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hot_img Nomura initiates coverage of Yuzhu Technology with a valuation of 25 times the 2027 sales multiple

Nomura Securities has initiated coverage on Yushu Technology, assigning a valuation of 25 times the 2027 sales multiple, expecting revenue growth rates of 101% and 144% for the fiscal years 2027 and 2028, respectively, with a compound annual growth rate of approximately 122% from 2026 to 2028. The research report highlights two major investment theses: the full-stack mechanical design and self-developed hardware provide Yushu with structural cost advantages, with outsourced components accounting for only 10% to 20% of total costs, and gross margins increasing from 44% in the fiscal year 2022 to 60% in the fiscal year 2025; rapid product iteration allows Yushu to repeatedly lead the industry into new application scenarios, launching four humanoid product series within 26 months.The report also notes that on July 28, 2026, the U.S. FCC included it in the Covered List, and while authorized models can still be sold, new models under development will face restrictions, constituting structural entry constraints. Currently, 73.6% of humanoid robot revenue still comes from research institutions, and catalysts for growth in new terminal markets remain scarce. Nomura suggests paying attention to the progress of the "brain"—the commercialization of WVLA2.0 and the industrial deployment of UnifoLM-X1-0, which may be key to unlocking new application scenarios. The views expressed in this research report are those of Nomura Securities and do not constitute investment advice.

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.
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