Quantum Powered Sensemaking of People and Places

机会：展示一个原型量子计算解决方案，以解决对商业和国家安全都很重要的棘手问题这个机会利用量子计算的潜力来发现人与地之间的相关性，从而为国家安全和商业应用提供自信的决策。基本的一般问题，最大团（MaxClique），是政府和工业界研究最多、最重要的计算复杂问题之一。然而，解决方案仍然难以捉摸;这个问题在经典计算机上仍然难以解决。我们的解决方案展示了四个原型用例，它们结合了联合收割机：1）高质量地理定位和移动的广告技术数据的力量，2）量子计算的优势，3）感知可视化工具。方法：大数据感知，由量子计算提供支持Rigetti UK和Atreides正在合作，为MaxClique数据智能问题提供基于量子的解决方案。Rigetti UK是一家全栈量子计算公司，解决人类最重要和最紧迫的问题。Atreides是一家英国数据智能提供商，通过使其变得简单，诚实和直观，加速世界向应用数据智能的过渡。我们的团队将把Rigetti硬件的强大功能和量子近似优化算法（QAOA）和量子机器学习（QML）的经验应用于Atreides的地理定位和移动的广告技术数据智能平台Caseri的数据，揭示人与地方之间最高度相关的关系，以理解和直观地预测人类行为。我们的方法利用量子计算来解决MaxClique-在地理位置和移动的广告技术数据中，最高度相关的人和地点的派系或群体，以提供回答这些问题的高置信度的感官视觉效果。然后我们将使用QML来查看图的演变，并从中预测未来群体和地点之间的联系。创新和好处：量子计算机以一种根本不同的方式处理信息--同时解决问题而不是顺序解决问题--允许它们在扩展时以前所未有的速度处理计算复杂的问题。量子算法提供分析能力，以减轻决策风险。将这些工具应用于地理定位和移动的广告技术数据，将增强基于活动的智能能力，同时追求量子优势（QA）--量子计算在实际问题上超越经典计算的点。像GPS一样，这种量子分析的数据可视化可用于国防和工业，对商业部门产生强大而深远的影响。用户可以获得精算风险暴露、网络拓扑优化、联系人跟踪和救灾物流方面的有意义的见解，从而扩大了Atreides服务的市场，并为Rigetti的英国量子计算机创造了需求。

The Opportunity: Demonstrate a prototype quantum computing solution to an intractable problem important to both commerce and national securityThis opportunity leverages the potential of quantum computing to discover correlations between people and places that empower confident decision-making for national security and commercial applications. The underlying general problem, maximum clique (MaxClique), is one of the most studied and important computationally complex problems for government and industry. Yet solutions remain elusive; the problem remains intractable on classical computers. Our solution demonstrates four prototype use cases that combine 1) the power of high quality geolocation and mobile ad tech data, with 2) the advantages of quantum computing, and 3) sensemaking visualisation tools.The Approach: Big data sensemaking, powered by quantum computingRigetti UK and Atreides are teaming to deliver a quantum-enabled solution to the MaxClique data intelligence problem. Rigetti UK is a full-stack quantum computing company solving humanity's most important and pressing problems. Atreides is a UK data-intelligence provider accelerating the world's transition to applied data intelligence by making it easy, honest and intuitive. Our team will apply the power of Rigetti's hardware and experience in quantum approximation optimisation algorithms (QAOA) and Quantum Machine Learning (QML) to the data from Atreides' geolocation and mobile ad tech data-intelligence platform, Caseri, to uncover the most highly correlated relationships between people and places to understand and visually predict human behaviour.Our approach leverages quantum computing to solve for MaxClique---the most highly correlated cliques or groups of people and places---in geolocation and mobile ad tech data to provide high-confidence sensemaking visuals that answer these questions. We will then use QML to see the evolution of the graph, and from this predict future links between groups and places.Innovation and Benefits:Quantum computers process information in a fundamentally different way---solving problemssimultaneously instead of sequentially---allowing them, when scaled, to tackle computationallycomplex problems at unprecedented speed. Quantum algorithms offer analysis capabilities to mitigatedecision-making risks. Applying these tools to geolocation and mobile ad tech data will enhanceactivity based intelligence capabilities while pursuing Quantum Advantage (QA)---the point at whichquantum computing outpaces classical computing for practical problems.Like GPS, this quantum-analysed data visualisation is dual-use for defence and industry, offering powerful, far-reaching impact across business sectors. Users gain meaningful insights for actuarial risk exposure, network topology optimization, contact tracing, and disaster relief logistics, expanding the market for Atreides's services and creating demand for Rigetti's UK-based quantum computers.