DeepSeek currently records large financial resources by raising more than 22 billion USD in new capital in the past 4 months. The firm's DeepInfer inference engine operates a compute scale that serves 155 trillion tokens per day across a server cluster, generating $38 in revenue per hour of GPU operation at off-peak rates.

This incident took place when the information security field recorded many concerns about open source AI tools from China. Recently, the PHP development team had to release emergency patches for two serious vulnerabilities. At the same time, Microsoft announced that the Storm-0940 hacker group used the ARTEX automated penetration testing framework to attack hundreds of organizations globally. Previously, a student in China also used ARTEX to infiltrate at least nine banks and financial institutions in Korea. In addition, AI tools such as OpenAI Codex were also recently used to create a jailbreak for the Nintendo Switch 2 system.

The ability of new AI models to automate finding vulnerabilities and writing exploit code is causing security experts to face many major challenges in protecting open web platforms.