用量子随机性为AI社交平台生成唯一身份签名，实现真实世界部署。
QSignAI: Quantum-Randomness-Seeded Identity Signatures at the Intersection of AI for Science and Science for AI
- 通过双源提取器融合量子模拟器的哈达玛测量与贝尔态，生成唯一签名。
- 系统在实时活动中的延迟可接受，已成功投入生产环境。
- 适合关注量子-人工智能交叉应用的研究者与开发者。
2024-2025年诺贝尔奖与图灵奖同时表彰了人工智能与量子科学。然而，尚未有公开系统将二者结合。本文提出QSignAI，一个已投入生产的实时事件参与平台，展示人工智能与量子科学之间的双向互动。研究解决三个问题：基于双源提取器的量子随机生成能否嵌入AI驱动的社交平台且延迟可接受；AI机器人能否让普通用户感知量子现象；该系统是否具备实际可行性。对话机器人将每位参与者首条消息经由量子管道处理，包含对SV1与DM1模拟器的独立单量子比特哈达玛测量，以及2量子比特贝尔态，生成唯一量子随机种子的身份签名。前两个问题通过系统架构与现场部署的定性证据回答；第三个问题由成功生产部署证实。当前部署使用云量子模拟器，近期内将扩展至物理量子处理器。可量化的基准指标列为未来重点任务。
原文摘要 · Abstract (English)
The 2024-2025 Nobel and Turing awards recognised AI and quantum science simultaneously. Yet no deployed system has brought these streams together for the public. This paper presents QSignAI, a production-deployed platform demonstrating a bidirectional AI-quantum relationship in a real-time event participation system. We address three questions: can quantum-randomness generation via a two-source extractor be embedded in an AI-driven social platform with acceptable latency; can an AI bot make quantum phenomena perceptually legible to general audiences; and does the combined system work in practice? A conversational bot routes each participant's first message through a quantum pipeline comprising a Toeplitz two-source extractor over independent single-qubit Hadamard measurements on SV1 and DM1 simulators, plus a 2-qubit Bell state, producing a unique quantum-randomness-seeded identity signature per participant. The first two questions are answered through system architecture and qualitative deployment evidence from live events; the third through successful production deployment. The current deployment uses cloud quantum simulators; physical QPU randomness is the near-term extension. Measurable benchmarks are identified as priority future work.
Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品；中文卡片由大模型生成，请以原文为准。