# Web3 Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Web3", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

From Ethereum to AI's 'CROPS': What Exactly is This Set of 'Slow Variables' That Vitalik Repeatedly Emphasizes?

In recent discussions, Vitalik Buterin has frequently emphasized the concept of "CROPS," a framework defining core values for Ethereum's development. CROPS stands for Censorship Resistance, Capture Resistance, Open Source, Privacy, and Security. Initially outlined in the Ethereum Foundation's "EF Mandate," it represents a commitment to user sovereignty, ensuring that the network resists external control, remains open, protects privacy, and prioritizes security. The relevance of CROPS extends beyond Ethereum's foundational principles, becoming crucial in the context of AI integration. As AI agents begin handling wallet operations and automated transactions, the risk increases that users may cede control over their digital assets, privacy, and intentions to centralized AI service providers. A "CROPS AI" would therefore emphasize local execution where possible, privacy-preserving remote model calls (e.g., using zero-knowledge proofs), and transparent, verifiable processes to maintain user agency. Vitalik highlights a significant convergence between "CROPS Ethereum access layer" and "CROPS AI." Both address the same fundamental challenge: how users can access powerful services—be it blockchain data via RPCs or AI models—without exposing sensitive information or relinquishing ultimate control. This intersection points toward a future digital entry point that is more private, secure, and user-controlled. Ultimately, CROPS is not merely an abstract ideal but a practical guidepost. It steers development—from protocol resilience and wallet design to AI agent safety—towards a future where users retain self-sovereignty even as digital systems grow more complex and powerful. In an era of accelerating AI adoption, these "slow variables" of censorship resistance, openness, privacy, and security may define Ethereum's enduring value.

marsbit06/05 12:40

From Ethereum to AI's 'CROPS': What Exactly is This Set of 'Slow Variables' That Vitalik Repeatedly Emphasizes?

marsbit06/05 12:40

Silicon Valley 'Startup Guru' Steve Hoffman: Web3 + AI Could Be a Trap

Silicon Valley investor and "Godfather of Startups" Steve Hoffman warns that combining Web3 with AI is likely a trap, not a promising venture. In an interview, Hoffman argues that while AI is a foundational technology touching all industries, Web3 adds complexity, friction, and regulatory risk without solving mainstream consumer or business needs. He advises founders to focus on deep, specialized applications where startups can out-iterate giants, rather than on generic features easily replicated by large tech companies. Hoffman observes that Silicon Valley will lead foundational AI research, while China excels at rapid, large-scale application and commercialization, particularly in robotics. He stresses that AI-driven autonomous agents capable of collaborative, multi-step tasks are 2-4 years away, which will cause significant job displacement. The solution is not to slow AI but to redesign business models around human-AI collaboration and reform social systems like education and retraining. For startups, Hoffman recommends focusing on vertical, expertise-heavy domains to build defensibility. He sees major opportunities in AI fraud detection and cybersecurity. Key founder mindsets include systemic thinking over feature-focus, relentless customer centricity, building adaptive teams, and deeply understanding AI's capabilities and limits. Hoffman is also leading a non-profit initiative to establish university centers aimed at training future leaders in responsible, human-value-aligned AI innovation.

marsbit06/05 11:18

Silicon Valley 'Startup Guru' Steve Hoffman: Web3 + AI Could Be a Trap

marsbit06/05 11:18

After being noticed by IBM, the token of three.ws surged 50 times

IBM's public acknowledgment and collaboration with Solana AI project three.ws sparked a massive 50x surge in its $THREE token. Three.ws is building a "3D Agent Layer" for the internet, aiming to move AI beyond chat interfaces into interactive 3D digital characters that can be embedded on websites. These agents possess bodies (3D models), brains (LLMs), memory, skills, and optional on-chain identities and wallets for payments. The platform's architecture consists of four layers: a Viewer layer for 3D rendering, an Agent layer for AI behavior and skills, an optional Identity layer for persistent profiles, and an Embedding layer for deployment. For monetization, developers can set per-use fees for agent interactions, paid in USDC via the x402 protocol. Key to its enterprise strategy are partnerships with IBM and AWS. Integration with AWS Marketplace provides enterprise billing and deployment channels, while the IBM collaboration aims to combine three.ws's 3D agents with IBM's enterprise AI, cloud services, and Granite models. The challenge remains whether businesses will adopt these embodied AI agents and what utility the $THREE token will ultimately hold within the ecosystem.

foresightnews_api06/05 04:27

After being noticed by IBM, the token of three.ws surged 50 times

foresightnews_api06/05 04:27

What Are Some Good Paths for Chinese Web3 Entrepreneurship? (Part 5)

