Machine learning and data science are transforming decision-making in safety-critical domains such as aerospace, automotive, health care, and industry manufacturing. Though these technological advances have many advantages, they do present issues with transparency and reliability. This is where human-centered machine learning plays a crucial role.
ethics
Navigating Challenges, Embracing AI, and Shaping the Future
ASA President Ji-Hyun Lee addresses the real challenges affecting ASA members today.
New Member Spotlight: Vera Dureke
This month, we spotlight new member Vera Dureke, whose dream is to be a research scientist focused on data ethics.
Interest Group Formed on Statistics in New Approach Methods
A new interest group called Statistics in New Approach Methods has been established on the ASA Community.
JSM 2024 a Data for Good Treasure Trove
In just a few weeks, thousands of statisticians and data scientists will gather in Portland, Oregon, for the Joint Statistical Meetings. David Corliss shares ways to connect with new collaborators and get ideas for D4G projects.
Thanks for and Gratitude to the ASA Community
ASA President Dionne Price highlights a few items she is grateful for and says thank you to our amazing professional community.
Workshop Focuses on Role of Statistics in LLM Era
The Columbia University Department of Statistics, New York City Metro Area Chapter of the ASA, and ASA Section on Text Analysis sponsored a workshop on large language models during which participants had an in-depth conversation about the roles of statistics in an era of LLMs—not only the opportunities for statistical innovations, but also the potential risks.
Ethical AI Groups Spring Up Around the World
This month, David Corliss shares how the Data4Good practitioners are leading the way in developing ethics best practices for artificial intelligence.
Ethical Considerations for Developing and Using Artificial Intelligence in Statistical Practice
Ethical issues in statistical practice in the AI era require continuous attention, reflection, and dialogue among all parties involved. The ASA’s Ethical Guidelines for Statistical Practice and members of the ASA Committee on Professional Ethics are here to help.
Everything You Need to Know About ASA Ethical Guidelines for Statistical Practice
The ASA’s mission—Promoting the Practice and Profession of Statistics—has an important advocacy element in the ASA Ethical Guidelines for Statistical Practice. These guidelines “are intended to help statistical practitioners make decisions ethically.”