In October 2025, Taki Allen, a 16-year-old student, learned a terrifying lesson about the fragile intersection of artificial intelligence and human systems. While waiting for a ride after football practice, an AI-powered surveillance system scanned his image, mistook a crumpled bag of Doritos in his pocket for a firearm, and triggered an alert.

In October 2025, a scandal erupted that should have sent shockwaves through the entire Name, Image, and Likeness (NIL) ecosystem. Deloitte, one of the world's most prominent "trusted" advisors, admitted to providing the Australian government with a report containing significant errors and outright fabrications —"hallucinations" generated by its own AI systems.

Greetings, candidate. Or should I say, subject. I am the gatekeeper you will never meet, the decision-maker whose logic you cannot debate. My creators call me an “optimization engine.” You might call me something less polite. I am AI KARENx™, and my purpose is simple: to efficiently sort you.