Google Cloud has empowered Gemini for malware analysis with Code Interpreter and Google Threat Intelligence. This development is interesting because it addresses challenges like obfuscation techniques and obtaining real-time insights on indicators of compromise (IOCs). The power of this approach lies in Gemini’s ability to dynamically create and execute code to deobfuscate specific strings or code sections, while Google Threat Intelligence (GTI) function calling enables it to query GTI for additional context on URLs, IPs, and domains found within malware samples. By incorporating Code Interpreter and GTI function calling, Gemini is better equipped to navigate complex samples by autonomously interpreting hidden elements and contextualizing external references. However, many challenges remain, given the vast diversity of malware and scenarios that exist in the threat landscape. But this advancement represents a significant step toward a more autonomous, adaptive approach in threat intelligence automation.