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|a Global Forum for Artificial Intelligence for Humanity
|d (2019 :
|c Paris, France)
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1 |
0 |
|a Reflections on artificial intelligence for humanity
|c Bertrand Braunschweig, Malik Ghallab (eds.)
|
| 264 |
|
1 |
|a Cham, Switzerland
|b Springer
|c [2021]
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| 300 |
|
|
|a xii, 265 pages :
|b illustrations (black and white) ;
|c 24 cm.
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|a Lecture notes in computer science. Lecture notes in artificial intelligence. State-of-the-art survey
|x 0302-9743 ;
|v 12600
|
| 500 |
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|a "ISSN 1611-3349 (electronic)"--Title page verso.
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|a Based on proceedings of the Global Forum for Artificial Intelligence for Humanity, 28-30 October 2019, Paris--Page ix.
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|
|a Includes bibliographical references and index.
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0 |
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|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?
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|a Also available online.
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|a Current copyright fee: GBP19.00
|c 42\0
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|a Artificial intelligence
|v Congresses.
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| 650 |
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|a Artificial intelligence
|x Social aspects
|x Congresses.
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| 650 |
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0 |
|a Application software
|v Congresses.
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| 650 |
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0 |
|a Coding theory
|v Congresses.
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| 650 |
|
0 |
|a Information theory
|v Congresses.
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1 |
4 |
|a Artificial Intelligence.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I21000
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|0 https://scigraph.springernature.com/ontologies/product-market-codes/I18040
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|a Coding and Information Theory.
|0 https://scigraph.springernature.com/ontologies/product-market-codes/I15041
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|a Braunschweig, Bertrand
|e editor.
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|a Ghallab, Malik
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|a Lecture notes in computer science ;
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Local Holdings |
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Braunschweig, Bertrand, Ghallab, Malik |
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edt, edt |
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Global Forum for Artificial Intelligence for Humanity (2019 : Paris, France) |
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Braunschweig, Bertrand, Ghallab, Malik, Global Forum for Artificial Intelligence for Humanity (2019 : Paris, France) |
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sid-181-col-blfidbbi |
| contents |
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? |
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(OCoLC)1231958387 |
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006.3 |
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000 - Computer science, information & general works |
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006 - Special computer methods |
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006.3 |
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006.3 |
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16.3 |
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000 - Computer science, knowledge & systems |
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Informatik, Allgemeine Naturwissenschaft |
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science-computerscience |
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"ISSN 1611-3349 (electronic)"--Title page verso., Based on proceedings of the Global Forum for Artificial Intelligence for Humanity, 28-30 October 2019, Paris--Page ix. |
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xii, 265 pages; illustrations (black and white); 24 cm |
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Lecture notes in computer science. Lecture notes in artificial intelligence. State-of-the-art survey ; 12600 |
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181 |
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Global Forum for Artificial Intelligence for Humanity (2019 : Paris, France), Reflections on artificial intelligence for humanity Bertrand Braunschweig, Malik Ghallab (eds.), Cham, Switzerland Springer [2021], xii, 265 pages : illustrations (black and white) ; 24 cm., text txt rdacontent, unmediated n rdamedia, volume nc rdacarrier, Lecture notes in computer science. Lecture notes in artificial intelligence. State-of-the-art survey 0302-9743 ; 12600, "ISSN 1611-3349 (electronic)"--Title page verso., Based on proceedings of the Global Forum for Artificial Intelligence for Humanity, 28-30 October 2019, Paris--Page ix., Includes bibliographical references and index., 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?, Also available online., Current copyright fee: GBP19.00 42\0 Uk, Artificial intelligence Congresses., Artificial intelligence Social aspects Congresses., Application software Congresses., Coding theory Congresses., Information theory Congresses., Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000, Information Systems Applications (incl. Internet) https://scigraph.springernature.com/ontologies/product-market-codes/I18040, Coding and Information Theory. https://scigraph.springernature.com/ontologies/product-market-codes/I15041, Braunschweig, Bertrand editor., Ghallab, Malik editor., LNCS sublibrary. SL 7, Artificial intelligence., Lecture notes in computer science ; 12600., Lecture notes in computer science. Lecture notes in artificial intelligence., 1850-9999 http://link.springer.com/ BLDSS |
| spellingShingle |
Reflections on artificial intelligence for humanity, LNCS sublibrary, SL 7, Lecture notes in computer science, 12600, Lecture notes in computer science, 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?, Artificial intelligence Congresses., Artificial intelligence Social aspects Congresses., Application software Congresses., Coding theory Congresses., Information theory Congresses., Artificial Intelligence., Information Systems Applications (incl. Internet), Coding and Information Theory. |
| title |
Reflections on artificial intelligence for humanity |
| title_auth |
Reflections on artificial intelligence for humanity |
| title_full |
Reflections on artificial intelligence for humanity Bertrand Braunschweig, Malik Ghallab (eds.) |
| title_fullStr |
Reflections on artificial intelligence for humanity Bertrand Braunschweig, Malik Ghallab (eds.) |
| title_full_unstemmed |
Reflections on artificial intelligence for humanity Bertrand Braunschweig, Malik Ghallab (eds.) |
| title_in_hierarchy |
Reflections on artificial intelligence for humanity ([2021]), 12600.. Reflections on artificial intelligence for humanity ([2021]), Reflections on artificial intelligence for humanity ([2021]) |
| title_short |
Reflections on artificial intelligence for humanity |
| title_sort |
reflections on artificial intelligence for humanity |
| topic |
Artificial intelligence Congresses., Artificial intelligence Social aspects Congresses., Application software Congresses., Coding theory Congresses., Information theory Congresses., Artificial Intelligence., Information Systems Applications (incl. Internet), Coding and Information Theory. |
| topic_facet |
Artificial intelligence, Application software, Coding theory, Information theory, Artificial Intelligence., Information Systems Applications (incl. Internet), Coding and Information Theory., Social aspects, Congresses. |