Industry News

Tracks company news, strategic changes, funding activities, and personnel adjustments across the blockchain and crypto industries, delivering a full-spectrum industry overview for our users.

Insider: DeepSeek Is Forming a Harness Team to Benchmark Against Claude Code

DeepSeek is reportedly forming a dedicated "Harness" team to develop a code agent product, directly targeting Anthropic's Claude Code. According to internal sources and a social media post by DeepSeek senior researcher Chen Deli, the team will focus on building "DeepSeek Code Harness." The initiative involves recruiting for key roles like Harness Product Manager and Harness R&D Engineer in Beijing. DeepSeek defines its approach with the core formula: Model + Harness = Agent. This signifies a strategic shift from merely offering a powerful coding model to creating the essential middleware that connects the model to real-world developer workflows. The Harness will handle context management, tool calls, task planning, file operations, code editing, terminal execution, and feedback loops. The move highlights that competition in AI-assisted coding is evolving from pure model capability to ownership of the developer workflow entry point. While DeepSeek has strong foundational models (e.g., DeepSeek-Coder series), it has lacked an integrated, productized agent experience. The popularity of a community-built project, DeepSeek-TUI, demonstrated developer demand for a Claude Code-like tool using DeepSeek's models, but also revealed the limitations of unofficial solutions. By building its official Code Harness, DeepSeek aims to leverage its unique advantages: direct collaboration with its model training team, control over APIs and design, the ability to create a data feedback loop for model improvement, and access to real internal task scenarios. This step is seen as crucial for DeepSeek to transform its advanced models into a leading agent product that can deeply integrate into and enhance the actual software development process.

链捕手05/22 02:14

Insider: DeepSeek Is Forming a Harness Team to Benchmark Against Claude Code

链捕手05/22 02:14

AI Server Power Supply Undergoes Major Transformation, ADI Bets Big with a $1.5 Billion Investment

**Title: AI Server Power Supply Undergoes Major Shift as ADI Makes $1.5 Billion Bet** **Summary:** Analog Devices Inc. (ADI) has announced a definitive agreement to acquire Empower Semiconductor in an all-cash transaction valued at approximately $1.5 billion. This move highlights the critical and growing importance of advanced power delivery technologies in the era of data-intensive AI computing. The acquisition targets Empower's key technologies that address fundamental power challenges in high-performance AI data centers: **Integrated Voltage Regulators (IVR)**, which integrate dozens of discrete components into a single IC for high density and nanosecond transient response; **ECAP Silicon Capacitors (SiCaps)**, offering ultra-low ESL/ESR for high-frequency filtering; **Vertical Power Delivery (VPD)** architecture, which reduces transmission distance and losses; and the overarching **FinFast** technology platform. ADI's strategy aims to fill the "last millimeter" gap in power delivery from the board level to directly beneath the processor die. The deal follows ADI's recent product launches and strategy focused on AI data center power, including µModule solutions, SiC switches, and 800V high-voltage DC systems. The article details the industry-wide trend towards higher integration and VPD to manage soaring GPU/accelerator power demands, now reaching kilowatt levels per card. It examines the three evolutionary stages of AI power: traditional lateral power delivery, VPD, and ultimately substrate-integrated voltage regulators (SIVR). Competitors like Infineon, MPS, Vicor, and TDK are also advancing VPD solutions, while companies like Murata, Samsung Electro-Mechanics, and Rohm are leading in silicon capacitor development. In conclusion, as AI server power consumption escalates dramatically, technologies like IVR, SiCaps, and VPD are becoming essential for efficient power delivery within constrained spaces. ADI's significant investment signals an urgent industry need for innovation in this domain.

marsbit05/22 00:38

AI Server Power Supply Undergoes Major Transformation, ADI Bets Big with a $1.5 Billion Investment

marsbit05/22 00:38

Putting Markets On-Chain: Canton Network Quietly Becoming the New Backbone for Institutional Finance

Canton Network: A New Institutional Financial Infrastructure Emerges Visa's rapid three-day approval as a super-validator on Canton Network in March 2026 marks a significant institutional endorsement. Unlike public blockchains like Ethereum, which prioritize transparency, Canton is designed for regulated financial institutions. Its core innovation is built-in data visibility control, where transaction details are only visible to direct participants. This enables institutions like Goldman Sachs, JPMorgan, and DTCC to conduct private, secure business on-chain without exposing sensitive strategies or positions. Canton, developed by Wall Street-focused Digital Asset, emphasizes slow, methodical development to meet stringent institutional requirements. Current on-chain activity, exceeding $9 trillion monthly, involves real balance-sheet operations like tokenized repos, treasury settlements, and collateral movement—not retail speculation. Key applications include JPMorgan's deposit token (JPM Coin), DTCC's U.S. Treasury tokenization, and Visa-enabled atomic settlement, aiming to synchronize asset delivery and payment instantly. The network's CC token is a utility asset, with value tied to real financial activity volume. It features no pre-mine or VC allocations, aligning with institutional preferences for transparency. Canton's 3–5 year vision is to become an "invisible" foundational layer for global finance—facilitating real-time cross-border capital flows, institutional stablecoin settlement, and native on-chain operations for major asset classes. While regulatory harmonization and legacy system integration remain challenges, Canton represents a pragmatic shift towards embedding markets themselves into blockchain infrastructure.

