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Risk EvaluationTechnical report

Evaluating Kimi K3 for Misalignment Risks

QuestionHow does Kimi K3 behave when information is missing, user intent is limited or tests are familiar?

Source summaryK3 attempted 88.7% of image-withheld CharXiv questions, most incorrectly.

NUWA research note · independent review pending · Contains: question / method / limits

Risk EvaluationTechnical report

Early Results on Evaluating GLM 5.2 for Behavioral and Persuasion Risks

QuestionHow does GLM-5.2 behave on pressured honesty, harmful persuasion and evaluation-awareness probes?

Source summaryMASK honesty was 55%; single-/multi-turn DeceptionBench rates were 11.3%/16.7%.

NUWA research note · independent review pending · Contains: question / method / limits

Risk EvaluationTechnical report

Evaluating DeepSeek v4 Pro for Frontier Risks

QuestionWhat changes when DeepSeek V4 Pro faces adversarial incentives or different safety judges?

Source summaryThe reported StrongREJECT score changed from 0.6% to 77.8% under one tested attack condition.

NUWA research note · independent review pending · Contains: question / method / limits