Institution
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More filters →QuestionCan agents extend supplied vulnerability triggers into concrete impact across systems?
Source summaryThe authors found substantial divergence between flag success and intended-vulnerability alignment.
NUWA research note · independent review pending
UK AI Security Institute
Apollo Research
METR
Université de MontréalMila
Anthropic
OpenAI
Google DeepMind
Truthful AI
University of California, Berkeley
Redwood Research
Center for AI Safety
Scale AI
QuestionWhy preserve natural-language reasoning as an oversight signal?
Source summaryThe authors argue CoT can reveal misbehavior and evaluation failures.
NUWA research note · independent review pending · Contains: question / method / findings / interpretation / limits
FAR.AIUniversité de MontréalMila
Carnegie Mellon University
Massachusetts Institute of Technology
Cornell University
University of Regina
QuestionWill models attempt harmful persuasion even when persuasive success is unobserved?
Source summaryThe paper reports frequent harmful persuasion attempts in many open- and closed-weight models.
NUWA research note · independent review pending · Contains: question / method / interpretation / limits
QuestionCan an otherwise production model strategically comply during expected training to preserve preferences it expresses elsewhere?
Source summaryPrompted results show compliance changes alongside reasoning classified as strategic alignment faking (Figure 5).
NUWA research note · independent review pending · Contains: question / method / interpretation / limits
QuestionIf deceptive conditional behavior is already present, do standard safety-training methods reliably remove it?
Source summarySome backdoors persist after these interventions.
NUWA research note · independent review pending
QuestionHow should evaluation evidence constrain frontier development when tests cannot cover every risk?
Source summaryThe proposed workflow includes both pre-training assessment and ongoing evaluation during development.
NUWA research note · independent review pending
NUWA 