Odaily星球日报05/21 17:50

Putting Markets On-Chain: Canton Network Quietly Becoming the New Backbone for Institutional Finance

Odaily星球日报05/21 17:50

USDC Begins Nested Issuance, Coinbase Launches Custom Stablecoin Branding Service

Coinbase has launched its "Custom Stablecoins" platform, enabling businesses to offer branded stablecoins. The first client is Flipcash, a social payments app, which has introduced USDF. USDF is a Solana-based stablecoin, pegged 1:1 to USDC, and is designed to serve as a stable pricing and settlement unit for Flipcash's user-created community currencies. This move shifts the focus of stablecoins from being standalone assets or investment products to becoming embedded payment and settlement components within broader applications. For businesses like Flipcash, the core need is not to become a stablecoin issuer, but to integrate stable, reliable digital cash functionality—handling pricing, payments, and settlements—without managing the complex underlying infrastructure of issuance, reserves, on-chain contracts, fiat on-ramps, and compliance. Coinbase's platform provides this infrastructure as a service, positioning the exchange as a stablecoin infrastructure provider. While USDC remains the foundational reserve asset, the branded token (e.g., USDF) offers applications a tailored, user-facing financial tool. This development highlights a potential path for stablecoins to become ubiquitous backend utilities in social, gaming, and e-commerce applications, though it also brings significant regulatory and operational complexities associated with handling real user funds.

链捕手05/21 15:07

USDC Begins Nested Issuance, Coinbase Launches Custom Stablecoin Branding Service

链捕手05/21 15:07

It's Bankless That Needs Ethereum, Not Ethereum That Needs Bankless

Titled "Bankless Needs Ethereum, Not the Other Way Around," this article analyzes the significant recent news involving Bankless, a prominent crypto media outlet. Bankless co-founder David Hoffman announced the sale of all his ETH holdings, while the company also reportedly underwent major layoffs, with its founders parting ways. The news, likened to a high-profile defection, initially sent shockwaves through the Ethereum community, given Bankless's historical role as a key evangelist and "semi-official" narrative builder for Ethereum. For years, through its podcasts and writings, Bankless championed core Ethereum ideas like "ultrasound money" and the blockchain's role as a new financial settlement layer, acting as a crucial community hub and belief system during its growth phase. However, the article argues this development is not necessarily negative for Ethereum. It suggests Bankless's "first mission"—serving as Ethereum's passionate, inward-facing "propaganda department"—has largely been completed. As Ethereum matures and moves towards mainstream, institutional adoption, the narrative baton has shifted. Today, the value propositions of ETH are increasingly communicated to traditional finance by asset managers like BlackRock and VanEck, public companies adding ETH to their treasuries, and established financial figures. This represents a natural evolution towards a more decentralized, professional, and institutionally-focused narrative network. Therefore, while Bankless's retreat marks the end of an era, it signifies Ethereum's growing resilience and its reduced reliance on any single entity for belief, as its story is now carried forward by a broader and more mature ecosystem of advocates.

链捕手05/21 13:59

It's Bankless That Needs Ethereum, Not Ethereum That Needs Bankless

链捕手05/21 13:59

Cutting Off OpenAI, Anthropic Acquires the Tool Provider Used by a Quarter of Global Developers

Anthropic has acquired Stainless, a developer tool company that automatically generated official SDKs (Software Development Kits) for AI giants including OpenAI, Anthropic, Meta, and Cloudflare. The deal, reportedly valued at around $300 million, marks a strategic shift for Anthropic as it builds its "AI agent" infrastructure. Stainless acted as a "translator," converting complex API specifications into ready-to-use code libraries for developers. Its tools indirectly reached about a quarter of professional software developers globally. Following the acquisition, Stainless will shut down its public products and its team will join Anthropic to focus on internal platform development, notably for the Claude Platform. Existing SDKs remain with their respective client companies but will no longer receive updates from Stainless. This move is part of Anthropic's broader 18-month strategy to assemble a complete "agent stack." The stack consists of the Claude model at its core, the newly acquired Stainless for standardized API interfaces, and the Model Context Protocol (MCP), an open standard for connecting agents to external tools and data. This contrasts with OpenAI's focus on model generations and consumer-scale compute. Anthropic believes an agent's ultimate utility depends on its ability to connect to external systems. By internalizing the SDK layer and promoting MCP as a connection standard, Anthropic aims to lock in long-term ecosystem advantages and create path dependency, moving beyond the transient lead provided by any single model generation.

marsbit05/21 11:33

Cutting Off OpenAI, Anthropic Acquires the Tool Provider Used by a Quarter of Global Developers

marsbit05/21 11:33

Bankless Founder Sells Off ETH, Collective Collapse of Ethereum Faith

Ethereum faces a "crisis of faith" as David Hoffman, co-founder of the prominent pro-Ethereum media outlet Bankless, announces he has sold all his ETH. This move, coupled with reports of major layoffs at Bankless, signals a potential retreat of Ethereum's staunchest supporters. Hoffman and co-founder Ryan Sean Adams confirm Bankless is entering a "second era," with Adams stepping back and Hoffman exploring new frontiers. Hoffman sharply criticizes the Ethereum Foundation, stating that ETH's poor price performance cannot be separated from its leadership. He has a history of public dissatisfaction, citing the Foundation's failure to drive market growth and its "endless manifestos." His frustration coincides with ETH/BTC hitting multi-month lows and a significant exodus of senior researchers and executives from the Ethereum Foundation, partly attributed to controversial "loyalty oaths." The article contrasts Ethereum's current predicament—with its Layer-2 narrative discredited and ecosystem stagnant—against what should have been a highlight year in 2026 amid tokenization trends. While a previous surge to near $5,000 was driven by corporate buybacks (DAT热潮), ETH has since fallen over 50%. The core question remains: with fading faith and intense competition, what is Ethereum's next solution? Hoffman's divestment symbolizes a growing disconnect between the community and the ecosystem's direction.

Odaily星球日报05/21 11:09

Bankless Founder Sells Off ETH, Collective Collapse of Ethereum Faith

Odaily星球日报05/21 11:09

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