Showing posts with label Digital Rights. Show all posts
Showing posts with label Digital Rights. Show all posts

Data Governance, Ethics, And Trust.

 



We have a basic understanding of the data we have access to, where we could get it, and what we can do with it once we have it, we need to consider how to prevent it from becoming a liability. 

Data is more and more likely to rank among a company's most valuable assets. 

However, we must never lose sight of the fact that it has two sides to it. 

If you handle it appropriately, it will help you get the necessary insights. 


However, if you don't handle it respectfully, you may easily cut yourself! 

Nearly as many negative effects result from bad data management and planning as there are possible advantages. 

They include things like higher expenses and overhead, a decline in consumer confidence, the development of a negative public image about your firm's ethics or environmental impact, as well as very harsh penalties that might put your company out of business. 

Here we'll examine the critical elements that must be taken into account to make sure your data policy doesn't put you at odds with your clients, the law, or the line between right and wrong. 


We will discuss some of the risks and problems that must be avoided, such as privacy, prejudice, and the effects of AI and technology on the environment. 


  1. Understanding Evolving AI Ethics
  2. The Significance of "Clean" Data And Bias. 
  3. Keeping Data Within The Bounds Of The Law. 
  4. Implementing Effective Data Governance.


Additionally, we'll examine specific circumstances in which failing to act might result in a violation of our moral and ethical duties to society and our clients. 


~ Jai Krishna Ponnappan

Find Jai on Twitter | LinkedIn | Instagram



References And Further Reading


  1. Roff, HM and Moyes, R (2016) Meaningful Human Control, Artificial Intelligence and Autonomous Weapons, Briefing paper prepared for the Informal Meeting of Experts on Lethal Autonomous Weapons Systems, UN Convention on Certain Conventional Weapons, April, article36.org/wp-content/uploads/2016/04/MHC-AI-and-AWS-FINAL.pdf (archived at https://perma.cc/LE7C-TCDV)
  2. Wakefield, J (2018) The man who was fired by a machine, BBC, 21 June, www.bbc.co.uk/news/technology-44561838 (archived at https://perma.cc/KWD2-XPGR)
  3. Kande, M and Sönmez, M (2020) Don’t fear AI. It will lead to long-term job growth, WEF, 26 October, www.weforum.org/agenda/2020/10/dont-fear-ai-it-will-lead-to-long-term-job-growth/ (archived at https://perma.cc/LY4N-NCKM)
  4. The Royal Society (2019) Explainable AI: the basics, November, royalsociety.org/-/media/policy/projects/explainable-ai/AI-and-interpretability-policy-briefing.pdf (archived at https://perma.cc/XXZ9-M27U)
  5. Hao, K (2019) Training a single AI model can emit as much carbon as five cars in their lifetimes, MIT Technology Review, 6 June, www.technologyreview.com/2019/06/06/239031/training-a-single-ai-model-can-emit-as-much-carbon-as-five-cars-in-their-lifetimes/ (archived at https://perma.cc/AYN9-C8X9)
  6. Najibi, A (2020) Racial discrimination in face recognition technology, SITN Harvard University, 24 October, sitn.hms.harvard.edu/flash/2020/racial-discrimination-in-face-recognition-technology/ (archived at https://perma.cc/F8TC-RPHW)
  7. McDonald, H (2019) AI expert calls for end to UK use of ‘racially biased’ algorithms, Guardian, 12 December, www.theguardian.com/technology/2019/dec/12/ai-end-uk-use-racially-biased-algorithms-noel-sharkey (archived at https://perma.cc/WX8L-YEK8)
  8. Dastin, J (2018) Amazon scraps secret AI recruiting tool that showed bias against women, Reuters, 11 October, www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK08G (archived at https://perma.cc/WYS6-R7CC)
  9. Johnson, J (2021) Cyber crime: number of breaches and records exposed 2005–2020, Statista, 3 March, www.statista.com/statistics/273550/data-breaches-recorded-in-the-united-states-by-number-of-breaches-and-records-exposed/ (archived at https://perma.cc/BQ95-2YW2)
  10. Palmer, D (2021) These new vulnerabilities put millions of IoT devices at risk, so patch now, ZDNet, 13 April, www.zdnet.com/article/these-new-vulnerabilities-millions-of-iot-devives-at-risk-so-patch-now/ (archived at https://perma.cc/RM6B-TSL3)


