Interviewing Marco Ramilli: IdentifAI's de-generative race against deepfakes
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Interviewing Marco Ramilli: IdentifAI's de-generative race against deepfakes

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In this episode, we sit down with Marco Ramilli, co-founder and CEO of IdentifAI, the Milan-based startup applying a cybersecurity mindset to deepfake detection. Marco, a PhD computer security researcher who worked at NIST and previously founded Yoroi (acquired by Tinexta in 2024), explains how IdentifAI builds "de-generative" AI models that reverse-engineer how generators like Midjourney and Nano Banana work, then catch their outputs in the wild.

We get into the verticals where the threats are real today: KYC checks at banks, fraudulent insurance claims (Marco says ~35% of uploaded damage images are now AI-generated), state-sponsored disinformation, journalist fact-checking, and HR processes where attackers join job interviews as deepfake candidates to social-engineer their way into companies. Marco walks through IdentifAI's three products, an API, a web app, and a live "noteseeker"-style agent that silently sits in on video calls and flags fakes in real time, and shares the model accuracy numbers (~98% on internal benchmarks, ~90–92% in the real world) plus what happens when a new generator like Nano Banana drops.

We also dig into the €5M Series A led by United Ventures, the EMEA-first go-to-market plan, IdentifAI's Deepfake Intelligence Report (the US accounts for almost half of recorded incidents), the European sovereignty angle, and the EU AI Act. We close with Marco showing us a live, real-time deepfake of his own face, built, he says, with "a couple of Python scripts on your laptop."

🙋‍♂️ Guest: Marco Ramilli, co-founder and CEO, IdentifAI
📩 Connect with Marco on LinkedIn: https://www.linkedin.com/in/marcoramilli
🔗 IdentifAI on LinkedIn: https://www.linkedin.com/company/identifai-labs
🌐 IdentifAI: https://identifai.net

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Creators and Guests

Bart Smeets
Host
Bart Smeets
Mostly dad of three. Tech founder. Sometimes a trail runner, now and then a cyclist. Trying to survive creative & outdoor splurges.
Murilo Kuniyoshi Suzart Cunha
Host
Murilo Kuniyoshi Suzart Cunha
AI enthusiast turned MLOps specialist who balances his passion for machine learning with interests in open source, sports (particularly football and tennis), philosophy, and mindfulness, while actively contributing to the tech community through conference speaking and as an organizer for Python User Group Belgium.
Raphaël Di Giambattista
Host
Raphaël Di Giambattista
Finance guy at heart. Always chasing the intersection of tech, entrepreneurship and finance. Teaching economics on the side at university. Also runs, somehow.