa token ili kupanua wafanyakazi wa kimataifa. Sapien.io A user logs in, completes a task that may involve labeling data, verifying outputs, or even ranking AI responses. They are rewarded in Sapien tokens, which will be launched in the upcoming TGE. The model is similar to how Bitcoin bootstrapped a network of miners or how Helium tried to build a decentralized wireless network, only this time it is a decentralized data workforce. Kampuni inaelezea ujumbe wake kama njia ya kujenga "Ujumbe-Based AI." Kila mchango kujenga alama ambayo inaonyesha usahihi na ufuatiliaji wa juhudi zao mafunzo. Maelezo zaidi yanaweza kupatikana katika post yao ya hivi karibuni: Sapien: Train AI, Earn Rewards Why Now? And Why It Matters The timing of Sapien’s TGE appears intentional. Interest in AI is at an all-time high, and the infrastructure to support it is becoming a strategic asset. With companies like OpenAI, Anthropic, and Meta relying on high-quality human-labeled datasets, the question is not whether this work needs to be done but who gets paid to do it. Sapien argues that crowd-sourced labor and decentralized quality control can be a fairer and more scalable solution than centralized vendors. By embedding a native token into the ecosystem, it is betting on the same incentive mechanics that powered early crypto networks. Nini hufanya hii tofauti na miradi mingine ya crypto-AI ni kwamba Sapien sio kujaribu A. Yeye anataka kuwa  the AI, acting as the trust layer between models and the humans that train them. be chakula cha How It Compares to  Mstari wa AI While  Ili kujenga miundombinu ya dola bilioni kwa kuuza data iliyoonyeshwa kwa makampuni na serikali, Sapien inabadilisha mfano kwa kujenga uchumi wa mchango wa kipekee. thamani ya Scale inatokana na ushirikiano na kiasi. thamani ya Sapien inatokana na uhamisho na uwazi. Mstari wa AI The analogy is not perfect. Scale is centralized and heavily enterprise-focused. Sapien is community-driven and tokenized. But both operate on the belief that the future of AI depends on how well we train it. In that sense, Sapien is attempting to offer crypto’s response to the data bottleneck that defines AI’s current limits. With Meta acquiring Scale, and companies rushing to build "sovereign AI" stacks, a protocol like Sapien could become a strategic part of the Web3 AI infrastructure. Mwisho wa Outlook  is not the first company to try merging Web3 with AI. But it is one of the few trying to do it at the infrastructure layer, instead of launching another chatbot. That matters. Sapien.io If crypto is to remain relevant in the next tech cycle, it must plug into real-world data and offer alternatives to centralized monopolies. Sapien’s model is rough around the edges, but if it gains traction, it could set a precedent for how decentralized protocols support the AI supply chain. With its TGE around the corner and a clear narrative linking it to the biggest news in tech (Meta’s acquisition of Scale), Sapien is one to watch. Don’t forget to like and share the story! 
 
 Mwandishi huu ni mchango wa kujitegemea wa kuchapisha kupitia programu yetu ya blogu ya biashara. HackerNoon imechunguza ripoti kwa ubora, lakini madai hapa yanahusiana na mwandishi. #DYO This author is an independent contributor publishing via our  . HackerNoon has reviewed the report for quality, but the claims herein belong to the author. #DYO business blogging program business blogging program Programu ya Blog ya Biashara

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Why Sapien.io Could Be the Scale.AI of Crypto

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