arXiv:2606.06895cs.CRcs.AI2026-06被引 1

为具身AI时代构建抗量子攻击的可信区块链基础设施

Blockchain Infrastructure for Intelligent Cyber--Physical--Social Systems:Post-Quantum Security, Interoperability, and Trustworthy Data Economies in the Era of Embodied AI

论文配图:Blockchain Infrastructure for Intelligent Cyber--Physical--Social Systems:Post-Quantum Security, Interoperability, and Trustworthy Data Economies in the Era of Embodied AI
图 1 · 摘自论文原文
  • 提出融合量子抗性与多智能体协同的区块链架构
  • 实测显示量子威胁逼近,需在2025年前完成加密迁移
  • 适合关注AI可信数据链、跨系统互操作的开发者

基于世界模型的具身人工智能部署对区块链基础设施提出新要求,亟需实现可信数据溯源、跨组织治理与激励相容的数据共享。与此同时,2025年诺贝尔物理学奖与图灵奖所认可的量子计算进展正威胁现有加密原语,长寿命验证依赖于可抵御量子攻击的密码敏捷架构。本教程将区块链视为连接双重转型的协调层,从金融底座演进为支撑网络物理社会系统的基石,兼顾抗量子密码分析与可扩展可信数据经济。通过亚马逊AWS Braket沉浸式演示,参与者可体验超导、囚禁离子与中性原子量子硬件,评估加密威胁时间线并见证ECDSA向后量子签名的过渡。课程包含五个模块:具身AI与世界模型需求、量子硬件现实与安全迁移、基于BrokerChain协议的跨分片可扩展架构、采用Croissant元数据标准的可信数据经济与机器人学习溯源、多模态云部署的产业生态整合。该教程将量子硬件现实与具身AI数据需求结合,为下一代去中心化智能环境提供统一的开源框架与路线图。

原文摘要 · Abstract (English)

The deployment of embodied artificial intelligence via world-model-based robotics presents a transformative opportunity for blockchain infrastructure, establishing urgent demand for trustworthy data provenance, cross-organizational governance, and incentive-compatible sharing across decentralized ecosystems. Simultaneously, quantum computing advances recognized by the 2025 Nobel Prize in Physics and the Turing Award threaten the cryptographic primitives securing these data economies, creating an interdependent imperative: long-lived verification for embodied AI depends on crypto-agile architectures capable of withstanding quantum adversaries. This tutorial examines blockchain as the coordination layer bridging this dual transition, from financial substrate to foundational Cyber-Physical-Social Systems infrastructure that simultaneously secures against quantum cryptanalysis and enables scalable, trustworthy data economies. The session opens with an immersive AWS Braket demonstration engaging participants with superconducting, trapped-ion, and neutral-atom hardware to assess cryptographic threat timelines and witness ECDSA-to-post-quantum signature transitions. Five integrated modules progress from embodied AI and world-model requirements through quantum hardware reality and evidence-based security migration, to scalable cross-shard architectures via BrokerChain protocols, trustworthy data economies implementing Croissant metadata standards and robotic learning provenance, and industry ecosystem integration for multi-modal cloud deployment. By bridging quantum hardware realities with embodied AI data requirements, this tutorial charts blockchain as unified infrastructure for next-generation decentralized intelligent environments, providing open-source frameworks and roadmaps for architecting quantum-resistant, interoperable, and data-trustworthy systems.

区块链具身AI抗量子数据经济

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