From entertainment to online shopping to chatbots, Al systems are exerting influence across many aspects of our lives. The impacts are widespread, shaping our belief systems, our voting decisions, and our well-being. Yet, not all influence is unethical, which leads to this question … How can we ethically assess the influence of AI systems on […]
Data Sips: Interview with Karen Lopez
Data Sips is a new video miniseries presented by Ippon Technologies and DATAVERSITY that showcases quick conversations with industry experts from last month’s Data Governance & Information Quality (DGIQ) Conference in Washington, D.C. The second episode of the series features Karen Lopez, senior project manager and architect at InfoAdvisors, chatting with host Steve MacLauchlan, head […]
Ask a Data Ethicist: What Is the Appropriate Etiquette When Using AI Tools?
Most of us understand how to behave in different social situations and interact with others in ways that are deemed acceptable. Yet, when we bring AI tools into the mix, we create the capacity for friction because the social norms for using these tools are not yet clear. Which raises this question … What is […]
Data Governance Trends in 2025
As organizations enter 2025, it is time to reflect on the significant trends that shaped data governance in 2024 and anticipate what lies ahead. Multiple factors have driven the rapid evolution of data governance frameworks, including advancements in technology, increased regulatory oversight, and shifting business priorities. To continually improve data governance, it is critical to review key […]
The Growing Importance of AI Governance
New technologies often engender fear and foreboding among people outside tech industries. The latest example of this trend is artificial intelligence (AI), which is a topic of much concern and misunderstanding among the public. It’s easy to dismiss these qualms as the common human tendency to mistrust the unknown. However, much of the alarm about AI […]
From Chaos to Clarity: How Metadata Shapes the Future of Data Management
Just as the sun serves as the gravitational center, orchestrating the dance of planets in our cosmic neighborhood, data governance stands as the cornerstone in the vast realm of data management. Without a doubt, it’s the gravitational force that holds everything together. Let’s dive deeper into this analogy. Imagine for a moment that our solar […]
Ask a Data Ethicist: What Happens to Your Data When a Company Goes Bankrupt?
The recent meltdown of 23andme and what might become of their DNA database got me thinking about this question: What happens to your data when a company goes bankrupt? To say the past year has been a tough one for 23andme is an understatement. This latest turn of events, which involves infighting between management and […]
Ask a Data Ethicist: What Should Be the Limits of Biometric Data Collection in the Workplace?
There’s a movement underway to capture an increasing amount of data about employees – from facial recognition or fingerprint systems used for tracking time and attendance, to systems that monitor your every keystroke. All of these invasive data collection technologies raise this question: What should be the limits of biometric data collection in the workplace? […]
A Brief History of Data Ethics
In this digital age, where data is an increasingly integral asset for every organization, the ethical implications surrounding data collection, storage, and usage have become prominent. The evolution and history of data ethics is a complex journey that connects technological advancements with societal values and legal frameworks. Understanding this evolution requires examining key historical milestones and the […]
Data Ethics: New Frontiers in Data Governance
Would you feel comfortable serving as a Data Governance consultant for an organized crime family … but not for a brokerage with tax fraud in its past? Could the use of ransomware be considered socially acceptable if its demands benefitted needy children? These hypotheticals might sound outrageous – indeed, they are meant to be provocative – but […]