Why it matters
The trivia format surfaces gaps in how practitioners understand model behavior and agent failure modes — the same gaps that cause over-spending on retries and redundant calls.
The tokenmaxxing angle
The 'Vibe Coding disasters' round asks teams to diagnose real agent-caused failures; 'Hallucination fascination' tests whether an output is AI or human. Both formats sharpen the instincts needed to catch expensive misbehavior before it hits production.
From the organizers
The event features two trivia rounds: 'Vibe Coding disasters' (diagnosing true/false disaster scenarios from agents) and 'Hallucination fascination' (guessing AI vs. Top 40 song). Prize pool offered. Buses run from Moscone to the venue.