凯捷：2025机器精度与人类直觉的融合：人机理解新纪元研究报告（英文版）（21页）.pdf

1、When machine precision meets human intuition:a new era in human-machine understandingThe emergence of the humanmachine understanding(HMU)domain marks a significant step forward in the evolution of artificial intelligence.It shifts the focus from generating outputs to interpreting tone and context,en

2、abling AI systems to comprehend human behavior,mental states,and intent in real time.As interfaces grow more intelligent and humanlike,both in the digital and physical space,it is key to design systems that understand,adapt,anticipate and connect with users.This point of view introduces a practical

3、framework to operationalize that shift across three areas:Sense,Understand and Support.It outlines how organizations can design AI systems that adapt not only to what people say or do,but also to how they feel,what they mean and what they need in the moment.The result is more intelligent,empathetic,

4、and responsive interactions between AI and humans in any role be they leaders,workers or consumers.The launch of the Capgemini AI Robotics&Experiences Lab,alongside our established capability at Cambridge Consultants,reinforces this ambition.It provides a global platform to design,build and scale em

5、bodied AI systems,ranging from humanoid and polyfunctional robots to digital humans,that augment people through real-world and humanized collaboration.Human-machine understanding capabilities will define the next wave of digital experience.Whether easing frustration,shifting pace,or responding with

6、empathy,these systems will support users in ways that feel natural and intuitive.For businesses,it represents both a competitive advantage and a foundation for responsible,human-centered innovation.2 I Adaptive by design:Where human intuition meets machine precisionEditorialAlexandre Embry Kary Bhee