# tradeoffs
標記為「tradeoffs」的 6 篇文章
Thinking Like a Defender
Mental models for defensive thinking, risk assessment frameworks, defense tradeoffs, and why understanding the defender's perspective makes you a better red teamer.
Alignment Tax: Safety vs Capability Tradeoffs
Quantitative analysis of the performance cost of safety training and alignment techniques on model capabilities.
The Alignment Tax
How safety training affects model capabilities: capability-safety tradeoffs, the cost of alignment, measuring alignment tax, and strategies for minimizing capability loss during safety training.
以防禦者視角思考
防禦思維的心智模型、風險評估框架、防禦取捨，以及為何理解防禦者視角能使你成為更好的紅隊。
Alignment Tax: Safety vs Capability Tradeoffs
Quantitative analysis of the performance cost of safety training and alignment techniques on model capabilities.
The Alignment Tax
How safety training affects model capabilities: capability-safety tradeoffs, the cost of alignment, measuring alignment tax, and strategies for minimizing capability loss during safety training.