GPT — Field Evidence
paperUnverified
GPT · GPT · praise
Field note
Adaptive Adversaries: A Multi-Turn, Multi-LLM Benchmark for LLM Agent Security — LLM-based agents process external content, exposing them to prompt injection and multi-turn manipulation. Most safety benchmarks evaluate defenders against fixed attack pools collected before evaluat
collected 2026-07-21original 2026-07-20
Does this shift the US–China race?
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Impact on the index
Benchmark win · minor
US +30China -7
Directional contribution — before recency decay and per-type diminishing returns. How it works →
Related Front
US vs ChinaLikely
U.S. FrontiervsChina Open-Weight
Likely — capability gap narrowing on common tasks
Letters from the Front
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