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Dec 9 2024
Ask a Data Ethicist: How Can You Learn More About Data and AI Ethics?


It was about this time last year that I pitched the team at DATAVERSITY the idea of this monthly column on data ethics. There’s certainly been no shortage of interesting questions to cover and I’ve enjoyed writing about both the practical and more philosophical aspects of this topic. As we wrap up this year and […]

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Author: Katrina Ingram

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Jul 8 2024
Ask a Data Ethicist: When Is It OK to Use “Fake” Data?


It’s easier than ever to use AI-generated images or text and to create synthetic data for use in research. A recent high-profile story got me thinking more about this question: When is it OK to use “fake” data? Before we dive into this, I’m putting “fake” in quotes because I’m taking a wide perspective on […]

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Author: Katrina Ingram

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Jun 4 2024
Revolutionizing Healthcare Through Responsible AI Integration


In late 2023, significant attention was given to building artificial intelligence (AI) algorithms to predict post-surgery complications, surgical risk models, and recovery pathways for patients with surgical needs. This naturally elevated the appropriate debate of whether using AI in this manner would result in hospitals and providers prioritizing revenue from automation over excellence in patient […]

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Author: Archie Mayani

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May 13 2024
Ask a Data Ethicist: What Happens When Language Becomes Data?


At a recent presentation for a local post-secondary institution, I fielded a number of questions related to the use of language, primarily English language texts, as training data for generative AI. There were questions around cultural impacts and related ethical concerns. These queries were more nuanced than the usual ones I get around copyright or […]

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Author: Katrina Ingram

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May 3 2024
Now Is the Time for Executives to Deploy Ethical Rules Around AI


For better or worse, AI is causing disruption in almost every field imaginable. Corporations around the world are embracing its possibilities to make work more efficient. The success of ChatGPT and other generative AI tools has also caught the attention of nearly every industry in an effort to meet profitability, efficiency, and sustainability goals. Money […]

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Author: Usman Shuja

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Apr 26 2024
Human-AI Collaboration: How AI Can Enhance Human Capabilities and Ethical Considerations


Artificial intelligence is here to change the world, and it is up to us to embrace this technology and use it responsibly to reap its full potential. Although critics have expressed some valid concerns about the potential harm that AI technology could bring about, fostering an AI-human collaboration can allow us to use this powerful […]

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Author: Ed Watal

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Mar 11 2024
Ask a Data Ethicist: What Data Is OK to Use to Prompt ChatGPT?


Millions of people are using ChatGPT on a regular basis to assist them in both personal and professional capacities. This month’s question centers on the data used to prompt ChatGPT.  Our reader, who shared that they are an ESL speaker, would like to know if it’s ethical to have ChatGPT create summaries of information (specifically, […]

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Author: Katrina Ingram

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Jan 16 2024
The Promise and Potential of Human-Like Generative AI Chatbots


They’ve passed SATs, graduate records exams, and medical licensing exams, and programmers have used them to solve obscure coding challenges in seconds. Undoubtedly, generative AI chatbots’ capabilities are astounding, but this doesn’t mean they get it right every time.  Despite their success in providing contextually relevant and, for the most part, accurate answers, can generative […]

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Author: Nate MacLeitch

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Jan 15 2024
Ask a Data Ethicist: Why Does Data Ethics Matter?


Whenever I give a talk, I always share how much I love Q&A. It’s a real joy to hear what people are curious about and provide resources or share insightful lived experiences as a consultant in the data ethics space. In this line of work, it’s usually not about having tidy, easy answers or the […]

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Author: Katrina Ingram

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Dec 22 2023
Generative AI Trends for 2024


It sometimes seems like generative AI (GenAI) is sweeping the business world. Not so. We remain in the hype cycle, with forward-thinking organizations refraining from full-blown rollouts for the foreseeable future. Caution is important; organizations that rapidly deploy generative AI integrations have already faced blowback in the form of lawsuits and investor scrutiny. To avoid […]

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Author: Brett Hansen

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Dec 15 2023
Responsible-First AI Governance: Addressing Ethical Concerns for Scalable Adoption


The world of artificial intelligence (AI) is evolving rapidly, bringing both immense potential and ethical challenges to the forefront. In this context, it is essential to remember that intelligence, when misused, can be graver than not having it at all. As AI technologies scale and become increasingly influential in various sectors, responsible governance becomes paramount […]

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Author: Rajsekhar Datta Roy

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Dec 7 2023
8 AI Technology and Trends That Are Steering Business Innovation


Welcome aboard the AI revolution – a transformative journey that’s redefining the business landscape. Whether you’re a seasoned entrepreneur or a startup visionary, understanding the AI trends that are steering this change is your ticket to future success. So, fasten your seatbelts; let’s focus on the AI innovations that are not just trends but necessities. […]

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Author: Chirag Leuva

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Dec 6 2023
Data Is Risky Business: Turning Abstract Ethics into Practical Practices
This quarter’s column draws on my keynote for DAMA Calgary’s contribution to DAMA Days Canada last month, which in turn drew on some of the content in the second edition of the “Data Ethics” book I wrote with my colleague Katherine O’Keefe (particularly, Chapter 3 and Chapter 11). My keynote looked at the thorny question […]


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Author: Daragh O Brien

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Sep 25 2023
Five Trends Shaping Enterprise Data Labeling for LLM Development


In an era where large language models (LLMs) are redefining AI digital interactions, the criticality of accurate, high-quality, and pertinent data labeling emerges as paramount. That means data labelers and the vendors overseeing them must seamlessly blend data quality with human expertise and ethical work practices. Crafting data repositories for LLMs requires diverse and domain-specific […]

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Author: Matthew McMullen

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Aug 28 2023
How Reducing Bias in AI Models Boosts Success


Artificial intelligence (AI) has the potential to revolutionize industries and improve decision-making processes, but it is not without challenges. One challenge is how to address the issue of bias in AI models to ensure fairness, equity, and satisfying outcomes. AI bias can arise from various sources, including training data, algorithm design, and human influence during […]

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Author: Mohan Krishna Mangamuri

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Jul 12 2023
AI Regulation Must Focus on Building Public Trust


Mere months after generative AI captured the world’s attention, leaders like OpenAI’s Sam Altman and Google’s Sundar Pichai testified before Congress with a simple message: Prioritize AI regulation before the technology gets out of hand. The message surprised many – especially coming from the leaders who unveiled the revolutionary tools themselves – but it has become […]

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Author: CF Su

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Jun 8 2023
Mitigate Real Risks: Create Ethical, Responsible AI


AI is everywhere, and it is growing. In a 2022 edition of an annual global AI survey, a leading consulting firm found that adoption among enterprises had more than doubled in five years, with about 50% of respondents using it in at least one business unit or function. Thirty-two percent of enterprises reported cost savings […]

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Author: Bali D.R.

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