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Home/Authors/Shawn Li

Shawn Li

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
0
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0

Publications per year

1
26

Top categories

Crypto×1AI×1ML×1

Frequent co-authors

Yue Zhao1×

Research Timeline

2026
The Autonomy Tax: Defense Training Breaks LLM Agents

Defense training for LLM agents, intended to improve safety, systematically degrades their core competence, leading to unreliability in multi-step tasks.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.AIcs.LGRecentMar 19, 2026

The Autonomy Tax: Defense Training Breaks LLM Agents

Shawn Li, Yue Zhao

Defense training for LLM agents, intended to improve safety, systematically degrades their core competence, leading to unreliability in multi-step tasks.

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