Elizabeth Holmes built Theranos into a $9 billion fraud by claiming a revolutionary blood-testing machine existed—when it didn't. Today, AI-powered fraud detection systems could have identified the deception earlier, revealing critical gaps in how venture capital and media vet startup claims.