Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks)

Raj Sharman

doi:10.1007/978-3-031-24094-2_1

Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks)

Raj Sharman

Management Science and Systems

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

4 Scopus citations

Abstract

Artificial Intelligence (AI) technologies contribute tremendously to various areas of life and society. Therefore, we are witnessing massive investments in this area. Grand-view Research has calibrated the global AI market at 93.5 billion dollars as of 2021. Further, according to their report, it is expected to grow at a compound annual growth rate (CAGR) of 38.1% from 2022 to 2030. It is believed that nations that adopt and use AI will have a competitive edge. AI, in some form, will be part of most products and services we use. This manuscript documents some of the challenges, tradeoffs, and remedies concerning BIG DATA in the age of Artificial Intelligence. The paper also provides a brief overview of the maladies that plague the landscape of BIG DATA and some academic literature that provides solutions to the problems in the context of AI. The driving motivation for writing this article is to highlight our responsibility to create algorithms and automated systems that do not harm and are equitable and just. I also hope to create awareness that leads to businesses and software laboratories that focus on testing software and data that alleviates our fear - modeling the work of the US Food and Drug Administration. The tenets echoed in this concord with the Blueprint for an AI Bill of Rights released by the United States (US) White House Office of Science and Technology Policy (OSTP) on October 4, 2022, and the AI Risk Management Framework by the US National Institute of Standards and Technology.

Original language	English
Title of host publication	Big Data Analytics - 10th International Conference, BDA 2022, Proceedings
Editors	Partha Pratim Roy, Arvind Agarwal, Tianrui Li, P. Krishna Reddy, R. Uday Kiran
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	3-15
Number of pages	13
ISBN (Print)	9783031240935
DOIs	https://doi.org/10.1007/978-3-031-24094-2_1
State	Published - 2022
Event	10th International Conference on Big Data Analytics, BDA 2022 - Hyderabad, India Duration: Dec 19 2022 → Dec 22 2022

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13773 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	10th International Conference on Big Data Analytics, BDA 2022
Country/Territory	India
City	Hyderabad
Period	12/19/22 → 12/22/22

Keywords

Artificial intelligence
Autonomous systems
Big data
Bill of rights
Deep leaning
Intelligent systems
Machine learning

Access to Document

10.1007/978-3-031-24094-2_1

Cite this

Sharman, R. (2022). Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks). In P. P. Roy, A. Agarwal, T. Li, P. Krishna Reddy, & R. Uday Kiran (Eds.), Big Data Analytics - 10th International Conference, BDA 2022, Proceedings (pp. 3-15). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13773 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-24094-2_1

Sharman, Raj. / Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks). Big Data Analytics - 10th International Conference, BDA 2022, Proceedings. editor / Partha Pratim Roy ; Arvind Agarwal ; Tianrui Li ; P. Krishna Reddy ; R. Uday Kiran. Springer Science and Business Media Deutschland GmbH, 2022. pp. 3-15 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks)",

abstract = "Artificial Intelligence (AI) technologies contribute tremendously to various areas of life and society. Therefore, we are witnessing massive investments in this area. Grand-view Research has calibrated the global AI market at 93.5 billion dollars as of 2021. Further, according to their report, it is expected to grow at a compound annual growth rate (CAGR) of 38.1\% from 2022 to 2030. It is believed that nations that adopt and use AI will have a competitive edge. AI, in some form, will be part of most products and services we use. This manuscript documents some of the challenges, tradeoffs, and remedies concerning BIG DATA in the age of Artificial Intelligence. The paper also provides a brief overview of the maladies that plague the landscape of BIG DATA and some academic literature that provides solutions to the problems in the context of AI. The driving motivation for writing this article is to highlight our responsibility to create algorithms and automated systems that do not harm and are equitable and just. I also hope to create awareness that leads to businesses and software laboratories that focus on testing software and data that alleviates our fear - modeling the work of the US Food and Drug Administration. The tenets echoed in this concord with the Blueprint for an AI Bill of Rights released by the United States (US) White House Office of Science and Technology Policy (OSTP) on October 4, 2022, and the AI Risk Management Framework by the US National Institute of Standards and Technology.",

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Sharman, R 2022, Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks). in PP Roy, A Agarwal, T Li, P Krishna Reddy & R Uday Kiran (eds), Big Data Analytics - 10th International Conference, BDA 2022, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13773 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 3-15, 10th International Conference on Big Data Analytics, BDA 2022, Hyderabad, India, 12/19/22. https://doi.org/10.1007/978-3-031-24094-2_1

Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks). / Sharman, Raj.
Big Data Analytics - 10th International Conference, BDA 2022, Proceedings. ed. / Partha Pratim Roy; Arvind Agarwal; Tianrui Li; P. Krishna Reddy; R. Uday Kiran. Springer Science and Business Media Deutschland GmbH, 2022. p. 3-15 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 13773 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Sharman R. Data Challenges and Societal Impacts – The Case in Favor of the Blueprint for an AI Bill of Rights (Keynote Remarks). In Roy PP, Agarwal A, Li T, Krishna Reddy P, Uday Kiran R, editors, Big Data Analytics - 10th International Conference, BDA 2022, Proceedings. Springer Science and Business Media Deutschland GmbH. 2022. p. 3-15. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-24094-2_1