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2 results for “imperfect alignment”
SPIN Processed News Frame: The Halo
Fragility of Value under Imperfect Alignment
A theoretical AI safety paper models how imperfect value proxies can lead to catastrophic outcomes even after idealized alignment training, warning against overoptimization and advocating for design constraints like quantilizers.
Spin 40% Claim Present in Source AI Risk Moderate
arXiv Artificial Intelligence
Aug 3, 2026
SPIN Processed News Frame: The Cushion
The Pentagon's new AI playbook treats slow adoption as a bigger risk than imperfect alignment
The US Department of the Navy formally adopted a strategy prioritizing rapid AI integration across naval operations — including on-platform LLM deployment and centralized AI mission prioritization — explicitly framing delayed adoption as more dangerous than deploying AI with unresolved alignment issues.
Spin 85% Claim Present in Source AI Risk High
The Decoder
Jul 19, 2026