How Long to Read Explainable Human-AI Interaction

How Long Does it Take to Read Explainable Human-AI Interaction?

It takes the average reader 3 hours and 6 minutes to read Explainable Human-AI Interaction by Sarath Sreedharan

Assuming a reading speed of 250 words per minute. Learn more

Description

From its inception, artificial intelligence (AI) has had a rather ambivalent relationship with humans—swinging between their augmentation and replacement. Now, as AI technologies enter our everyday lives at an ever-increasing pace, there is a greater need for AI systems to work synergistically with humans. One critical requirement for such synergistic human‒AI interaction is that the AI systems' behavior be explainable to the humans in the loop. To do this effectively, AI agents need to go beyond planning with their own models of the world, and take into account the mental model of the human in the loop. At a minimum, AI agents need approximations of the human's task and goal models, as well as the human's model of the AI agent's task and goal models. The former will guide the agent to anticipate and manage the needs, desires and attention of the humans in the loop, and the latter allow it to act in ways that are interpretable to humans (by conforming to their mental models of it), and be ready to provide customized explanations when needed. The authors draw from several years of research in their lab to discuss how an AI agent can use these mental models to either conform to human expectations or change those expectations through explanatory communication. While the focus of the book is on cooperative scenarios, it also covers how the same mental models can be used for obfuscation and deception. The book also describes several real-world application systems for collaborative decision-making that are based on the framework and techniques developed here. Although primarily driven by the authors' own research in these areas, every chapter will provide ample connections to relevant research from the wider literature. The technical topics covered in the book are self-contained and are accessible to readers with a basic background in AI.

How long is Explainable Human-AI Interaction?

Explainable Human-AI Interaction by Sarath Sreedharan is 184 pages long, and a total of 46,736 words.

This makes it 62% the length of the average book. It also has 57% more words than the average book.

How Long Does it Take to Read Explainable Human-AI Interaction Aloud?

The average oral reading speed is 183 words per minute. This means it takes 4 hours and 15 minutes to read Explainable Human-AI Interaction aloud.

What Reading Level is Explainable Human-AI Interaction?

Explainable Human-AI Interaction is suitable for students ages 10 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Explainable Human-AI Interaction?

Explainable Human-AI Interaction by Sarath Sreedharan is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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