The Deepfake Arms Race: Computer Scientist on Detecting Deception and Building Trust in AI - Ilke Demir

How do you spot an AI-generated fake when your eyes can no longer tell the difference? Dr. Ilke Demir, a pioneering computer scientist who has worked at Meta and Pixar, reveals the cutting-edge techniques used to detect deepfakes and protect digital authenticity.

In this episode, you’ll discover:

- How biological signals like heart rate and eye movement are used to expose synthetic media

- Why generative AI makes skilled engineers more crucial than ever for debugging and securing systems

- The story behind generating street addresses for 70% of the world that lacked them—and how it helped disaster response teams

- What volumetric filming really means (and what it’s like to shoot from inside a horse’s eye)

- How to cultivate curiosity-driven innovation and why diverse voices are essential in tech

Whether you're an engineer, creator, or simply someone who cares about truth in the digital age, this conversation is a masterclass in using technology responsibly.

Connect with Dr. Ilke Demir:

LinkedIn: https://www.linkedin.com/in/ilkedemir?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app

Chapters:

00:00 Introduction to AI and Dr. Ilke Demir

01:34 Journey into STEM: Dr. Demir’s Background

03:40 Understanding Proceduralization in AI

06:21 Challenging Traditional Engineering with Proceduralization

07:55 Deepfakes: Understanding the Implications

12:47 The Dual Role in Generative Models

16:24 Creative Applications of Deepfakes

18:13 Biological Signals in Deepfake Detection

23:30 Generative Street Addresses from Satellite Imagery

26:44 Innovative Addressing Solutions in Developing Countries

29:44 The Role of AI in Engineering Education

32:11 Volumetric Filming: The Future of 3D Content

35:52 AI’s Impact on Traditional Filmmaking

38:52 Curiosity as a Driving Force in STEM

40:42 Empowering Women in STEM

44:04 Innovation Through Curiosity and Critical Thinking

48:54 Navigating the Digital Landscape Safely

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