Proceedings of the International Workshop on Advances in Deep Learning for Image Analysis and Computer Vision (IWADIC 2025)

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Breakthroughs and Technological Innovations in Homo Sapiens-Based Artificial Intelligence: Development Overview of the Machine Homo Sapiens Field

Authors
Peiliang Yan1, *
1Jiangsu University of Technology, Changzhou, 213000, China
*Corresponding author. Email: lx15862441631@outlook.com
Corresponding Author
Peiliang Yan
Available Online 24 April 2026.
DOI
10.2991/978-94-6239-648-7_22How to use a DOI?
Keywords
Machine Homo Sapiens Field; Artificial Intelligence; Breakthroughs and Technological Innovations
Abstract

This paper examines the impact of breakthroughs and technological innovations in Homo sapiens-based artificial intelligence on the development of the machine Homo sapiens field, aiming to lower the dependency on traditional AI models and enhance autonomous capabilities. The article first introduces key advancements in Homo sapiens AI within the machine Homo sapiens domain, including enhanced perceptual capabilities and improved cognitive and decision-making abilities. These breakthroughs enable machine-based Homo sapiens to perceive their surroundings more accurately and make more informed decisions, thereby reducing reliance on pre-programmed instructions. Subsequently, the article elaborates on how technological innovations drive progress in the field of machine learning, encompassing performance optimization and the continuous expansion of application areas. With ongoing technological advancements, the performance of Homo sapiens has significantly improved, allowing them to play vital roles in a broader range of domains with minimized AI intervention. Finally, the paper explores future trends in the field of Homo sapiens and summarizes the significance of Homo sapiens AI for its development, emphasizing the potential for reduced AI dependency while maintaining high efficiency. This study provides valuable insights into the applications and evolving trends of Homo sapiens AI in the machine Homo sapiens domain, with a focus on achieving greater autonomy.

Copyright
© 2026 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Workshop on Advances in Deep Learning for Image Analysis and Computer Vision (IWADIC 2025)
Series
Advances in Computer Science Research
Publication Date
24 April 2026
ISBN
978-94-6239-648-7
ISSN
2352-538X
DOI
10.2991/978-94-6239-648-7_22How to use a DOI?
Copyright
© 2026 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Peiliang Yan
PY  - 2026
DA  - 2026/04/24
TI  - Breakthroughs and Technological Innovations in Homo Sapiens-Based Artificial Intelligence: Development Overview of the Machine Homo Sapiens Field
BT  - Proceedings of the International Workshop on Advances in Deep Learning for Image Analysis and Computer Vision (IWADIC 2025)
PB  - Atlantis Press
SP  - 196
EP  - 205
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6239-648-7_22
DO  - 10.2991/978-94-6239-648-7_22
ID  - Yan2026
ER  -