"Seven Informative Speeches Focused on Moral and Ethical Considerations in Data Science"
The Australian Data Science Network (ADSN) recently organised and facilitated a series of Ethics Workshops that brought together Australian experts to discuss various topics related to data science ethics. While there isn't a direct listing specifically titled "Australian Data Science Network Ethics Workshops" in the search results, related events in 2025 emphasise ethics, responsible AI, and data governance, which are likely relevant.
The workshops covered key topics such as developing ethical frameworks for AI implementation, responsible AI deployment, ethical engagement in data projects, building unified data access while respecting privacy and regulatory compliance, and fostering a culture of responsible innovation. These discussions were led by experts from policy, governance, financial services, and insurance industries, including Ed Santow, Michelle Pinheiro, and Sonya Crosby.
The workshops featured lightning talks, with video recordings available for each presentation. Notable talks included Michael Evans' discussion on the role of policy in data ethics, Yves Saint James Aquino's exploration of narrow vs broad understandings of algorithmic bias among stakeholders in healthcare AI, and Catarina Pinto Moreira's presentation on human-centric XAI using eye tracking in chest X-rays.
Ben Hutchinson, a senior engineer in Google Research based in Sydney, spoke about practices for evaluating machine learning models that are largely developed within academic research and rest on a number of assumptions that lead to concerning gaps when applied to real-world applications. On the other hand, Lauren Oakden-Rayner, the Director of Research for Medical Imaging at Royal Adelaide Hospital, discussed the false hope of current approaches to explainable artificial intelligence in health care.
The workshops also included talks on Indigenous-led AI, a topic addressed by Cathy Robinson, a principal research scientist at CSIRO who spoke about centering Indigenous data sovereignty and Indigenous co-design in addressing complex ecological and conservation issues.
Each talk in Video #2, which focused on Healthcare AI, Human-Centric XAI, and Data Ethics Policy, lasted approximately 5 minutes. The talks in Video #1, which covered topics such as Explainability in Medicine, Critical Gaps in ML Evaluation Practice, Indigenous-Led AI, and Near-Termism and AI Value Alignment, were not included in Video #2.
For those interested in more in-depth workshops and presentations on these topics by leading Australian experts, events like the Future of Financial Services: Data and AI conference in Sydney may be worth considering. The Australian ethics training ecosystem may also include workshops on ethical data science in low-resource environments and strategies for local tech development.
For specific details about upcoming ADSN events, checking their direct communications or website may provide the exact program and speaker list. The above reflects the typical scope and expert contributions relevant to ethics workshops in Australian data science contexts in 2025.
- The Australian Data Science Network (ADSN) workshops discussed the development of ethical frameworks for AI implementation and responsible AI deployment.
- Experts frompolicy, governance, financial services, and insurance industries, such as Ed Santow, Michelle Pinheiro, and Sonya Crosby, led the discussions on data science ethics.
- The workshops showcased presentations on topics such as the role of policy in data ethics, narrow vs broad understandings of algorithmic bias, human-centric XAI, and Indigenous-led AI.
- A senior engineer in Google Research, Ben Hutchinson, spoke about evaluating machine learning models, highlighting gaps between academic research and real-world applications.
- For those seeking in-depth workshops and presentations on data ethics, they may consider events like the Future of Financial Services: Data and AI conference in Sydney.
- To find more about upcoming ADSN events, one can check their direct communications or website for the exact program and speaker list.
