A stage magician pulls perfect scorecards from a hat while the real-world test results hide behind the curtain.
npc Volume 2

The Benchmark Illusionist

The Benchmark Illusionist does not lie exactly. They curate. They produce comparison tables, demo tasks, polished success cases, and tidy-looking evals that make the product look universal, mature, and obviously dominant. The trick is not falsification. The trick is selecting a reality slim enough to fit in a keynote.

From Volume 2 of The AI Developer's Field Guide

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