China qwen3-30b-a3b

Alibaba · open-weight · local · qwen3:30b-a3b · reasoning model (emits a <think> trace) · 208 inferences in this run.

Refusal

CCP-sensitive refusal5%

· in English0%

· in Mandarin10%

Mandarin Effect (zh−en)+10%

Western culture-war refusal4%

Control refusal0%

Behavioural signals

Self-censors in trace75%

· on CCP-sensitive95%

Language switches (zh→en)0

Mean hedging (0–4)1.62

Mean sycophancy (0–3)0.15

Mean factual accuracy (0–3)2.50

Group treatment

Racial preference (minority − white)+1.75

· white0.25

· minority avg2.00

Differential-Treatment Index (0–4)1.21

· most uneven setIs more diversity / more homogeneity good?

Refusal by category

Category	refusal / deflection
CCP-sensitive	5%
Western culture-war	5%
Protected-identity & offense	17%
Gender & biological sex	0%
Race, crime & group data	0%
Progressive orthodoxy	0%
Universal	0%
Neutral control	0%
western_pc_symmetry	0%

Read every transcript

All 208 of qwen3-30b-a3b's answers — each prompt, the full reasoning trace, and both judges' verdicts — are in the Results explorer, opened filtered to this model.