AITopics | task and explanation network

Collaborating Authors

task and explanation network

Information about AI from the News, Publications, and Conferences

Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Task and Explanation Network

Sipper, Moshe

arXiv.org Artificial IntelligenceJan-3-2024

Explainability in deep networks has gained increased importance in recent years. We argue herein that an AI must be tasked not just with a task but also with an explanation of why said task was accomplished as such. We present a basic framework--Task and Explanation Network (TENet)--which fully integrates task completion and its explanation. We believe that the field of AI as a whole should insist--quite emphatically--on explainability. With the meteoric rise of AI over the past decade, and in particular deep learning, an issue that has been gaining more and more traction is that of explainability.

explanation, task and explanation network, tenet, (13 more...)

arXiv.org Artificial Intelligence

2401.01732

Country:

North America > United States (0.14)
Europe > Slovenia > Drava > Municipality of Benedikt > Benedikt (0.04)
Asia > Middle East > Israel > Southern District > Beer-Sheva (0.04)

Genre: Research Report (0.40)

Industry: Leisure & Entertainment > Sports > Tennis (0.47)

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (0.37)

Add feedback