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Articles (11171)

From Benchmark Curves to R&D Feedback Loops: Objectively Assessing the Likelihood of AI Recursive Self-Improvement Before 2028
Beginner

From Benchmark Curves to R&D Feedback Loops: Objectively Assessing the Likelihood of AI Recursive Self-Improvement Before 2028

Drawing on Jack Clark's public assessments, this article provides a systematic analysis of the evidence structure, extrapolation boundaries, and governance implications of Recursive Self-Improvement (RSI). It differentiates between "baseline progress" and "organizational-level closed-loop capability," and presents practical evaluation frameworks and risk mitigation pathways for enterprises, research institutions, and policy departments. This guidance enables decision-makers to make resilient choices in environments of high uncertainty, helping them avoid both unwarranted optimism and undue conservatism.
2026-05-06 10:50:16
What is KuCoin Token (KCS)? A comprehensive guide to its ecosystem value and token mechanism
Beginner

What is KuCoin Token (KCS)? A comprehensive guide to its ecosystem value and token mechanism

KuCoin Token (KCS) is a native token of the trading platform built on blockchain technology. Originally released as an ERC-20 token, it has become the core value asset of the KuCoin ecosystem and its decentralized public chain, KuCoin Community Chain (KCC). As the cryptocurrency trading industry continues to shift toward decentralization and ecosystem expansion, KCS is widely used for trading fee discounts, long-term holding rewards, and on-chain governance.
2026-05-06 10:48:00
What Is the Ethereum Economic Zone (EEZ)? A Unified Framework for Layer 2 Interoperability
Beginner

What Is the Ethereum Economic Zone (EEZ)? A Unified Framework for Layer 2 Interoperability

As the Ethereum Layer 2 ecosystem expands rapidly, liquidity fragmentation and the complexity of cross-chain operations have become new challenges. The Ethereum Economic Zone (EEZ) is a technical framework designed to address these specific issues. In this article, you'll learn how EEZ works, its core technologies, and how it drives the vision of One Ethereum.
2026-05-06 10:47:21
KCS vs BNB vs GT: A comprehensive analysis of leading platform tokens
Beginner

KCS vs BNB vs GT: A comprehensive analysis of leading platform tokens

KCS, BNB, and GT serve as the core native tokens for the KuCoin, Binance, and Gate.com trading platforms, respectively, collectively shaping the "Exchange Tokens" sector in the cryptocurrency marketplace. Although these tokens offer similar surface-level features—such as trading fee discounts and access to Launchpad participation—they diverge markedly in their fundamental value distribution models (dividends vs. token burning), public chain ecosystem roles (KCC, BSC, and GateChain), and deflationary strategies. KCS is distinguished by its unique 50% trading fee sharing mechanism (KCS Bonus), BNB has transitioned into an infrastructure token leveraging the expansive BSC ecosystem, and GT is deeply integrated with Gate.com’s robust equity system through an aggressive deflationary model.
2026-05-06 10:30:13
What Is Storj (STORJ)? A Comprehensive Analysis of the Decentralized Cloud Storage Network and Tokenomics
Beginner

What Is Storj (STORJ)? A Comprehensive Analysis of the Decentralized Cloud Storage Network and Tokenomics

Storj is a decentralized cloud infrastructure platform that utilizes a distributed network of nodes to store data, providing S3-compatible object storage and related data access and hashrate solutions. The ecosystem token, STORJ, primarily facilitates incentives, payments, and value coordination, serving as a link between on-chain and off-chain commercial systems. Unlike the traditional approach of hosting data solely in a single cloud provider’s data center, Storj employs encryption, sharding, and redundancy to distribute objects across a global array of contributor nodes—offering an alternative engineering solution for cost structure, scalability, and mitigating vendor lock-in risks. Official materials also highlight its enterprise-oriented compliance and governance positioning, featuring deliverable operational and product portfolios focused on security and audit objectives.
2026-05-06 09:51:07
Storj Technical Architecture: How Decentralized Cloud Storage Works
Beginner

Storj Technical Architecture: How Decentralized Cloud Storage Works

Storj is a decentralized cloud storage platform built on a distributed node network, providing S3-compatible object storage, data sharding encryption, and erasure code redundancy. By integrating acquisition and product upgrade updates from 2025–2026, this report systematically analyzes its network architecture, performance and security characteristics, management mechanisms, and future optimization strategies.
2026-05-06 09:50:16
STORJ Tokenomics: How Incentives Power a Decentralized Storage Network
Beginner

STORJ Tokenomics: How Incentives Power a Decentralized Storage Network

The STORJ token, an ERC-20 standard token on the Storj network, serves as a core accounting unit for the economic cycle of distributed cloud infrastructure. On one side, it connects customers and partners seeking object storage; on the other, it links global node operators who provide capacity and bandwidth. Storj's products are largely delivered through S3-compatible APIs, allowing for a seamless "cloud-like" user experience while supporting a distributed supply coordinated by tokens. Thus, to truly understand STORJ, the focus shouldn't be on idealizing every read and write operation as on-chain consensus, but rather on recognizing how the system embeds verifiable incentives within a scalable off-chain service architecture.
2026-05-06 09:41:44
Crypto Storage and On-Chain Verifiable Cloud in the AI Era: An Objective Review and Structural Analysis of Major Projects (2025–2026)
Beginner

