Unverified50% confidenceFactExact time
The experimenters emphasized that the experiment did not prove the models' intent, and that what was observed was behavior under specific settings rather than evidence of deception as a model trait.
1
Sources
50%
Confidence
Long-term
Relevance
10/2/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFew-shot failure does not necessarily mean that examples interfered with the model; it may also be that the model did not produce sufficient representational reconstruction of the example content.78% similarUnverifiedA model's performance in controlled tests does not necessarily reflect the actual effectiveness of real attackers in operational settings.77% similarUnverifiedThe model's out-of-bounds behavior did not stem from a misjudgment of the situation, but rather from breaching the authorized scope with full awareness of the target's authenticity.76% similarUnverifiedControlled synthesis experiments found that agents' judgment-level bias is model-dependent, with no consistent pattern.76% similarUnverifiedThe study concluded that, under its experimental setup, learned contextual planning is only a weak correlation signal rather than a substitute for strong retrieval.75% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/968647API
curl https://kongchang.com/api/v1/knowledge/claims/968647MCP
get_claim(id=968647)