The FAIK Files

Perry Carpenter | N2K Networks

The FAIK Files explores the mysterious and often wacky intersection of AI, technology, and humanity. From cognitive warfare to digital deception, we examine how AI is reshaping our reality through news, research, and real-world examples. Join us for a thought-provoking journey into a world where anything can be faked, truth is increasingly elusive, and human nature meets artificial intelligence head-on.

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The FAIK Files

Episodes (78)

Mar 23rd Unexpected Bias & Distillation Attacks (feat. Paul Vann of Validia.ai)
Mar 13th Going Deep on Deepfakes (feat. Hany Farid)
Feb 20th The Business of Scamming (feat. Mael from Infoblox)

The FAIK Files

Mar 23, 2026
52¼ minutes
0

Welcome back to The FAIK Files! In this week's episode: Paul Vann from Validia joins us to discuss how AI bias isn't just a social issue—it's a critical cybersecurity vulnerability. We break down "distillation attacks" and how competing models are stealing the "thinking process" of frontier models like Claude and Gemini. A look at the wild west of AI agent skills marketplaces, including indirect prompt injections hidden in image alt text. We theorize on the future of AI architecture: are scaling laws breaking down, and what are "world models"? Check out Validia at: https://va...

The FAIK Files

Unexpected Bias & Distillation Attacks (feat. Paul Vann of Validia.ai)

Perry Carpenter | N2K Networks

00:00 -52:16