Human-AI collaboration
Human-AI collaboration is a working arrangement in which people and artificial-intelligence systems combine complementary capabilities to accomplish tasks or make decisions.
The Art of AI Product Development
Human-AI collaboration is a working arrangement in which people and AI systems contribute complementary capabilities to accomplish tasks or make decisions.
- How it is used
- Uses complementary human and AI strengths to improve work rather than simply replace human tasks.
- How deep it goes
- Explains task allocation and automation choices through examples, while deferring detailed task decomposition and collaborative interface design.
- Examples
- Illustrates shared work with AI-assisted drafting, feedback analysis for product design, and Miro’s creative tools.
- What you can do after
- Evaluate/understand it by assigning tasks according to human and AI strengths and selecting an appropriate degree of automation.
Read how The Art of AI Product Development explains human-AI collaboration →
Introduction to Generative AI, Second Edition
Human–AI collaboration is a pattern in which people and artificial-intelligence systems combine their complementary abilities to produce an outcome.
- How it is used
- Deploys AI to offload repetitive work, accelerate creative production, assist coding, and support learning while retaining human oversight.
- How deep it goes
- Explains complementary strengths and limitations through examples, but stops short of implementation details or operational procedures.
- Examples
- Uses advertising concepts, AI-generated posters, coding assistance, administrative tasks, and educational work as examples.
- What you can do after
- Apply human–AI collaboration by combining rapid machine generation with human direction, evaluation, and revision.
Read how Introduction to Generative AI, Second Edition explains human-AI collaboration →
Related concepts
- augmented intelligenceused by · Augmented intelligence is the use of computational systems to extend human capabilities while supporting rather than replacing human expertise or judgment.
These guides are generated from the text of Manning books by Manning's knowledge graph and link to the sections they draw on. The full books are available on liveBook and at manning.com.