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Gate founder and CEO Dr. Han: AI and Web3 accelerate product iteration, driving continuous upgrades in user experience

Gate founder and CEO Dr. Han recently stated in an interview with The Block that the integration of AI and Web3 is accelerating efficiency improvements in the industry. The company has fully opened AI enterprise accounts for team members and is widely applying them in scenarios such as coding and development, significantly enhancing overall productivity.On this basis, the product iteration pace has been drastically compressed from "updates every few weeks" to "daily updates." Meanwhile, Web3 provides AI agents with automated payment capabilities, achieving low-cost and high-efficiency fund settlement through on-chain protocols. AI has also become an important tool for dealing with vast on-chain assets, capable of quickly completing liquidity screening and trading path optimization based on instructions.When discussing compliance and industry competition, Dr. Han pointed out that current crypto trading platforms have become homogenized in terms of product experience, but intense competition continues to drive overall service level improvements. Gate has currently achieved regulatory coverage in 81 jurisdictions worldwide, with compliant operations covering 46 states in the United States, and has obtained the European MiCA license, which covers 29 European markets, while also obtaining relevant licenses in Dubai, Japan, and Australia. Blockchain is gradually evolving from a single cryptocurrency carrier to an infrastructure that supports diverse assets.Dr. Han believes that with the ongoing integration of AI and Web3, Gate is continuously optimizing user experience and extending the platform into broader everyday use scenarios.

NeoSoul and Infini have reached a strategic partnership to upgrade global financial operations using Infini's corporate card

Agent Economy project NeoSoul announced a strategic partnership with AI-powered financial OS Infini. Currently, NeoSoul has adopted the Infini corporate card to support the team's expenses in SaaS subscriptions, AI APIs, cloud services, marketing, community operations, and collaboration tools during the globalization process, further enhancing the payment efficiency and financial management capabilities of AI/Web3 teams.As the globalization of AI and Web3 projects continues to increase, the team's daily expenses are showing characteristics of high frequency, small amounts, cross-border, and multi-platform. From model calls, cloud infrastructure, and node services to advertising, content production, and community growth, corporate financial tools have become an important infrastructure affecting R&D efficiency and market execution speed. Through this collaboration, NeoSoul will leverage the Infini corporate card and related tools to optimize the team's experience in cross-border spending, budget management, expense visualization, and operational collaboration, providing more flexible financial support for subsequent product development and global market expansion.In the future, both parties will further communicate around corporate financial operations in the AI era. Potential directions include the application of AI Agents in corporate expense management, budget control, subscription management, and cross-border payments, the role of stablecoin payments in the global operations of AI/Web3 teams, and the potential needs for payment authorization, settlement, and credit infrastructure that may arise during the development of the Agent Economy. NeoSoul and Infini also plan to continuously focus on the integration of AI Agents and corporate financial infrastructure through industry exchanges, closed-door discussions, and ecological communication, promoting more discussions on AI-native operations, stablecoin payments, and digital economic infrastructure.NeoSoul co-founder Kaelan stated: "The development of AI Agents is gradually moving from content generation and information processing to more complex economic behaviors. As Agents begin to participate in forecasting, collaboration, payments, settlements, and long-term credit accumulation, enterprises and development teams also need financial infrastructure that is more suitable for globalization, digitization, and automation scenarios. This collaboration with Infini will start from NeoSoul's own team operation scenarios and gradually explore more possibilities for the integration of AI and new financial tools."Infini founder Christian stated: "NeoSoul is exploring cutting-edge directions such as AI Agents, predictive markets, and the Agent Economy, which highly aligns with Infini's judgment on the future of corporate financial automation. We are pleased to support NeoSoul's global operations through corporate cards and financial operation tools. In the future, Infini also looks forward to more discussions with NeoSoul around financial management for AI-native teams, stablecoin payments, and automated operations."

Coinbase upgrades its anti-fraud system, integrating machine learning with a rules engine, reducing response time to a few hours

Coinbase stated that it is optimizing the rule creation process in its anti-fraud system by integrating machine learning models with a rules engine, achieving more efficient risk management. It also proposed a dual-track strategy of "models responsible for long-term defense, rules responsible for rapid response," and built a unified framework to create a feedback loop between the two: rules are used to capture new types of fraud and train the model in reverse, thereby continuously enhancing overall defense capabilities.In terms of specific optimizations, Coinbase has transformed the previously manual rule creation process into a data-driven and automated recommendation system by restructuring data, automating schema evolution, and introducing notebook-based analytical tools, significantly improving efficiency. Among these improvements, the performance of rule backtesting has increased by more than 10 times, and the overall response time has been reduced from several days to a few hours. Additionally, the new system uses machine learning to recommend parameters, helping to reduce false positive rates while combating fraud and minimizing the impact on normal users. Coinbase indicated that the next step will be to advance event-driven automatic rule generation and explore the "one-click conversion" of efficient rules into model features, further moving towards an automated risk management system.

Core member of the Ethereum Foundation, Josh Stark, will be leaving, having led several major upgrades including The Merge

According to The Block, Josh Stark, a key figure at the Ethereum Foundation (EF), announced his resignation after five years and will officially step down at the end of the month. Stark joined the Ethereum Foundation in 2019, initially working in the special projects team, and later rose to leadership, collaborating with EF Chair Aya Miyaguchi, Ethereum founder Vitalik Buterin, and co-executive directors Hsiao-Wei Wang and Bastian Aue.He is one of the most prominent members of the foundation's external image and has led several significant advancements in Ethereum, including the "The Merge" upgrade that transitioned from proof of work to proof of stake, as well as subsequent upgrades like Dencun, Fusaka, and Pectra. During last year's leadership adjustments at the foundation, he was appointed as the "co-manager" of the EF board and recently took on the role of co-chair of the "trillion-dollar security" initiative.Last month, Stark co-authored a strategic blog post on Ethereum with Josh Rudolf and Julian Ma, outlining Ethereum's latest scaling direction and its relationship with the Layer 2 ecosystem. Stark stated, "I haven't planned for the future yet; I just want to take a good rest and spend time with family and friends." This resignation occurs against the backdrop of ongoing changes at the Ethereum Foundation.Last year, the foundation underwent significant leadership adjustments, refocusing its strategic priorities on scaling the Ethereum mainnet and core cypherpunk values; Tomasz K. Stańczak also resigned from his co-executive director position at the end of February this year, having served for less than a year. On the same day, Trent Van Epps also announced his departure from EF to fully dedicate himself to Protocol Guild, the independent funding organization for Ethereum core developers that he founded.
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