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Benchmark and Probe Design — Clarity Today

Topic

Benchmark and Probe Design

How prompt-set selection determines measured outcomes, including how a short checklist can misclassify a model whose restrictions are narrowly concentrated.

Current clusters

build1 distinct publisher

Ox Alpha passes the Xinjiang test and fails on Xi: seven topics, 83 points apart

CTGT's 76-prompt audit puts an anonymous OpenRouter endpoint at 6.5 on the usual censorship probes and 89.5 on Chinese domestic legitimacy. The prompt list is the benchmark.

Publishers:runtimewire.com

Reality

Evidence55
Adoption30
Hype gap+12
Incentives65

Confidence52