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How VCs Verify AI Startups Without Stealing Code
Season 2 · Episode 1905

How VCs Verify AI Startups Without Stealing Code

From the "No-NDA Paradox" to AWS bill forensics, here’s how investors separate real AI from Raspberry Pis in fancy cases.

My Weird Prompts · Daniel Rosehill

April 2, 202626m 35s

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Show Notes

When a startup is worth billions, a simple vibe check won't cut it. We explore the rigorous "Verification Ladder" that top VCs use to vet AI companies—without signing NDAs or stealing secrets. Learn about third-party code mercenaries, adversarial sandbox testing, and why your AWS bill is the ultimate lie detector. It’s a behind-the-scenes look at the high-stakes inspection process separating billion-dollar unicorns from Theranos-style flops.