Muutke küpsiste eelistusi

E-raamat: Reflections on Artificial Intelligence for Humanity

  • Formaat - EPUB+DRM
  • Hind: 80,26 €*
  • * hind on lõplik, st. muud allahindlused enam ei rakendu
  • Lisa ostukorvi
  • Lisa soovinimekirja
  • See e-raamat on mõeldud ainult isiklikuks kasutamiseks. E-raamatuid ei saa tagastada.

DRM piirangud

  • Kopeerimine (copy/paste):

    ei ole lubatud

  • Printimine:

    ei ole lubatud

  • Kasutamine:

    Digitaalõiguste kaitse (DRM)
    Kirjastus on väljastanud selle e-raamatu krüpteeritud kujul, mis tähendab, et selle lugemiseks peate installeerima spetsiaalse tarkvara. Samuti peate looma endale  Adobe ID Rohkem infot siin. E-raamatut saab lugeda 1 kasutaja ning alla laadida kuni 6'de seadmesse (kõik autoriseeritud sama Adobe ID-ga).

    Vajalik tarkvara
    Mobiilsetes seadmetes (telefon või tahvelarvuti) lugemiseks peate installeerima selle tasuta rakenduse: PocketBook Reader (iOS / Android)

    PC või Mac seadmes lugemiseks peate installima Adobe Digital Editionsi (Seeon tasuta rakendus spetsiaalselt e-raamatute lugemiseks. Seda ei tohi segamini ajada Adober Reader'iga, mis tõenäoliselt on juba teie arvutisse installeeritud )

    Seda e-raamatut ei saa lugeda Amazon Kindle's. 

We already observe the positive effects of AI in almost every field, and foresee its potential to help address our sustainable development goals and the urgent challenges for the preservation of the environment. We also perceive that 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 impact 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 its 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 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?


Reflections on AI for Humanity: Introduction
1(12)
Berlrand Braunschweig
Malik Ghallab
Trustworthy AI
13(27)
Raja Chatila
Virginia Dignum
Michael Fisher
Fosca Giannotti
Kalharina Morik
Stuart Russell
Karen Yeung
Democratising the Digital Revolution: The Role of Data Governance
40(13)
Sylvie Delacroix
Joelle Pineau
Jessica Montgomery
Artificial Intelligence and the Future of Work
53(15)
Yuko Harayama
Michela Milano
Richard Baldwin
Celine Antonin
Janine Berg
Anousheh Karvar
Andrew Wyckoff
Reflections on Decision-Making and Artificial Intelligence
68(8)
Rebecca Finlay
Hideaki Takeda
AI & Human Values: Inequalities, Biases, Fairness, Nudge, and Feedback Loops
76(14)
Laurence Devillers
Franqoise Fogelman-Soulie
Ricardo Baeza-Yates
Next Big Challenges in Core AI Technology
90(26)
Andreas Dengel
Oren Etzioni
Nicole Decario
Holger Hoos
Fei-Fei Li
Junichi Tsujii
Paolo Traverso
AI for Humanity: The Global Challenges
116(11)
Jocelyn Maclure
Stuart Russell
AI and Constitutionalism: The Challenges Ahead
127(23)
Carlo Casonato
Analyzing the Contribution of Ethical Charters to Building the Future of Artificial Intelligence Governance
150(21)
Lyse Langlois
Catherine Regis
What Does "Ethical by Design" Mean?
171(20)
Vanessa Nurock
Raja Chatila
Marie-Helene Parizeau
AI for Digital Humanities and Computational Social Sciences
191(12)
Alexandre Gefen
Lea Saint-Raymond
Tommaso Venlurini
Augmented Human and Human-Machine Co-evolution: Efficiency and Ethics
203(25)
Andreas Dengel
Laurence Devillers
Laura Maria Schaal
Democratizing AI for Humanity: A Common Goal
228(9)
Amir Banifatemi
Nicolas Miailhe
R. Buse Cetin
Alexandre Cadain
Yolanda Lannquist
Cyrus Hodes
A Framework for Global Cooperation on Artificial Intelligence and Its Governance
237(30)
Pekka Ala-Pietila
Nathalie A. Smuha
Author Index 267