Internet Governance In a Changing World | Ensuring an Open, Fair and Neutral Architecture

         This is a comment in response to a post I read on  TAP: Technology | Academics | Policy ,

The original post read as,


"The Internet's unique characteristics have made it remarkably resistant to traditional tools of state governance. This is both good and bad. Phil Weiser of Silicon Flatirons explains in the paper below. What do you think? "



Here's a link to the paper titled "The Silicon Flatirons Roundtable Series on Entrepreneurship, Innovation, and Public Policy"Internet Governance: The Role of Multistakeholder Organizations by Joe Waz and Phil Weiser*

Ref.http://siliconflatirons.com/documents/publications/report/InternetGovernanceRoleofMSHOrgs.pdf




Response,


       "As an observation among individuals and groups within the broader global community, this is not merely a case of inherent resistance, it is critically essential to have organizations that are presently integral to the net, and that actively participate and engage in diplomacy, society, commerce and the likes, to determine and to have a say when it comes to building consensus, scoping out the cultural aspects of the Internet, its evolving architecture and keeping pace with its exponential development. Such a sentiment among the broader community is what has, despite all opponents and obstacles, helped keep the net open, neutral and truly global to date.
           Skepticism is expected and is natural among those in governments across the world, some individuals in civil society, and in elements of industry, because there are no clear and obvious means by which they can 1)avoid isolation, 2)ensure inclusion/participation and 3) contribute to help make such a flexible governing body truly representative, accountable,and responsible.

P.S ~ Thank You so much for posting this. I am definitely going to dig deeper, research and keep track of their findings.

Best Regards, Jai Krishna Ponnappan :)
"


Suggested Reading (2012 Publication):



"Internet Architecture And Innovation" 
by Barbara van Schewick




Overview

        Today.. following housing bubbles, bank collapses, and high unemployment--the Internet remains the most reliable mechanism for fostering innovation and creating new wealth. The Internet’s remarkable growth has been fueled by innovation. In this path breaking book, Barbara van Schewick argues that this explosion of innovation is not an accident, but a consequence of the Internet’s architecture--a consequence of technical choices regarding the Internet’s inner structure that were made early in its history. The Internet’s original architecture was based on four design principles: modularity, layering, and two versions of the celebrated but often misunderstood end-to-end arguments. But today, the Internet’s architecture is changing in ways that deviate from the Internet’s original design principles, removing the features that have fostered innovation and threatening the Internet’s ability to spur economic growth, to improve democratic discourse, and to provide a decentralized environment for social and cultural interaction in which anyone can participate. If no one intervenes, network providers’ interests will drive networks further away from the original design principles. If the Internet’s value for society is to be preserved, van Schewick argues, policymakers will have to intervene and protect the features that were at the core of the Internet’s success.

About the Author

      Barbara van Schewick is Associate Professor of Law and Helen L. Crocker Faculty Scholar at Stanford Law School, Director of Stanford Law School’s Center for Internet and Society, and Associate Professor (by courtesy) of Electrical Engineering in Stanford University's Department of Electrical Engineering.


Reviews

       “...Internet Architecture and Innovation is an important work: it supplies a key piece of the broadband puzzle in its consideration of broadband transport as a necessary input for other businesses…van Schewick’s fundamental premise rings true: only neutral networks promote competition and innovation.” ars technica


Endorsements

"This is a tour de force on the topic of the end-to-end principle in the design of the Internet." Daniel E. Atkins, W.K. Kellogg Professor of Community Information, Professor of Information and EECS, and Associate Vice-President for Research Cyberinfrastructure, University of Michigan


"This is an important book, one which for the first time ties together the many emerging threads that link the economic, technical, architectural, legal, and social frameworks of the birth and evolution of the Internet." David P. Reed, MIT Media Laboratory


"This isn't a flash in the pan piece. This book will be an evergreen in a wide range of academic and policy contexts more than an introduction to how technology and policy should be analyzed, it is, in my view, the very best example of that analysis." Lawrence Lessig, author of Code and Other Laws of Cyberspace