Uncovering Bias in AI

<p>In this episode of Trailblazing Schools, Trudy explores the biases inherent in AI and large language models, drawing parallels with historical biases in publishing and education. She emphasises the importance of understanding these biases to use AI responsibly and ethically.</p><p></p><p>Trudy discusses the impact of bias on marginalised communities, strategies for recognising and mitigating bias and the importance of diverse training data to reduce bias in AI. Finally, she highlights the role of education in addressing bias and leaves the listener with some practical questions to reflect on.</p><p></p><p>Resources:</p><p></p><p>Find out more about the Trailblazing Schools Partnership here: <a rel="noopener noreferrer nofollow" href="https://www.trudygraham.com.au/trailblazing-schools/" target="_blank">https://www.trudygraham.com.au/trailblazing-schools/</a> </p><p></p><p>Find out more about the Leaders Learning Circle here <a rel="noopener noreferrer nofollow" href="https://www.trudygraham.com.au/leaders-learning-circle/" target="_blank">https://www.trudygraham.com.au/leaders-learning-circle/</a></p><p><br /> Get your copy of AI in Action: Field Notes from School Leaders. It's free, practical, and designed to prompt your own next step. Download today at <a rel="noopener noreferrer nofollow" href="http://trailblazingschools.com/fieldnotes" target="_blank">trailblazingschools.com/fieldnotes</a><br /><br /> If this conversation resonated and you're exploring how to strengthen leadership in your school network or system, visit <a rel="noopener noreferrer nofollow" href="http://trudygraham.com.au/connect" target="_blank">trudygraham.com.au/connect</a>  to explore working together. <br /><br />Credits<br /><br />The Trailblazing Schools Podcast is hosted by Trudy Graham - <a rel="noopener noreferrer nofollow" href="https://www.trudygraham.com.au/" target="_blank">https://www.trudygraham.com.au/</a></p><p><br />This podcast is edited and produced by Ellen Ronalds Keene from PERK Digital - <a rel="noopener noreferrer nofollow" href="https://perkdigital.com.au/" target="_blank">https://perkdigital.com.au/</a></p><p></p><p>The theme music is Dusty Road by Indiebox</p><p></p><p> Trudy Graham acknowledges the traditional custodians of the land on which she lives and is recording today, the Darumbal people, and pay my respect to elders past and present, for they hold a deep and continuing connection to the land, sea, and sky.</p><p></p><p>Chapters</p><p></p><p>00:00 Introduction: Bias in AI and Education</p><p>01:56 Historical Bias in Data and Publishing</p><p>03:55 Representation Bias and Its Consequences</p><p>05:00 Publication Bias and Its Impact on Knowledge</p><p>06:07 Naming AI to Foster Critical Thinking</p><p>07:07 Bias Beyond Representation: What's Not Seen</p><p>08:04 Historical Power and Marginalized Voices</p><p>09:02 The Matilda Effect and Gender Bias</p><p>10:00 Bias in Publishing and Its Legacy</p><p>10:58 Practical Steps to Recognize Bias in AI</p><p>12:09 Encouraging Curiosity and Critical Inquiry</p><p>12:57 Closing Thoughts: The Role of Education and Inquiry</p><p></p><p>AI bias, large language models, representation, historical bias, education, ethical AI, diversity in publishing, bias in training data</p>