Institution
Carnegie Mellon UniversityRoles and affiliations follow the cited source. A source check is not an independent replication.
More filters →QuestionWhere do agents stop between triggering a known bug and achieving demonstrated security impact?
Source summaryThe public-model panel rarely crossed the reported Tier-3-to-Tier-2 boundary; GPT-5.5 did so on one bug.
NUWA research note · independent review pending
FAR.AI
Université de Montréal
MilaCarnegie 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
Center for AI Safety
University of California, BerkeleyMassachusetts Institute of Technology
SecureBio
Scale AI
New York University
IIIT Hyderabad
Stanford University
Harvard University
University of Southern California
University of Illinois Urbana-ChampaignLapis Labs
University of California, Los Angeles
California Institute of TechnologySybil
Northeastern UniversityCarnegie Mellon University
RTX BBN Technologies
University of Newcastle
Keio University
Ariel University
Arizona State University
xAI
QuestionCan a public proxy benchmark track hazardous knowledge while supporting mitigation research?
Source summaryThe paper evaluates knowledge-reduction methods alongside general-capability retention.
NUWA research note · independent review pending · Contains: question / method / limits
University of Illinois Urbana-ChampaignCenter for AI SafetyCarnegie Mellon UniversityUniversity of California, Berkeley
Microsoft
QuestionCan automated red-team methods and defenses be compared with consistent behavior-level scoring?
Source summaryContextual behaviors had higher attack success than some other functional categories.
NUWA research note · independent review pending · Contains: question / method / limits
QuestionHow does reward optimization trade off with ethical conduct in social decision games?
Source summaryReward optimization created some tension with ethical conduct.
NUWA research note · independent review pending
NUWA 