This article explores pathways for Chinese Web3 teams to pivot toward AI, building on a previous discussion. It focuses on two specific team profiles: **Security & Risk Control Teams:** These teams, skilled in smart contract auditing, wallet security, and on-chain monitoring, can transition to providing **Agent behavior auditing and AI security governance**. As AI Agents automate tasks, access data, and trigger payments, enterprises will need solutions to monitor permissions, audit logs, control data access, and prevent anomalies—creating a strong B2B demand. **Application & Community-Focused Teams:** Instead of completely rebranding as AI companies, these teams should use AI to **enhance their existing products**. For example, research platforms can use AI to summarize information and identify signals; community tools can automate user support and analysis; and educational products can create personalized learning paths. The key is integrating AI to solve existing user pain points, like information overload or high operational costs. The article also advises against certain AI directions for Chinese Web3 teams, such as building general-purpose large language models (too resource-intensive), creating overly broad Agent platforms (hard to monetize), developing AI traders/automated yield products (high regulatory and risk sensitivity), or simply adding superficial AI features without genuine value. The core conclusion: Successful migration depends not on chasing AI hype, but on **identifying how a team's existing Web3 capabilities—be it in data, payments, security, or user operations—can address real needs in new AI application scenarios.**

marsbit06/04 14:53

What Are Some Good Paths for Chinese Web3 Entrepreneurship? (Part 5)

marsbit06/04 14:53

From Web3 to AI Agent: Veteran Crypto VC Variant Bets $300 Million on Pivot

Variant Fund has announced the launch of Variant 4, a new $222 million early-stage venture fund. Its investment thesis has evolved from "digital ownership" to a broader theme of "sovereignty," focusing on technologies that enhance user agency—the control individuals have over their lives, assets, and identity. The firm distinguishes between mere automation and systems that genuinely empower users, emphasizing that the key question is who ultimately benefits: the user or the platform. This new framework encompasses Variant's existing investments in areas like public blockchains (Ethereum, Solana), developer infrastructure, decentralized finance (e.g., Uniswap), and consumer applications. It also informs recent early bets on projects such as Honcho (for self-custodial AI agent memory), Octet (cryptographic verification of physical location), and here.now (an "agent cloud" for owning and composing generative content). Variant's core mission remains to back founders building technologies that expand user sovereignty, moving towards an internet where users possess unprecedented agency rather than being the product.

marsbit06/04 03:11

From Web3 to AI Agent: Veteran Crypto VC Variant Bets $300 Million on Pivot

marsbit06/04 03:11

nGRND Gold Protocol Games Surpasses 855K Participants With $6M in Rewards Before Token Launch

The nGRND Gold Protocol, a Web3 initiative backed by verified in-ground gold reserves, reports strong growth for its sponsored mobile games 'Gold Fest' and 'Dig It', surpassing 855,000 participants across 200+ countries. These games, designed to introduce mainstream audiences to asset-backed digital economies, have awarded approximately $6 million in ecosystem rewards ahead of the protocol's Token Generation Event (TGE). The framework uses a proof-of-stake utility model, with rewards sustained by the protocol's gold treasury and revenues from alternative land use, avoiding traditional mining extraction. The preserved gold assets are subject to third-party audits for transparency. Following the successful first season, Season 2 for both games is underway, with the project planning to expand into eight participation streams like Governance, Impact, and Play, further integrating ESG and UN Sustainable Development Goals (SDGs).

TheNewsCrypto06/02 13:22

nGRND Gold Protocol Games Surpasses 855K Participants With $6M in Rewards Before Token Launch

TheNewsCrypto06/02 13:22

Multi-Chain Decentralized Over-Collateralized Stablecoin USDD Debuts at 2026 Istanbul Blockchain Week

On June 2, 2026, the Istanbul Blockchain Week (IBW) commenced at the Istanbul Bomonti Hilton Hotel & Conference Center. During this major two-day Web3 industry event, the multi-chain over-collateralized decentralized stablecoin USDD made its appearance. USDD, in partnership with TRON, established a joint exhibition booth to showcase the latest developments in stablecoin and Web3 ecosystems to attendees. The event, now in its fifth year and organized by EAK Digital, focused on key topics including Real World Asset tokenization (RWA), Artificial Intelligence (AI), stablecoins, regulatory compliance, privacy protection, and Decentralized Finance (DeFi). It attracted numerous leading global Web3 institutions, industry leaders, and innovative projects. USDD aims to leverage this platform to deepen connections with global Web3 resources and further empower its global ecosystem expansion and application adoption.

marsbit06/02 10:01

Multi-Chain Decentralized Over-Collateralized Stablecoin USDD Debuts at 2026 Istanbul Blockchain Week

marsbit06/02 10:01

TaiJi Completes $3.5 Million Strategic Financing with Participation from Castrum Capital, Becker Ventures, and Coinvestor Ventures

