Hex's DataBench exposes where AI analytics agents fake it
Hex built DataBench from messy, real-world analytics prompts after arguing existing benchmarks like Spider 2.0 test overspecified "pub trivia." Frontier agents gather evidence well but stumble on open-ended recommendations, often manufacturing confident answers when an honest "can't know" is right. That failure mode matters for anyone putting agents near production data.