AI-assisted malware development has rapidly matured, driven largely by the adoption of models like DeepSeek R1, which lowers the barrier to entry for threat actors. This surge has resulted in a high volume of structurally novel malware, including infostealers, RATs, and ransomware, many of which evade traditional signature-based detection while leaving distinct LLM-generated artifacts in their code.