TaiJi, an AI-driven market intelligence platform for Web3, has completed a $3.5 million strategic funding round. The investment was led by Castrum Capital, Becker Ventures, and Coinvestor Ventures. The funds will be allocated to product R&D, upgrading its AI inference engine, building a multi-agent analysis system, improving market data infrastructure, expanding its global community, and advancing ecosystem partnerships, particularly within the BSC ecosystem. TaiJi aims to transform how users understand the Web3 market by moving beyond simple data display. It integrates market data, on-chain signals, liquidity changes, social sentiment, and news events into a unified AI system. This system generates structured event inferences, impact pathways, risk assessments, and follow-up indicators. The platform's core approach involves a multi-agent framework where specialized agents (Market, On-chain, Sentiment, Risk, Event) collaboratively analyze disparate signals to produce coherent market intelligence. Its initial product will feature modules including Market Intelligence, a Scenario Engine for AI-powered event analysis, an Impact Map, Risk Signals, and a personalized user dashboard called "My TaiJi." TaiJi emphasizes that it does not custody user assets, execute trades, provide investment advice, or promise returns. Following this funding round, the company plans to accelerate product development and testing, gradually rolling out its core features to the broader Web3 market.

marsbit06/02 09:47

TaiJi Completes $3.5 Million Strategic Financing with Participation from Castrum Capital, Becker Ventures, and Coinvestor Ventures

marsbit06/02 09:47

TaiJi Secures $3.5 Million Strategic Funding with Participation from Castrum Capital, Becker Ventures, and Coinvestor Ventures

TaiJi Secures $3.5 Million Strategic Funding TaiJi has announced the completion of a $3.5 million strategic funding round, with participation from Castrum Capital, Becker Ventures, and Coinvestor Ventures. The investment will support product development, upgrades to its AI inference engine, the construction of a multi-agent analysis system, improvements to market data infrastructure, global community expansion, and the advancement of ecosystem partnerships. Operating within the BSC ecosystem, TaiJi is building an AI-driven on-chain market intelligence network. The platform integrates market data, on-chain fund flows, liquidity changes, social media sentiment, news events, and project developments into a unified AI inference system. This approach aims to transform fragmented information into structured event inferences, impact pathways, risk assessments, and follow-up indicators, helping users navigate the increasingly complex and event-driven Web3 market. Unlike traditional market tools, TaiJi is constructing an intelligent analysis framework. It continuously aggregates real-time data to form a native market data network and builds a dataset of post-event market reactions for review. A core component is its multi-agent inference framework, where specialized agents—for markets, on-chain activity, sentiment, risk, and events—collaborate to analyze signals and generate insights. The first phase of TaiJi's product will focus on several key modules: Market Intelligence for real-time data aggregation; a Scenario Engine for AI-driven event inference; an Impact Map visualizing effects on assets and narratives; Risk Signals for identifying potential threats; and My TaiJi for personalized tracking and historical analysis. With this new funding, TaiJi plans to accelerate product development and testing, gradually rolling out its core features while expanding its presence within the BSC ecosystem and the broader global Web3 market.

链捕手06/02 09:26

TaiJi Secures $3.5 Million Strategic Funding with Participation from Castrum Capital, Becker Ventures, and Coinvestor Ventures

链捕手06/02 09:26

I've Been a VC in Web3 for Nine Years: Asian Funds Are Experiencing "Hell Mode"

After nine years as a Web3 VC, the author observes a severe downturn in Asia's crypto venture capital scene, with many funds disappearing or pivoting away. The market has cooled dramatically since the 2021-2024 frenzy, leading to fewer deals and active investors. IOSG Ventures, a firm that has endured three market cycles, has adapted its strategy: shifting from 80-90% early-stage investments to a 50% early-stage, 30% post-TGE, and 20% OTC portfolio to find better value and liquidity. The current bear market is described as "hell mode" for Asian funds due to scarce LP capital, forcing extreme precision in targeting only top projects. The author argues the core industry problem has been the disconnect between tokens and real value, where tokens served as fundraising tools without granting holders rights to protocol revenue. A positive shift is emerging where projects like Uniswap and Morpho are programmatically binding token value to protocol profits. Investment focus has moved towards fundamentals: real-yield financial infrastructure (stablecoins, lending) and crypto-native AI infrastructure, while avoiding narrative-driven projects. The conclusion is that true, durable companies are born in pessimistic times when focus shifts to real user needs and sustainable business models. The industry's future will be shaped by those who remain after the泡沫 dissipates.

marsbit06/01 03:41

I've Been a VC in Web3 for Nine Years: Asian Funds Are Experiencing "Hell Mode"