The AI infrastructure war has begun, and the Fluence roadmap reveals the path to Web3s computing power breakthrough | Bee Network
Fluence is building an AI infrastructure that cannot be achieved by centralized clouds: an open, low-cost, enterprise-class computing layer that is sovereign, transparent, and open to everyone.
2025 continued the trend of 2024, and cloud computing giants are accelerating their competition for dominance in AI infrastructure: Microsoft plans to invest more than $80 billion to build data centers, Google has launched an AI supercomputer, Oracle has invested $25 billion to build the Stargate AI cluster, and AWS is also shifting its focus to native AI services.
At the same time, professional players are growing rapidly. CoreWeave raised $1.5 billion in its IPO in March this year and is currently valued at over $70 billion.
As AI becomes a critical infrastructure, the right to acquire computing power will become one of the most important battlefields of this era. Centralized giants are monopolizing computing power by building their own data centers and vertically integrating chips, while Fluence has proposed another vision: a decentralized, open, and neutral AI computing platform. Fluence capitalizes computing power and uses FLT as a real-world asset (RWA) token on the chain to cope with the exponential growth demand of AI.
Fluence has collaborated with multiple decentralized infrastructure projects, including AI networks (Spheron, Aethir, IO.net) and storage networks (Filecoin, Arweave, Akave, IPFS), to jointly promote the construction of a neutral computing-data underlying layer.
From 2025 to 2026, Fluences technology roadmap focuses on the following core directions:
1. Building a global GPU computing networkFluence will introduce global GPU nodes to support high-performance hardware required for AI tasks, injecting reasoning, fine-tuning and model service capabilities into the network. This will upgrade the current CPU-based computing platform to a truly AI-oriented computing layer. The platform will integrate a containerized operating environment to ensure the security and portability of tasks.
In addition, Fluence will also explore the confidential computing capabilities of GPUs to ensure the secure reasoning and execution of private data. Through the trusted execution environment (TEE) and encrypted memory, sensitive business data can be processed even in a decentralized architecture, promoting the implementation of sovereign AI agents.
Key time points:
GPU Node Access Plan – Q3 2025
GPU container runtime environment is launched – Q4 2025
GPU confidential computing research and development started – Q4 2025
Confidential Reasoning Mission Pilot Execution — Q2 2026
2. Managed AI Models and Unified Inference InterfaceFluence will provide one-click deployment templates, covering mainstream open source models (such as LLM), orchestration frameworks such as LangChain, agent systems and MCP servers, and expand the platforms AI function stack. Deployment models will be more convenient, and community developers will be supported to participate together to enhance ecological vitality.
Key time points:
Model + Orchestration Templates Launch — Q4 2025
Inference endpoints and routing system deployment — Q2 2026
3. Implementing a Verifiable Community-Driven SLAFluence is building a decentralized trust and service guarantee mechanism, introducing the Guardians mechanism . These participants (can be individuals or institutions) are responsible for verifying the availability of network computing power and supervising the execution of service agreements through on-chain telemetry mechanisms, thereby obtaining FLT rewards.
Guardians can participate in infrastructure governance without hardware investment, transforming the enterprise-level computing network into a public platform that everyone can participate in . This mechanism will also be paired with the [Pointless Program] system to encourage community behavior and enhance the qualifications to become a guardian.
Key time points:
First batch of Guardians will be launched – Q3 2025
Guardian fully deployed SLA agreement launched – Q4 2025
4. Integration of AI computing power and composable data stackThe future of AI is not just computing power, but the integration of computing power + data . Fluence is deeply integrated with decentralized storage networks (such as Filecoin, Arweave, Akave, IPFS), giving developers the ability to access verifiable data sets and combine with GPU nodes to complete execution tasks.
Developers will be able to easily 디파이ne AI jobs that access distributed data, run them in a GPU environment, and build a complete AI backend—all tasks coordinated by FLT. The platform will also provide SDK modules and composable templates to facilitate the connection of storage space and on-chain data, suitable for building AI agents, LLM tools, or scientific research applications.
