With a 308% increase in AI-generated fake content between 2024 and 2025, the justice system faces an authenticity crisis. This talk explores real-world cases: from voice cloning for scams in Brazil to lack of a convergent pattern in spoofing crime investigations in Portugal, how can we empower professionals to identify synthetic evidence and understand the limits of the admissibility of expert evidence in the age of Artificial Intelligence?