Web3 For Beginners

Identity Embedding is the core technology Bluwhale AI uses to construct on-chain user intelligence profiles. By applying machine learning models, it analyzes users' behavior patterns, asset allocation, protocol interactions, and identity traits across blockchain networks, transforming these data points into a unified vectorized identity representation. Unlike conventional wallet addresses that merely log transaction data, Identity Embedding allows AI systems to grasp users' behavioral preferences, risk characteristics, and participation habits, resulting in a more complete digital identity model.

Bluwhale AI (BLUAI) is an intelligent data infrastructure built for the Web3 ecosystem. Using identity embedding, on-chain behavior analysis, and privacy computing, it converts user data scattered across blockchain networks into intelligent profiles that AI agents, decentralized applications, and enterprise systems can access. Bluwhale AI aims to establish Web3's Intelligence Layer—protecting user data ownership and privacy—while enabling AI to comprehend user behavior, preferences, and on-chain identities. This supports personalized recommendations, intelligent decision-making, automated services, and novel digital economy applications.

Bluwhale AI and Fetch.ai are both key infrastructure projects at the intersection of AI and blockchain, yet their core positioning is fundamentally different. Bluwhale AI focuses on building a Web3 Intelligence Layer that leverages identity embedding and user profiling to help AI understand on-chain users. Fetch.ai, on the other hand, is dedicated to creating an autonomous AI agent network, enabling automated collaboration and task execution through intelligent agents.

The core difference between YOM and GeForce Now lies in their infrastructure models. YOM uses a decentralized GPU node network to provide cloud gaming services, while GeForce Now relies on centralized data centers built and operated by NVIDIA. Both can run games remotely and stream visuals in real time, but they differ significantly in how resources are organized, how they scale, and how their ecosystems are structured.

YOM’s operating process begins when a user sends a game request. After a player clicks the Play button, YOM’s intelligent scheduling system automatically selects the best node to execute the task based on the user’s location, network conditions, and GPU node load. The node then launches the game instance, streams the visuals to the user’s device through a real-time streaming protocol, and synchronizes user input to deliver a complete cloud gaming experience.

YOM is a decentralized cloud gaming infrastructure designed for real-time interactive applications. By aggregating idle GPU resources around the world, it builds a distributed computing network that delivers low-latency, high-performance cloud gaming services for game developers and players. Unlike traditional cloud gaming platforms that rely on large data centers, YOM uses edge nodes and an intelligent scheduling system to allocate computing resources dynamically, enabling broader geographic coverage and more efficient resource utilization.

Tea Protocol and Gitcoin are both incentive platforms for open source software, but they differ in how they operate and how they assess value. Tea Protocol focuses on quantifying open source contributions through Proof of Contribution and the teaRank system, then automatically distributing rewards to project maintainers and ecosystem participants. Gitcoin, by contrast, centers on public goods funding and uses Quadratic Funding to encourage community support for projects.

Tea Protocol uses its Proof of Contribution, or PoC, mechanism, CHAI data infrastructure, and teaRank reputation system to quantitatively assess contributions made by open source projects and their maintainers, then distribute network rewards based on each project’s influence within the software supply chain. When developers take part in project maintenance, code updates, security fixes, or ecosystem building, those activities are included in the contribution record system and ultimately affect the share of rewards received by projects and contributors.

Tea Protocol (TEA) is a decentralized incentive protocol designed for the open source software ecosystem. It aims to provide open source developers and maintainers with continuous, transparent, and verifiable value rewards through Proof of Contribution, the teaRank reputation scoring system, and on-chain reward mechanisms. Tea Protocol brings software package dependencies, developer contributions, and community participation into a unified value assessment framework, allowing open source projects that have long supported internet infrastructure to receive more reasonable economic incentives.

Yooldo (ESPORTS) is a Web3 gaming platform that combines blockchain games, esports systems, and digital asset mechanisms. Its core goal is to build a digital esports network through competitive blockchain gaming, user incentives, and a community based ecosystem. Yooldo not only offers a blockchain gaming experience, but also seeks to connect esports tournaments, the GameFi economy, and Web3 communities.

Spacecoin builds a decentralized internet network through low Earth orbit (LEO) satellites, blockchain, and DePIN, or decentralized physical infrastructure networks. Unlike traditional ISPs, which rely on centralized operations, Spacecoin uses an open network architecture that allows users, nodes, and infrastructure participants to jointly maintain internet services through on-chain mechanisms.

Spacecoin users connect to the satellite network through ground terminals. Data is transmitted through satellites and ground nodes, while network payments, resource allocation, and incentives are handled through an on-chain system. Compared with traditional internet service providers, Spacecoin aims to build global internet infrastructure through an open network and crypto economic model.

Alchemy is an infrastructure platform built for blockchain developers. It provides RPC nodes, on-chain data APIs, account abstraction, smart wallets, and Rollup development tools for Web3 applications. Its core products include Supernode, NFT API, Transfers API, Account Kit, and Webhooks, helping developers quickly access on-chain data, send transactions, and build decentralized applications.

Alchemy API is a blockchain infrastructure interface built for Web3 applications. It helps DApps, wallets, and on-chain applications access blockchain data, send transactions, and monitor on-chain events. Its core process includes receiving RPC requests, routing them to nodes, reading on-chain data, processing indexed and cached data, and returning structured API responses. Compared with running blockchain nodes directly, Alchemy greatly reduces the development and operational complexity of Web3 applications through hosted infrastructure and enhanced data APIs.

Alchemy and QuickNode are both RPC node service platforms built for Web3 developers. They help DApps, wallets, and on-chain applications access blockchain data and send transactions. Although both platforms support multiple networks such as Ethereum, Polygon, Arbitrum, and Solana, they differ clearly in product positioning, data APIs, developer tools, and ecosystem direction. Alchemy places greater emphasis on enhanced APIs, account abstraction, and full development platform capabilities, while QuickNode focuses more on high-performance node services and a modular plugin ecosystem.