DeepFlowTech

Cardano's core vendor Input Output submitted nine funding proposals to the community, totaling $46.8 million, down approximately 52% from $97.5 million last year, to reduce reliance on community funds. The focus is on the Leios consensus upgrade (throughput increased by 10-65 times, targeting 1000 TPS, testing in June, and launching by the end of the year) and the Pogun Bitcoin DeFi lending system (public in Q2). Voting is conducted by about 1,000 elected representatives, with the deadline on May 24. Additionally, the USDCx stablecoin reached a circulation of 14.6 million tokens weeks after launch, with total locked assets rising to $142.7 million.

This article analyzes AngelList's USVC, which requires a minimum investment of $500 from retail investors and allows purchasing shares of companies like OpenAI that can be transferred on the secondary market. The fund is not publicly listed, has no secondary market, a quarterly buyback limit of 5%, and an annual fee of approximately 3.61%, serving as a channel for later investors to take over early insiders' exits. The author points out that this is similar to the high market value, low liquidity crypto model, where insiders profit while retail investors bear high costs and liquidity risks; assessing opportunities depends on whether the initial funds are increasing or decreasing, and if the other party is reducing their holdings, caution is advised when participating.

Author: Anthropic
Translation: Deep Tide TechFlow
Deep Tide Guide: This is the first large-scale survey by an AI company on users' real economic anxieties. The data reveals a cruel paradox: programmers, designers—those who use AI the most—are precisely the most worried about being replaced by AI; those who see the fastest efficiency gains feel the least secure about the future. For investors, this means AI is penetrating faster than expected, and its impact on the job market has already begun on a psychological level.
Key findings:
Our recent survey of 81,000 Claude users shows that those in jobs more easily replaced by AI are more concerned about AI-induced unemployment. Respondents early in their careers are especially so.
The highest and lowest income professions report the greatest productivity improvements, mainly due to expanding the scope of work (taking on new tasks).
Experiencing

Papa Ro disclosed in congressional testimony that the Indo-Pacific Command is running a full node on the Bitcoin network and conducting cybersecurity operational tests, without mining, for monitoring and defense testing; he characterized Bitcoin as a computer science tool and a means of power projection rather than a financial asset, indicating that the U.S. military's narrative around Bitcoin is shifting from combating illegal finance to viewing it as a national security technology asset.

CertiK warns that the major hackers of 2026 will stem from real-time deepfakes, phishing, supply chain, and cross-chain vulnerabilities. To date, the industry has lost over $600 million, with Kelp DAO and Drift Protocol attacks possibly involving North Korean hackers. AI will increase the complexity of attacks but can also be used for defense; investors should verify URLs and use cold wallets.

Fu Peng stated at the Hong Kong summit that the integration of traditional finance and crypto assets will usher in a new era, and only those who adapt quickly at critical turning points can achieve the future. He used the technological rise during the Cold War and oil crisis periods as a metaphor, emphasizing that technological progress coexists with global order turbulence, with artificial intelligence and computing power becoming new productive forces. The first half of the crypto industry has ended, and it is now in a phase of reconstruction. Looking ahead, stablecoins will take on payment functions, Bitcoin will become the core of value storage and financial assets, opening a new chapter.

The Japanese Financial Services Agency announced at the 9th BCCC Collaborative Day that it plans to transfer the regulation of crypto assets from the Fund Settlement Law to the Financial Instruments and Exchange Act, focusing on information disclosure, independent operator classification, penalties for unregistered operators, and insider trading. Additionally, three PIP empirical projects were introduced: cross-border payments with Japanese yen stablecoins, 24-hour securities on-chain settlement trading, and interbank tokenized deposit transfers linked to the central bank's digital currency preparation sandbox. Shimizu Shigeru stated that blockchain can enhance the convenience and diversity of financial services, and the agency will continue to improve the regulatory framework.