近期随著史丹佛大学、Arc 研究所展示 AI 设计病毒基因组的能力，以及 Anthropic 报告警告前沿模型可能被用于协助生物武器开发，矽谷与华盛顿对 AI 制造生化末日的担忧急剧升温，AI 企业高层更呼吁加强法规监管合成 DNA 的制造。

然而许多科学家与生技专家认为此威胁被过度夸大，因为制造生物武器真正的瓶颈在于实体实验室的组装、验证、专业知识与资源，而非单纯的资讯获取；目前不存在完全自动化的实验室，人类研究员与技术人员依然是关键把关者，且生化武器在战术层面也并非高效的攻击手段。

尽管自主超级智慧发动生化战的可能性极低，专家仍提醒需防范恶意行为者借助 AI 降低技术门槛，并呼吁透过立法强制 DNA/RNA 订单审查、健全全球疾病监测系统以及建立多层次生物安全防护，同时不应让末日恐慌掩盖 AI 在疫苗开发与医疗突破上的巨大潜力。

Concerns that artificial intelligence could trigger a biological apocalypse have intensified following demonstrations of viral genome design by researchers and warnings from Anthropic about frontier models potentially aiding bioweapon development, prompting industry leaders to call for stricter oversight of synthetic DNA manufacturing.

Nevertheless, numerous scientists and biotechnology experts argue that the immediate threat is overstated, emphasizing that the primary bottleneck remains the physical acquisition of raw materials, complex wet-lab synthesis, and experimental validation rather than information access, with human oversight in current non-autonomous facilities preventing rogue deployment.

While fully autonomous biowarfare driven by superintelligent AI remains improbable, experts urge vigilance against malicious actors leveraging AI to facilitate bioterrorism, advocating for mandated screening of synthetic gene orders, strengthened global pathogen surveillance, layered biosecurity protocols, and maintaining focus on AI's positive contributions to vaccine development.