喝点VC｜红杉美国对话千亿市值网安CEO：AI有机会彻底改变安全行业；数据泄露的问题不在于阻止了什么，而在于放进来了什么

AI Development Discussion: Model Risks and Application Prospects - The past 12 months have been phenomenal in AI development, with attempts to build effective models that can remember, process, and recognize patterns [3][4] - Concerns arise regarding the costs of building these models and how to effectively utilize them, especially when they are given too much autonomy [4][5] - The emergence of low-cost models has created opportunities for startups, indicating a significant shift in the industry where building impressive models may not require substantial investment [5][6] Security Responsibilities and Threat Analysis - AI can enhance daily work for employees, but there are concerns about proprietary data being input into models, leading to potential copyright infringements and data theft [9][10] - Companies are interested in using AI in a controlled manner to prevent employees from using AI models or applications without oversight [10][11] - The risk of models being hijacked or manipulated is a significant concern for customers, necessitating the development of effective AI firewalls to monitor and protect model interactions [11][12] AI's Role in Security Transformation - AI has the potential to revolutionize the security industry by enabling real-time data analysis and anomaly detection, moving beyond traditional preventive measures [24][25] - The need for extensive data ingestion and pattern recognition is crucial for identifying security threats, as traditional methods may not suffice against novel attacks [25][26] - Security teams will need to adapt to allow AI to operate with more autonomy while ensuring adequate protective measures are in place [30][31] Company Innovation and Agility - The company rates its agility at 7 to 7.5 out of 10, acknowledging the complexity and responsibility of ensuring that innovations do not disrupt existing customer infrastructures [31][32] - The company embraces innovation by collaborating with successful external teams and integrating their solutions, while also focusing on internal development [33][34] - Continuous evaluation of market capabilities and customer needs is essential for maintaining agility and responsiveness in a rapidly evolving industry [34][35]