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KPMG's research shows that nearly 30% of corporate executives find it difficult to understand the cost of AI on a pay-per-use basis, and nearly half have delayed deployment

According to KPMG's latest survey report involving 2,145 executives from 20 countries, as technology companies like Anthropic, OpenAI, and GitHub recently shifted some of their AI services from fixed subscription models to usage-based billing, businesses are facing challenges in cost forecasting and management during the scaling of AI deployment.The report indicates that 29% of corporate executives find it difficult to understand and control operational costs when scaling AI deployment, and one-third of executives believe that insufficient understanding of AI economics hinders the deployment of AI entities. Due to costs exceeding expected value, nearly half (about 49%) of corporate organizations have chosen to delay or readjust their AI deployment plans; meanwhile, low-cost, high-fidelity large models are accelerating their impact on corporate AI strategies.In addition, tech giants are increasing capital expenditures to build AI capacity. Amazon plans to spend about $200 billion on capital expenditures this year and is investing $1 billion in its AWS frontline engineering organization to assist customers in adopting AI entities; Microsoft's total capital expenditure is expected to reach $190 billion this year, with $2.5 billion allocated to the new entity Microsoft Frontier Company. KPMG emphasizes that, in addition to cost pressures, accountability in AI governance, employee engagement rules, and the prevention of system "hallucinations" remain core challenges faced by businesses today.

Gate announces the promotion of Edwin Cheung to Executive Director, further strengthening the group's global strategic development

Gate today announced that Edwin Cheung has officially been promoted to Executive Director, where he will participate in the overall strategic planning and global business development of the group, further advancing Gate's long-term layout in the digital asset and fintech fields, supporting the group's continuous expansion in the global market and enhancing its overall competitiveness.Previously, Edwin was responsible for Gate's global fiat currency business strategy, long-term promotion of institutional cooperation, payment infrastructure construction, and global market expansion, and actively participated in international business, laying a solid foundation for Gate's globalization layout and long-term strategic development. Edwin holds an MBA in Fintech from the Hong Kong University of Science and Technology and a Bachelor's degree in Commerce from the University of Melbourne. With nearly ten years of experience in the financial industry at HSBC and Standard Chartered Bank, he has accumulated rich experience in institutional business, payment systems, and strategic cooperation. He stated, "I am deeply honored to serve as Gate's Executive Director. In the future, I will work with the team to promote the implementation of the group's long-term strategy, continuously enhance global business synergy capabilities, strengthen Gate's competitive advantages in the digital asset and fintech fields, and create greater long-term value for global users."This appointment reflects Gate's ongoing commitment to globalization development, long-term strategy, and organizational construction. In the future, Gate will continue to adhere to an innovation-driven development concept, steadily advance its global business layout, continuously enhance product and service capabilities, and create a more open, secure, and professional digital asset ecosystem for global users.

Trump signs quantum security executive order, which may promote post-quantum security research for Bitcoin

On Monday, U.S. President Trump signed two executive orders aimed at accelerating the development of U.S. quantum computing capabilities and advancing the government's transition to post-quantum cryptography. Although the executive orders did not directly mention Bitcoin, industry insiders believe this could benefit the blockchain's post-quantum security research and development.The two executive orders focus on defending against advanced cryptographic attacks and promoting cutting-edge quantum innovation. They include a clear timeline: to advance the construction of quantum sensors by September 2028 and require federal high-value assets and high-impact systems to complete the transition to post-quantum cryptography by the end of 2031. Project Eleven CEO Alex Pruden stated that this means the U.S. government will invest time and resources to achieve post-quantum security goals and may extend related requirements to the entire federal contractor system, not just limited to government agencies, thereby accelerating the implementation of post-quantum cryptographic technology.At the time of this policy announcement, the blockchain industry’s concern about quantum threats continues to rise. Organizations like the Ethereum Foundation and the Solana Foundation have begun advancing post-quantum security research and development, while the Bitcoin community is also discussing potential risks. Some publicly exposed Bitcoin addresses are believed to face the risk of private keys being derived once powerful quantum computers emerge in the future. Pruden pointed out that this executive order clearly sets the deadline for adopting post-quantum cryptography as 2031, which is more binding than the previous guidance from the U.S. government that proposed phasing out traditional cryptographic systems by 2035. For Bitcoin and the broader cryptocurrency industry, government investment in post-quantum security may accelerate the maturity of related tools, standards, and migration paths.

Trezor executive: Handing over all Bitcoin to ETFs would be the worst outcome for the industry, undermining the core principle of self-custody

According to The Block, executives from hardware wallet manufacturer Trezor stated that the market's trend of fully pushing Bitcoin towards ETFization may pose a long-term risk to the core principles of the crypto industry. According to the company's Chief Business Officer Danny Sanders during the BTC Prague event, the current global crypto user base is approximately 600 million, but only about 10% of users choose to self-custody their assets, with only about 12 to 13 million users using hardware wallets.Since the launch of the U.S. spot Bitcoin ETF in 2024, which has attracted over $53 billion in inflows, institutional allocation of Bitcoin has significantly increased. However, Sanders pointed out that this trend may also weaken users' behavior of directly holding private keys. He believes that self-custody is one of the core attributes of the Bitcoin system, but there are still significant challenges in terms of user experience and security thresholds, leading more users to prefer participating in the market through custodial tools like exchanges or ETFs.Sanders emphasized that the industry should focus on improving the usability and security of self-custody, rather than simply accepting the path of "putting Bitcoin into ETFs." He stated that if the long-term evolution leads to an ETF-dominated holding structure, it would undermine the foundational logic of Bitcoin as a decentralized asset, which could be the "least ideal outcome" for the industry.

Coinbase executives: Integrating derivatives, tokenized securities, DeFi, and stablecoins into a unified financial platform

According to a report by TheStreet Roundtable, Coinbase's Head of Institutional Sales, John D'Agostino, stated in an interview at the New York Stock Exchange that Coinbase is committed to migrating the existing financial infrastructure from the outdated ledger system of decades ago to a faster, cheaper, and more stable blockchain ledger, with the goal of becoming a fully functional integrated financial platform in the crypto space.D'Agostino pointed out that Coinbase's current growth mainly comes from four directions: first, derivatives; the company acquired the world's largest crypto options exchange, Deribit, for $2.9 billion last year, becoming a market leader in this field; second, tokenized securities; approximately 20 stocks have been tokenized and are continuously expanding, with assets like REITs included in the tokenization scope, claiming the market size is about $15 trillion; third, DeFi; Coinbase has become the official USDC treasury deployer for the Hyperliquid platform, with about $5 billion USDC in revenue used for repurchasing HYPE tokens on the platform; fourth, stablecoins; continuously deepening the coverage of USDC in the on-chain market.He summarized Coinbase's positioning as, "The safest custody for crypto assets is our foundational moat, while hyper-fast growth comes from tokenizing everything and creating universal applications."
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