In last month’s column, I asked readers to send in their “big questions” when it comes to data and AI. This month’s question more than answered that call! It encompasses the enormous areas of trust in AI tools and explainability. How can we know if an AI tool is delivering an ethical result if we have […]
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 […]
The Cool Kids Corner: Current Considerations in Data Ethics
Hello! I’m Mark Horseman, and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. (Read last month’s column here.) This month, we’re talking about data ethics. The technology shift since the global pandemic has given rise to a […]
Top Ethical Issues with AI and Machine Learning
Artificial intelligence (AI) systems possess the ability to autonomously learn and make decisions, mimicking human intelligence in ways that were once considered purely science fiction. However, this remarkable progress raises important questions about the ethical issues associated with using AI and relying on machines to perform tasks that were traditionally reserved for humans. One of the top […]
Ethical Web Data Collection Initiative Introduces Certification Program
According to a new press release, The Ethical Web Data Collection Initiative (EWDCI) has launched a certification program aimed at enhancing transparency and ethical practices in the web data collection industry. This consortium, composed of web data collectors, seeks to foster public trust, promote ethical guidelines, and facilitate informed data extraction decisions for businesses and […]
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 […]
Unlocking Strategic Insights by Leveraging Data Analytics in Product Management
In the dynamic landscape of contemporary business, data analytics in product management has become a pivotal driver of success. Data analytics, the systematic exploration of data sets to glean valuable insights, has revolutionized how companies design, develop, and refine their products. This transformative tool empowers product managers with a nuanced understanding of customer preferences, market trends, […]
The Cool Kids Corner: The Interplay Between Data Governance and AI
Hello! I’m Mark Horseman and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. (Read last month’s column here.) This month, we’re talking about the interplay between Data Governance and artificial intelligence (AI). What do we need […]
Data Ethics: Safeguarding Privacy and Ensuring Responsible Data Practices
The importance of data ethics cannot be emphasized enough in the digital era. With so much data being created, processed, and stored, people and businesses must prioritize privacy and maintain appropriate data practices. Data collection, storage, and use raise ethical concerns that must be addressed to preserve individuals’ rights and sustain public confidence. Below, we […]
ESG: The Sustainable Business Revolution or Just a Passing Fad?
ESG stands for Environmental, Social, and Governance. It is a framework used to evaluate the sustainability and ethical impact of a company’s business practices. Environmental factors refer to a company’s own impact on the environment and the impact of their suppliers, including their carbon footprint, waste management, and resource conservation. Social factors include a company’s […]