# Сопутствующие статьи по теме Web3

Новостной центр HTX предлагает последние статьи и углубленный анализ по "Web3", охватывающие рыночные тренды, новости проектов, развитие технологий и политику регулирования в криптоиндустрии.

Duan Yongping Makes First Investment in Crypto Company: Why Circle?

Duan Yongping, a renowned Chinese investor known as the "Chinese Buffett," has made his first investment in the cryptocurrency space through his family office, H&H International Investment LLC. According to a recent 13F filing, the firm acquired a position in stablecoin issuer Circle (CRCL), valued at approximately $19.08 million. While this amount represents only 0.2% of Duan's total portfolio, the move is symbolically significant. Historically cautious towards Web3 and crypto assets, Duan's investment philosophy aligns with traditional value investing principles—emphasizing understandable business models, strong moats, and stable cash flows. Most crypto projects have not met these criteria. Circle, however, stands apart. Its core business revolves around issuing the USDC stablecoin and generating interest income from its reserve assets, primarily U.S. Treasuries. This model resembles a money market fund or digital dollar bank, providing predictable revenue. Circle's Q1 2026 financials showed strong growth: revenue reached $694 million (up 20% year-on-year), with 94% from reserve interest, and adjusted EBITDA was $151 million (up 24%). USDC circulation grew 28% to $77 billion. Duan's investment signals a shift: stablecoin infrastructure like Circle's is becoming legible to traditional value investors. It represents a bridge between crypto and mainstream finance, underscored by Circle's recent $222 million pre-sale for its Arc layer-1 blockchain, backed by major firms like a16z and BlackRock. This move suggests that as regulatory clarity improves and business models mature, more crypto-native companies may gain acceptance from traditional capital.

链捕手8 ч. назад

Duan Yongping Makes First Investment in Crypto Company: Why Circle?

链捕手8 ч. назад

Making AI Products Is No Longer the Hard Part; Being Seen Is: Developers, Web3, and Chinese AI Opportunities at mu Shanghai

The article discusses the shifting challenges of AI entrepreneurship, based on insights from the mu Shanghai AI WEEK event in May 2026. As AI tools drastically lower the barrier to creating product prototypes, the core difficulty for startups has moved from "how to build" to "who to build for"—finding real users, sustainable business models, and community engagement. The event itself was structured as an extended, immersive developer community space rather than a traditional conference, attracting a global mix of participants (40% AI, 20-30% Web3). This format emphasized deep networking and collaborative creation over one-way presentations. A key observation is that with powerful models and coding assistants becoming ubiquitous, execution is less of a moat. The new scarce resource is judgment—identifying valuable, defensible scenarios where an application won't be quickly rendered obsolete by the next model update. This pushes competition downstream to distribution, user acquisition, and commercialization. Notably, many Web3 practitioners are migrating into AI, bringing with them expertise in community building, global collaboration, and grassroots marketing—skills highly relevant as AI apps fight for visibility. Meanwhile, opportunities in AI hardware, robotics, and embodied intelligence are seen as more durable, leveraging China's robust manufacturing and supply chain ecosystem as a key advantage. The article notes that major Chinese model companies (like MiniMax) are now actively competing for developer mindshare through community programs, hackathons, and improved tooling, recognizing developers as core users. Ultimately, the conclusion is that while AI simplifies building, the harder part of the journey is ensuring a product is truly needed, understood, and retained by its users.

marsbitВчера 07:51

Making AI Products Is No Longer the Hard Part; Being Seen Is: Developers, Web3, and Chinese AI Opportunities at mu Shanghai

marsbitВчера 07:51

Blockchain Capital Partner: Most People Have a Narrow Understanding of the On-Chain Economy

Author Spencer Bogart, a partner at Blockchain Capital, argues that most people have a narrow view of the on-chain economy, seeing it primarily as a faster, cheaper version of existing financial systems. While this represents a significant opportunity, he believes it's only a small part of the story. Bogart compares the current state of crypto to the early internet, where email was the obvious "faster mail" application. The truly transformative categories—like search, social media, and cloud computing—were entirely new and unimaginable beforehand. Similarly, the most profound innovations in crypto will not be incremental improvements but entirely new categories enabled by the core properties of public blockchains: atomic execution, shared global state, programmable custody, and composability. He cites the "flash loan" as a prime example of a "new verb"—a financial action structurally impossible before programmable assets and atomic settlement. It allows for uncollateralized, trustless borrowing of any size, provided repayment occurs within the same transaction, enabling novel strategies like arbitrage and collateral swaps. Bogart admits the difficulty in precisely predicting these future innovations, as human imagination tends to extrapolate from the past. He posits that the most exciting applications in ten years will be things that don't exist today and have no precedent—products only possible in a global, composable, always-on environment with programmable assets. While the exploration of this vast design space will involve many failures, the potential for transformative, category-defining breakthroughs is what makes the next decade so promising.

链捕手2 дня назад 02:26

Blockchain Capital Partner: Most People Have a Narrow Understanding of the On-Chain Economy

链捕手2 дня назад 02:26

MuleRun CTO: The Moat of Agents Lies in Data Density and User Memory

In a speech titled "Handing AI's Keys to the On-Chain Controllers," MuleRun CTO Shu Junliang discussed the evolution and security of AI Agents in finance and Web3. He outlined six dimensions for a complete AI assistant: dialogue, data input, agent capability, execution environment, user memory, and continuous learning. MuleRun's product integrates these through features like multi-platform IM bots, real-time multi-asset data, smart model routing, cloud sandboxes, persistent user profiles, and a shared knowledge network. Shu emphasized that while AI Agents are advancing from assisting to autonomously executing decisions—potentially enabling individuals to operate like small funds—safety remains paramount. He detailed MuleRun's security measures, including local key handling, isolated sandboxes, full audit trails, and strict permission controls. However, he acknowledged persistent risks like data exposure, model hallucinations, prompt injection, and the "black box" nature of AI decisions, advising manual confirmation for financial operations. He identified key trends: the shift from human-led to Agent-led on-chain interactions requiring infrastructure redesign; the erosion of information advantages replaced by competition in execution speed and strategy; and the balancing effect of Agents, which democratize access but ultimately advantage those with superior judgment. Shu concluded that an Agent's true moat lies in data density and accumulated user memory, not easily replicable technology, and that while Agents will reshape finance and Web3, human oversight over critical decisions must remain.

marsbit05/14 08:50

MuleRun CTO: The Moat of Agents Lies in Data Density and User Memory

marsbit05/14 08:50

活动图片