國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Reflections on artificial intelligen...

Braunschweig, Bertrand.

Reflections on artificial intelligence for humanity

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Reflections on artificial intelligence for humanityedited by Bertrand Braunschweig, Malik Ghallab.
其他作者:	Braunschweig, Bertrand.
出版者:	Cham :Springer International Publishing :2021.
面頁冊數:	xii, 267 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Artificial intelligencePhilosophy.
電子資源:	https://doi.org/10.1007/978-3-030-69128-8
ISBN:	9783030691288$q(electronic bk.)

Reflections on artificial intelligence for humanity
Reflections on artificial intelligence for humanity[electronic resource] /edited by Bertrand Braunschweig, Malik Ghallab. - Cham :Springer International Publishing :2021. - xii, 267 p. :ill., digital ;24 cm. - Lecture notes in computer science,126000302-9743 ;. - Lecture notes in computer science ;4891..

Reflections on AI for Humanity: Introduction -- Trustworthy AI -- Democratising the digital revolution: the role of data governance -- Artificial Intelligence and the Future of Work -- Reflections on Decision-Making and Artificial Intelligence -- AI and Human values: inequalities, biases, fairness, nudge and feedback loops -- Next big challenges in core AI technology -- AI for Humanity: The Global Challenges -- AI and Constitutionalism: the challenges ahead -- Analyzing the Contributions of ethical charters to building the Future of Artificial Intelligence governance -- What does "Ethical by Design" Mean? -- AI for Digital Humanities and Computational Social Sciences -- Augmented Human and Human-Machine Co-Evolution: efficiency and ethics -- Democratizing AI for Humanity: A Common Goal -- A Framework for Global Cooperation on Artificial Intelligence and its Governance.

We already observe the positive effects of AI in almost every field, and foresee its potential to help addressing our sustainable development goals and the urgent challenges for the preservation of the environment. We also perceive the risks related to the safety, security, confidentiality, and fairness of AI systems, the threats to free will of possibly manipulative systems, as well as the impacts of AI on the economy, employment, human rights, equality, diversity, inclusion, and social cohesion need to be better assessed. The development and use of AI must be guided by principles of social cohesion, environmental sustainability, resource sharing, and inclusion. It has to integrate human rights, and social, cultural, and ethical values of democracy. It requires continued education and training as well as continual assessment of effects through social deliberation. The "Reflections on AI for Humanity" proposed in this book develop the following issues and sketch approaches for addressing them: How can we ensure the security requirements of critical applications and the safety and confidentiality of data communication and processing? What techniques and regulations for the validation, certification, and audit of AI tools are needed to develop confidence in AI? How can we identify and overcome biases in algorithms? How do we design systems that respect essential human values, ensuring moral equality and inclusion? What kinds of governance mechanisms are needed for personal data, metadata, and aggregated data at various levels? What are the effects of AI and automation on the transformation and social division of labor? What are the impacts on economic structures? What proactive and accommodation measures will be required? How will people benefit from the decision support systems and personal digital assistants without the risk of manipulation? How do we design transparent and intelligible procedures and ensure that their functions reflect our values and criteria? How can we anticipate failure and restore human control over an AI system when it operates outside its intended scope? How can we devote a substantial part of our research and development resources to the major challenges of our time such as climate, environment, health, and education?

ISBN: 9783030691288$q(electronic bk.)

Standard No.: 10.1007/978-3-030-69128-8doiSubjects--Topical Terms:

274773
Artificial intelligence
--Philosophy.

LC Class. No.: Q334.7 / .R44 2021

Dewey Class. No.: 006.3

Reflections on artificial intelligence for humanity
LDR:04287nmm a2200349 a 4500 001 600227
003 DE-He213
005 20210206060157.0
006 m d
007 cr nn 008maaau
008 211104s2021 sz s 0 eng d
020 $a 9783030691288$q(electronic bk.)
020 $a 9783030691271$q(paper)
024 7 $a 10.1007/978-3-030-69128-8 $2 doi
035 $a 978-3-030-69128-8
040 $a GP $c GP
041 0 $a eng
050 4 $a Q334.7 $b .R44 2021
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a Q334.7 $b .R332 2021
245 0 0 $a Reflections on artificial intelligence for humanity $h [electronic resource] / $c edited by Bertrand Braunschweig, Malik Ghallab.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a xii, 267 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 12600
490 1 $a Lecture notes in artificial intelligence
505 0 $a Reflections on AI for Humanity: Introduction -- Trustworthy AI -- Democratising the digital revolution: the role of data governance -- Artificial Intelligence and the Future of Work -- Reflections on Decision-Making and Artificial Intelligence -- AI and Human values: inequalities, biases, fairness, nudge and feedback loops -- Next big challenges in core AI technology -- AI for Humanity: The Global Challenges -- AI and Constitutionalism: the challenges ahead -- Analyzing the Contributions of ethical charters to building the Future of Artificial Intelligence governance -- What does "Ethical by Design" Mean? -- AI for Digital Humanities and Computational Social Sciences -- Augmented Human and Human-Machine Co-Evolution: efficiency and ethics -- Democratizing AI for Humanity: A Common Goal -- A Framework for Global Cooperation on Artificial Intelligence and its Governance.
520 $a We already observe the positive effects of AI in almost every field, and foresee its potential to help addressing our sustainable development goals and the urgent challenges for the preservation of the environment. We also perceive the risks related to the safety, security, confidentiality, and fairness of AI systems, the threats to free will of possibly manipulative systems, as well as the impacts of AI on the economy, employment, human rights, equality, diversity, inclusion, and social cohesion need to be better assessed. The development and use of AI must be guided by principles of social cohesion, environmental sustainability, resource sharing, and inclusion. It has to integrate human rights, and social, cultural, and ethical values of democracy. It requires continued education and training as well as continual assessment of effects through social deliberation. The "Reflections on AI for Humanity" proposed in this book develop the following issues and sketch approaches for addressing them: How can we ensure the security requirements of critical applications and the safety and confidentiality of data communication and processing? What techniques and regulations for the validation, certification, and audit of AI tools are needed to develop confidence in AI? How can we identify and overcome biases in algorithms? How do we design systems that respect essential human values, ensuring moral equality and inclusion? What kinds of governance mechanisms are needed for personal data, metadata, and aggregated data at various levels? What are the effects of AI and automation on the transformation and social division of labor? What are the impacts on economic structures? What proactive and accommodation measures will be required? How will people benefit from the decision support systems and personal digital assistants without the risk of manipulation? How do we design transparent and intelligible procedures and ensure that their functions reflect our values and criteria? How can we anticipate failure and restore human control over an AI system when it operates outside its intended scope? How can we devote a substantial part of our research and development resources to the major challenges of our time such as climate, environment, health, and education?
650 0 $a Artificial intelligence $x Philosophy. $3 274773
650 1 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Information Systems Applications (incl. Internet) $3 530743
650 2 4 $a Coding and Information Theory. $3 273763
700 1 $a Braunschweig, Bertrand. $3 665851
700 1 $a Ghallab, Malik. $3 353602
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
830 0 $a Lecture notes in artificial intelligence. $3 822012
856 4 0 $u https://doi.org/10.1007/978-3-030-69128-8
950 $a Computer Science (SpringerNature-11645)