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YZi Labs launched the first phase of the Atlas Scout program to assist the new generation of college student entrepreneurs in obtaining early support

According to official news, YZi Labs announced the launch of the first phase of the Atlas Scout program, recruiting four students from Stanford University, Yale University, the University of California, Berkeley, and the University of California, Los Angeles, to participate in early investment projects in the fields of Web3, artificial intelligence (AI), and biotechnology.The program aims to allow outstanding university students to gain early exposure to venture capital, participate in project discovery, preliminary research, due diligence, and investment judgment, and encourage them to organize entrepreneurial communities on campus and explore investment opportunities. YZi Labs will provide a maximum of $1 million in intended investment for related investment opportunities in this program and open its ecosystem network composed of over 300 portfolio companies.YZi Labs stated that many potential entrepreneurs often begin their explorations in laboratories, open-source projects, campus entrepreneurial organizations, and technology communities before entering traditional financing channels, and their peers who learn and work with them usually discover their potential earlier. The Atlas Scout program hopes to leverage students' own campus networks to help these early entrepreneurs obtain capital, mentorship, and industry resources. Eligible entrepreneurial teams will also have the opportunity to connect with YZi Labs' EASY Residency program or further discuss investment collaboration.The Atlas Scout program not only expands financing and resource channels for early entrepreneurs but also allows participating students to accumulate venture capital experience through practical projects, enhancing their project evaluation, founder communication, and investment judgment skills.YZi Labs stated that Scouts can independently carry out campus activities based on their interests, such as organizing technical exchanges, gathering entrepreneurial teams, or discovering potential investment projects, while receiving guidance and ecosystem resource support from YZi Labs in the process. The program aims to establish connections before entrepreneurial projects gain widespread attention, allowing initial ideas on campus to have the opportunity to develop into actual projects, while cultivating a new generation of investors who can identify technological trends and entrepreneurial potential earlier.

first_img Bitcoin Core adjusts vulnerability disclosure policy to address AI vulnerability exploitation

Bitcoin core developer Antoine Poinsot announced an adjustment to the security vulnerability disclosure policy in the Bitcoin development mailing list. He stated that in the past, vulnerabilities were often kept secret for a long time to allow users to complete upgrades before details were made public, but this also led to fixes not being backported to older versions, requiring users to wait for the next major release. Poinsot pointed out that large language models make some vulnerabilities very easy to rediscover, and the protection that continued delays in fixing can provide is now quite limited.According to the new policy, vulnerabilities deemed "easy to discover" will be fixed as soon as possible in all maintained major versions, with security announcements released simultaneously. This classification applies to vulnerabilities that can be discovered with minimal effort, such as through simple LLM prompts. Other vulnerabilities will still follow the disclosure timeline based on severity: low-severity vulnerabilities will be disclosed two weeks after the major release containing the fix; medium to high-severity vulnerabilities will be disclosed two weeks after the last affected version reaches its end of life (usually one year after the fix is released in a new major version). Critical vulnerabilities are not covered by the standard policy and may require ad hoc procedures.Bitcoin ecosystem security researcher Luke de Wolf stated that he previously disagreed with Poinsot's security strategy but believes this update is a good adjustment. In August of this year, the volunteer-based Bitcoin Red Team reported nearly 5,000 potential issues across 390 projects, with only about one-fifth being reproducible at that time. In the same month, Core Lightning developers urged operators to upgrade or take nodes offline after receiving multiple AI-generated vulnerability reports, while keeping technical details confidential for two weeks.

first_img Reports from Google and others: Southeast Asia's generative AI users reach 243 million

Cailian Press reported on October 22 that a joint report released by Google, Temasek, and Bain & Company shows that the number of generative AI users in Southeast Asia reached approximately 243 million in less than three years, accounting for 58% of the local labor force, with a penetration rate about four times that of mobile internet. Only 1% to 2% of the local population pays for personal AI services.Florian Hoppe, a partner at Bain & Company, stated in an interview that businesses can achieve AI commercialization through e-commerce, digital advertising, and other operations without having to rely entirely on consumers paying directly. They can also use AI to improve e-commerce conversion rates and handle routine customer inquiries. The report noted that about 80% of customer inquiries on the e-commerce platform Shopee are handled by AI chatbots, with the cost per customer contact decreasing by 30% year-on-year. In early cases, companies that applied AI saw a year-on-year increase in conversion rates of 10%, with the average spending per order increasing by as much as 75%.The report also stated that the total value of goods traded in Southeast Asia's digital economy is expected to grow by 17% year-on-year to $368 billion by 2026, and is projected to exceed $1 trillion by 2035. Among these, the online travel market is expected to grow by 10% to $59 billion, online media revenue is expected to grow by 22% to $44 billion, and the ride-hailing and food delivery market is expected to grow by 15% to $40 billion. The total value of goods traded in Southeast Asia's e-commerce market is projected to be $226 billion in 2026, an 18% year-on-year increase.
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