Verified65% confidenceFactExact time
The phenomenon of safety improvements coming at the cost of usefulness is called the 'Alignment Tax'.
3
Sources
65%
Confidence
Long-term
Relevance
7/8/2026
First Seen
Sources
Fable 5对决GPT-5.6 Sol：基准测试、定价与AI权力博弈深度解析
bilibili黑纹白斑马7/3/2026
Related Claims
Unverified过度保守的安全策略被业界称为安全税（Safety Tax），以牺牲生产力换取安全余量78% similarUnverifiedThe 'alignment tax' refers to the cost in capability or neutrality that must be sacrificed to make a model safer and more aligned with specific values, which may manifest as decreased coding/mathematical reasoning accuracy, excessive avoidance of open-ended topics, or boilerplate disclaimer outputs on controversial subjects.76% similarUnverifiedAlignment mechanisms can sometimes be overly conservative, causing a decline in model capabilities, which the industry refers to as the Alignment Tax65% similarUnverified转移定价通过集团内部的知识产权授权费、管理服务费等将利润转移至税率较低的司法管辖区，是跨国税务筹划中最核心也最具争议的工具63% similar
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