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Bitcoin Red Team has completed a foundational scan of the Bitcoin open-source ecosystem and discovered a large number of serious and high-risk vulnerabilities

Bitcoin News posted on the X platform that after two weeks of using cutting-edge AI to scan almost the entire Bitcoin open-source ecosystem for vulnerabilities, Bitcoin Red Team member @callebtc stated, "The easily discoverable vulnerabilities have been addressed," and maintainers are verifying "a large number" of serious and high-risk vulnerabilities.@callebtc indicated that the main findings include: decades of accumulated open-source technical debt are being exposed alongside AI capabilities that can discover vulnerabilities at speeds and scales unattainable by human researchers; Lightning seems particularly vulnerable, with its complexity meaning its security status is "worse than average"; unmaintained Bitcoin projects should be considered vulnerable until their security is confirmed.Projects that began building AI security and auditing processes months ago are now in a completely different position compared to those that have been waiting until now. The Bitcoin Red Team has now completed a foundational scan of almost the entire Bitcoin open-source ecosystem. Easily discoverable vulnerabilities have mostly been addressed, but as AI capabilities improve, external red team testing may need to continue indefinitely. Despite discovering and reporting "a large number" of real serious and high-risk vulnerabilities, @callebtc believes this process will ultimately make Bitcoin stronger. The same AI security review will soon expand to areas far beyond Bitcoin.

OpenAI launches the GPT-5.6-Cyber model, enhancing vulnerability discovery and security research capabilities

OpenAI announced the expansion of its cybersecurity defense program Daybreak and launched the GPT-5.6-Cyber model specifically for the cybersecurity field, aimed at helping authorized security researchers and defense teams enhance their vulnerability discovery, threat analysis, and security testing capabilities. As attackers increasingly leverage AI to launch faster and larger-scale cyberattacks, defenders need to gain advanced AI capabilities in advance.This Daybreak offers two types of access: Daybreak Blue is aimed at most defense teams, providing general models such as GPT-5.6 Sol for vulnerability discovery, secure code review, malware analysis, incident response, and patch validation; Daybreak Red is aimed at advanced security research, providing GPT-5.6-Cyber for authorized vulnerability research, vulnerability validation, and security testing. GPT-5.6-Cyber is trained on GPT-5.6 Sol and optimized for cybersecurity tasks, including discovering zero-day vulnerabilities and analyzing exploit chains. It has been used in actual vulnerability research and has identified high-risk vulnerabilities in software, including the Chrome V8 JavaScript engine. Additionally, OpenAI stated that GPT-5.6-Cyber has also helped discover high-risk vulnerabilities in various domains, including privilege escalation vulnerabilities in mobile operating systems, remote code execution vulnerabilities in databases, and hundreds of privilege escalation vulnerabilities in operating system kernels.OpenAI also emphasized that Daybreak Red will only be accessible to approved individuals and organizations, controlling access through measures such as authentication, account security, monitoring, usage restrictions, and legal disclaimers. The company stated that it will continue to strengthen security monitoring, access management, and model security testing to reduce the risk of advanced cybersecurity models being abused.

first_img Grayscale: The global alternative asset scale has grown nearly 7 times since 2008, and the allocation preferences of the younger generation are favorable for cryptocurrency

Grayscale Research Director Zach Pandl stated that the global alternative asset market has grown nearly 7 times since the 2008 financial crisis, with the share of private equity, private credit, hedge funds, physical assets, and cryptocurrency in global portfolios continuing to rise. According to the data he cited, within alternative assets, private equity accounts for about 29%, hedge funds about 23%, and cryptocurrency about 13%.Zach Pandl mentioned that differences in intergenerational allocation preferences may further strengthen this trend. According to a Bank of America survey of high-net-worth individuals, investors aged 21 to 43 allocate about 53% of their assets outside of traditional stocks and bonds, while the proportion for those aged 44 and above is 26%. With over $100 trillion in wealth expected to transfer to younger generations in the coming years, their stronger preference for alternative assets may provide ongoing tailwinds for cryptocurrency.He added that the lowering of entry barriers to alternative assets is one of the reasons for this shift, with cryptocurrency developing along similar paths; regulated products like Bitcoin ETPs and institutional-grade market infrastructure provide more convenient access to exposure.

MARA pledged 18,750 bitcoins to obtain 600 million dollars in new debt, expanding its power generation and AI infrastructure business

Bitcoin mining company MARA has completed two loans, obtaining $600 million in new debt after pledging 18,750 bitcoins to expand its power generation and AI infrastructure business. The collateral was valued at approximately $1.2 billion at the time of the transaction. The total principal of the two loans is $750 million, with Coinbase Credit providing $450 million, which includes refinancing of the existing $150 million credit line and an additional $300 million; Two Prime Lending provides another $300 million, and both loans have been fully drawn.The interest rate on the Coinbase loan is the midpoint of the Federal Reserve's target rate range plus 3.875 percentage points, maturing on August 4, 2028; the Two Prime loan has a fixed interest rate of 7.65%, maturing on August 3, 2028. If the principal remains unchanged, the annual interest expense for both loans is approximately $56.7 million. MARA stated that the loan funds will be used for general corporate purposes, including paying part of the cash consideration for the acquisition of Long Ridge Energy & Power LLC. The enterprise value of the transaction is approximately $1.5 billion, and Long Ridge owns a 505-megawatt gas power plant and over 1,600 acres of industrial land, which MARA plans to use for power generation, bitcoin mining, and potential AI and high-performance computing parks.
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