Key time points:
Distributed storage backup is launched – Q1 2026
Datasets integrated into AI workflows — Q3 2026
From getting rid of cloud dependence to intelligent collaborationFluence is building a decentralized, censorship-resistant, open and collaborative computing power foundation for the AI era with GPU access, verifiable execution and data composability as the core. It is not monopolized by a few super-large cloud vendors, but driven by global developers and computing nodes .
The infrastructure of future AI should reflect the values we want AI to have: openness, collaboration, verifiability, and accountability . Fluence is encoding these principles into the protocol.
How to join Fluence: Apply to become a GPU node provider Sign up for the Fluence Cloudless VM beta Participate in the Pointless Program and unlock Guardian status This article is sourced from the internet: The AI infrastructure war has begun, and the Fluence roadmap reveals the path to Web3s computing power breakthrough Related: 24H Hot Coins and News | The White House said Trump will decide within two weeks whether to take military action against 1. Popular currencies on CEX CEX top 10 trading volume and 24-hour rise and fall: BTC: +0.02% ETH: +0.34% SOL: +0.55% XRP: +0.10% PEPE: -0.97% UNI: +2.00% SUI: +0.32% BCH: +8.90% DOGE: +0.51% TRX: +0.70% 24 H increase list (data source: OKX): RADAR: +20.80% T : + 19.48% SNT: +18.51% LQTY: +11.00% POR : + 9.72% HUMA: +9.29% OKB: +9.17% BCH: +8.86% X : + 7.04% IP : + 6.02% 2. Top 5 popular memes on the chain (data source: GMGN ): NI USBC CRCL Intel SECRET 3. 24-hour hot search currencies GOR, according to the project owner, aims to build a cross-chain bridge protocol anchored 1:1 with Solana (SOL), maintaining price stability and deflation model through pre-minting and burning mechanisms. It attracted market attention due to the response from… # 분석# 데피# 토큰# 도구# 웹3© 版权声명배열 上一篇 Bitcoin is on the rise, but the Bitcoin network has become a ghost town on the chain? 下一篇 Coinbase deep integration + JPMorgan Chase pilot, which projects are worth paying attention to? 상关文章 The crypto market five years ago was actually healthier than it is now 6086cf14eb90bc67ca4fc62b 8,759 Bubbles, cockroaches, and a 367% surge: Decoding 11 key moments in global financial markets in 2025 6086cf14eb90bc67ca4fc62b 18,988 3 Entrepreneurs in vertical fields are scarce, and entrepreneurs in the DeSci track also have a chain of contempt 6086cf14eb90bc67ca4fc62b 33,221 4 Long-term speculation: the dominant economic theme for the next century 6086cf14eb90bc67ca4fc62b 16,864 1 Must-watch next week|CPI data may overturn expectations of interest rate cuts; Usual plans to activate the income switch 6086cf14eb90bc67ca4fc62b 39,302 24시간 핫 코인 및 뉴스 | 피델리티, 미국 재무부 채권에 투자하는 토큰화 펀드 출시; 트럼프는 메사를 게시했습니다. 6086cf14eb90bc67ca4fc62b 38,728 3 댓글 없음 댓글을 남기시려면 로그인이 필요합니다! 즉시 로그인 댓글이 없습니다... Bee.com 세계 최대의 Web3 포털 파트너 코인카프 바이낸스 코인마켓캡 코인게코 코인라이브 갑옷 Bee Network 앱을 다운로드하고 web3 여정을 시작하세요 백지 역할 자주하는 질문 © 2021-2026. 모든 권리 보유. 개인 정보 정책 | 서비스 약관 꿀벌 네트워크 앱 다운로드 Web3 여정을 시작해보세요 세계 최대의 Web3 포털 파트너 CoinCarp Binance CoinMarketCap CoinGecko Coinlive Armors 백지 역할 자주하는 질문 © 2021-2026. 모든 권리 보유. 개인 정보 정책 | 서비스 약관 찾다 찾다사이트에온체인사회의소식 熱门推荐 : 에어드롭 헌터 데이터 분석 암호화폐 유명인 함정 탐지기 한국어 English 繁體中文 简体中文 日本語 Tiếng Việt العربية Bahasa Indonesia हिन्दी اردو Русский 한국어智能索引记录
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