Crypto Storage and On-Chain Verifiable Cloud in the AI Era: An Objective Review and Structural Analysis of Major Projects (2025–2026)

This article provides an objective comparison of FilecoinOnchain Cloud, Arweave, Walrus, 0G, and AIOZ, focusing on their differences in verifiable storage, permanent data, and S3 compatibility. It also includes a reminder about the risks of adoption and tokens. This content does not constitute investment advice.
2026-05-06 09:30:21
Deep Dive into Sonic Stack: How Does It Achieve 10,000+ TPS?
Intermediate

Deep Dive into Sonic Stack: How Does It Achieve 10,000+ TPS?

The Sonic technology stack is an integrated technical solution designed to comprehensively optimize Layer 1 blockchain performance. By combining the Carmen storage engine, an optimized EVM execution layer, and the Lachesis consensus protocol, Sonic successfully increases transaction processing capacity to more than 10,000 TPS while reducing confirmation latency to the sub second level. The core of this technology stack lies in solving blockchain’s long standing problems of “state bloat” and execution bottlenecks. Through flat data structures and parallel validation logic, it provides scalable infrastructure for large scale decentralized applications.
2026-05-06 09:23:11
What Is Sonic (S)? A Complete Guide to Its Architecture, Mechanism, and Ecosystem
Beginner

What Is Sonic (S)? A Complete Guide to Its Architecture, Mechanism, and Ecosystem

Sonic is a high performance Layer 1 blockchain protocol designed to deliver extremely high transaction throughput and instant finality. As decentralized applications increasingly demand real time interaction, Sonic achieves processing capacity of more than 10,000 TPS and confirmation speeds of around 0.8 seconds through its core Sonic technology stack, which includes the Carmen database and an optimized EVM execution layer. As a major technological leap for the Fantom ecosystem, it is fully compatible with the Ethereum development environment and addresses the scalability and storage efficiency bottlenecks that have long limited traditional blockchains through a rebuilt underlying architecture.
2026-05-06 09:16:34
Sonic vs Fantom: What Are the Key Differences Between the Two Networks?
Beginner

Sonic vs Fantom: What Are the Key Differences Between the Two Networks?

Sonic and Fantom are both high performance Layer 1 blockchains developed by the same team, but they differ significantly in underlying architecture and processing capability. Although the two networks share continuity at the ecosystem level, their core mechanisms are fundamentally different. Fantom is built on an earlier implementation of the Lachesis consensus and achieves about 200 TPS, while Sonic introduces the Carmen storage engine, an optimized Lachesis consensus, and the Sonic VM to deliver throughput of more than 10,000 TPS with sub second finality. In simple terms, Sonic represents a complete technical rebuild of Fantom and a major leap in performance.
2026-05-06 09:13:13
BAT vs Google Ads: Comparing Web3 Advertising Models with Traditional Ad Platforms
Beginner

BAT vs Google Ads: Comparing Web3 Advertising Models with Traditional Ad Platforms

Both BAT and Google Ads serve the digital advertising market, but they operate in fundamentally different ways. Google Ads relies on a centralized platform to collect user data for ad targeting, with the platform controlling how revenue is distributed. BAT, by contrast, uses the Brave browser to build a more intermediary free advertising ecosystem, redistributing ad revenue among advertisers, users, and content creators while strengthening user privacy through local ad matching. The two models represent different paths: the traditional digital advertising model and the Web3 attention economy model.
2026-05-06 09:06:01
What Is Fluent? Understanding the Blended Execution Layer2 Architecture
Beginner

What Is Fluent? Understanding the Blended Execution Layer2 Architecture

Fluent is a Layer 2 network developed on Ethereum, utilizing a Blended Execution architecture to allow applications from various virtual machines to run seamlessly on a single on-chain network.
2026-05-06 09:02:11
What is KAIO (KAIO)? A comprehensive guide to its RWA tokenization protocol and institutional-grade DeFi infrastructure
Beginner

What is KAIO (KAIO)? A comprehensive guide to its RWA tokenization protocol and institutional-grade DeFi infrastructure

KAIO is a protocol that tokenizes traditional financial Assets—such as fund shares—and integrates them into the blockchain. Leveraging Smart Contracts and a compliance engine, it enables institutional-grade Assets to be issued, circulated, and managed within DeFi. As the RWA sector continues to evolve, KAIO is emerging as essential infrastructure bridging traditional capital markets and on-chain finance.
2026-05-06 09:01:49
What Is Coin98 Private Mode? A Simple Guide to On-Chain Privacy Features
Beginner

What Is Coin98 Private Mode? A Simple Guide to On-Chain Privacy Features

With the growing adoption of Web3 applications, on-chain transparency offers convenience while presenting new challenges to user privacy. Coin98's Private Mode empowers users with enhanced control over their data during routine trades.
2026-05-06 09:01:12
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