Step-by-Step Tutorial: Understanding the Anatomy of AI with Kate Crawford

Introduction:

In this video, Kate Crawford delves into the intricate details of the environmental, social, and ethical implications of artificial intelligence (AI). She sheds light on the unseen aspects of AI, such as resource extraction, labor practices, and societal impacts.

Step 1: Acknowledging Traditional Owners and Introduction

• Kate begins by acknowledging the traditional owners of the land and introducing herself as the speaker for the event.

Step 2: Welcome and Introduction of Guest Speaker

• The event host extends a warm welcome to the audience and introduces Professor Kate Crawford as the guest speaker for the evening.

Step 3: Aunty Maxine's Welcome to Country

• Aunty Maxine offers a heartfelt welcome to the audience, emphasizing the significance of the land and its history, and encourages respect for the land and its people.

Step 4: Introduction to the Wallace Wurth Lecture

• The host introduces the Wallace Wurth Lecture, highlighting the contributions of Sir Robert Menzies to the establishment of UNSW and the importance of honoring public service.

Step 5: Introduction to Kate Crawford's Expertise

• The host introduces Kate Crawford as a distinguished research professor at New York University, emphasizing her expertise in AI, data systems, and social implications.

Step 6: Kate Crawford's Lecture Commencement

• Kate Crawford begins her lecture by reflecting on her journey of researching AI's social implications over the past 15 years and the critical inflection point AI is currently facing.

Step 7: Understanding Artificial Intelligence (AI)

• Kate breaks down AI into three components: technical approaches, social practices, and industrial infrastructures, emphasizing the reliance on data, algorithms, and human decision-making.

Step 8: Environmental Implications of AI

• Kate discusses the environmental impact of AI, highlighting the extraction of rare earth minerals, energy consumption, and electronic waste generated by AI devices.

Step 9: Labor Practices in AI

• Kate explores the labor practices involved in AI development, from low-paid workers in supply chains to remote click workers training AI systems, shedding light on the human labor behind AI's facade of intelligence.

Step 10: Social Implications of AI Classification

• Kate delves into the social implications of AI classification, showcasing the biases and stereotypes embedded in AI systems through examples from image datasets like ImageNet.

Step 11: Call for Regulation and Collective Action

• Kate emphasizes the need for regulation in the tech industry to address ethical concerns and calls for collective action to tackle environmental, social, and ethical challenges posed by AI.

Step 12: Conclusion and Call to Action

• Kate concludes by urging the audience to consider the broader implications of AI, emphasizing the importance of collective action and regulatory measures to shape a more sustainable and ethical future.

By following these steps, you can gain a comprehensive understanding of the anatomy of AI as discussed by Kate Crawford in the video.