Crypto pode encontrar seu momento de escala.AI? Meta just invested $14.8 billion for a 49% stake in Scale AI, one of the largest bets on AI infrastructure to date. The company’s data-labeling infrastructure powers everything from autonomous vehicles to AI copilots. But what if crypto had its own version of  ? Enter  O motor de dados nativo da Web3 é projetado para crowdsourcing de inteligência humana para treinamento de modelos de IA, e pode estar chegando a tempo. Scale.AI Sabia.eu Fundado por Trevor Koverko, um ex-jogador de hóquei profissional e fundador do pioneiro de token de segurança 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. Sabia.eu Quem está por trás ? Sabia.eu O Sapien.io é liderado pelo CEO Rowan Stone, ex-diretor de Desenvolvimento de Negócios Onchain da Coinbase e um dos co-criadores da Base, a rede Ethereum Layer 2 incubada pela Coinbase. Stone passou anos trabalhando na interseção da infraestrutura onchain e adoção de usuários, dando-lhe uma visão fundamentada de como os protocolos descentralizados podem escalar além da especulação. 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. “A IA é uma das maiores transformações na tecnologia desde a internet”, disse Koverko em um comunicado. . "But it is only as smart as the data it is trained on. Sapien wants to make sure that dataset is global, diverse and economically inclusive." Entrevista com Beluga Juntando Koverko é um executivo da Base, a rede Ethereum L2 da Coinbase, dando  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. Sapien.io What Does   Actually Do? Sapien.io Permite aos usuários treinar modelos de IA e ganhar recompensas de token em troca. Ao contrário de plataformas centralizadas de rotulagem de dados, a Sapien opera de forma descentralizada, usando incentivos de token para escalar uma força de trabalho global. 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. The company describes its mission as a way to create "Reputation-Based AI." Each contributor builds a score that reflects the accuracy and consistency of their training efforts. Over time, this reputation score feeds into the value of the model itself. More detail is available in their recent post:  Sapien: Train AI, ganhe recompensas Por que agora? e por que isso importa 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. O que torna isso diferente de outros projetos de criptomoeda é que Sapien não está tentando O PT quer que  the AI, acting as the trust layer between models and the humans that train them. Seja alimentação How It Compares to  Scale.AI Embora  built billion-dollar infrastructure by selling labeled data to enterprises and governments, Sapien flips the model by building a decentralized contributor economy. Scale’s value comes from partnerships and volume. Sapien’s value comes from decentralization and transparency. Scale.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. Final do 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. Sabia.eu Se a criptografia quiser permanecer relevante no próximo ciclo tecnológico, ela deve se conectar aos dados do mundo real e oferecer alternativas aos monopólios centralizados.O modelo de Sapien é grosseiro, mas se ganhar tração, poderia estabelecer um precedente para como os protocolos descentralizados suportam a cadeia de suprimentos de IA. 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! 
 
 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 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 Programa de Blogs de Negócios Programa de Blogs de Negócios

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