Uploaded September 2025 | Updated September 2026, 5 hours ago
(Dr. Arwen Griffioen) AI systems increasingly make life-changing decisions about healthcare, employment, criminal justice, and financial services, but often perpetuate systemic discrimination against marginalized communities. Through real-world examples this talk examines how bias enters AI through biased data, algorithmic design, and deployment feedback loops. Attendees will learn a practical three-phase framework for building anti-oppressive AI systems and leave with concrete tools for identifying bias, implementing fairness metrics, and advocating for ethical AI practices in their organizations.
pretalx.com/pycon-au-2025/talk/ZKJQAP
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - creativecommons.org/licenses/by-nc-sa/4.0
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Sat Sep 13 09:20:00 2025 at Ballroom 3
(Dr. Arwen Griffioen) AI systems increasingly make life-changing decisions about healthcare, employment, criminal justice, and financial services, but often perpetuate systemic discrimination against marginalized communities. Through real-world examples this talk examines how bias enters AI through biased data, algorithmic design, and deployment feedback loops. Attendees will learn a practical three-phase framework for building anti-oppressive AI systems and leave with concrete tools for identifying bias, implementing fairness metrics, and advocating for ethical AI practices in their organizations.
pretalx.com/pycon-au-2025/talk/ZKJQAP
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - creativecommons.org/licenses/by-nc-sa/4.0
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Sat Sep 13 09:20:00 2025 at Ballroom 3
