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- What Is Human-Centered AI (HCAI)? — updated 2025
Human-centered AI (HCAI) refers to the development of artificial intelligence (AI) technologies that prioritize human needs, values, and capabilities at the core of their design and operation This approach ensures teams create AI systems that enhance human abilities and well-being rather than replacing or diminishing human roles
- What is human-centered AI? - IBM Research
Human-Centered AI is an emerging discipline intent on creating AI systems that amplify and augment rather than displace human abilities HCAI seeks to preserve human control in a way that ensures artificial intelligence meets our needs while also operating transparently, delivering equitable outcomes, and respecting privacy
- Human-Centered AI - IBM Research
Human-Centered AI AI systems are proliferating in everyday life, and it’s imperative to understand those systems from a human perspective We design and investigate new forms of human-AI interactions and experiences that enhance and extend human capabilities for the good of our products, clients, and society at large Overview
- What is Human-AI Interaction (HAX)? | IxDF - The Interaction Design . . .
Human-AI interaction is an interdisciplinary field that draws from various disciplines, such as computer science, psychology, sociology, design, and ethics Human-AI interaction researchers and practitioners use multiple methods and tools, such as user research, prototyping, testing, and evaluation, to create and improve human-centered AI systems
- Artificial Intelligence - IBM Research
IBM Research is designing powerful new ways to support the future of business, with open-source tools to prepare, secure, and use data, along with best-in-class multimodal models, and technology that redefines how we interact with AI systems Generative computing is how we move beyond AI prompting to AI programming
- From human-human collaboration to Human-AI collaboration: Designing AI . . .
Most of human activities today are done collaboratively, thus, to integrate AI into the already-complicated human workflow, it is critical to bring the Computer-Supported Cooperative Work (CSCW) perspective into the root of the algorithmic research and plan for a Human-AI Collaboration future of work
- What is Artificial Intelligence (AI)? | IxDF - The Interaction Design . . .
Generative AI often employs deep learning and neural networks to learn patterns from large datasets to generate novel outputs Outputs are created in response to AI prompts Effective prompts, or prompt engineering, are an essential part of human-ai interaction ChatGPT, a generative language model by OpenAI, was released in 2022
- What Is General AI? | IxDF - The Interaction Design Foundation
Design for Human AI Interaction If and when General AI becomes a reality, designers will need to explore ways to facilitate seamless collaboration between humans and AI entities This involves how to design intuitive interfaces, establish clear communication channels, and ensure that AI systems augment human capabilities rather than replace them
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