Regulatory review of advanced nuclear reactor designs routinely spans more than three years and consumes hundreds of millions of dollars in combined regulator and applicant labor. We present the Regulatory Context Protocol (RCP), an Agent-to-Agent communication standard that replaces the formal human-to-human pipeline between regulators and applicants with a structured, auditable agentic channel, while preserving human oversight at safety-significant decision points. The protocol is calibrated against an analysis of 1,236 documents from U.S. Nuclear Regulatory Commission advanced reactor dockets and demonstrated with a working multi-agent pilot. Against an 89M USD, 42-month Reconstructed Baseline, RCP cuts costs by 50-77 percent (21M-44M USD) and timelines by 65 percent (15 months). Without a shared protocol, Standalone Agents reach only 54M-74M USD and 21 months. The residual cost-and-time gap is structural, not algorithmic: it traces to the inter-organizational pipeline that only an agent-to-agent standard can compress. The same bottleneck - formal multi-party review under strict auditability requirements - characterizes pharmaceutical approvals, environmental permitting, financial supervision, and aviation certification. The US regulatory paperwork burden carries a 426.5 billion USD annual opportunity cost; replicated broadly, the projected 50-77 percent reduction implies savings on the order of 210-330 billion USD per year - approaching 1 percent of US GDP.
翻译:先进核反应堆设计的监管审查通常耗时超过三年,并消耗监管方与申请方合计数亿美元的人力成本。我们提出监管环境协议(RCP),这是一种代理间(Agent-to-Agent)通信标准,用结构化、可审计的代理渠道取代监管方与申请方之间传统的人对人(Human-to-Human)信息传递流程,同时在安全关键决策点保留人类监督。该协议基于对美国核管理委员会先进反应堆案卷中1,236份文档的分析进行校准,并通过一个运行中的多代理原型系统进行验证。相较于8,900万美元、42个月的重建基线,RCP将成本降低50-77%(2,100万-4,400万美元),时间周期缩短65%(15个月)。若无共享协议,独立代理系统仅能达到5,400万-7,400万美元的成本和21个月的时间。剩余的成本与时间差距是结构性而非算法性的:其根源在于组织间信息传递流程,而这种流程只有代理间标准才能压缩。同样的监管瓶颈——严格可审计要求下的正式多方审查——在药品审批、环境许可、金融监管和航空认证中普遍存在。美国监管文书工作负担每年带来4,265亿美元的机会成本;若该协议广泛推广,预计50-77%的成本削减意味着每年约2,100亿-3,300亿美元的节省——接近美国GDP的1%。