Unverified50% confidenceFactExact time
The paper evaluates HoS on Llama-3.3-70B-Instruct and GPT-OSS-20B, with baselines including the fine-tuning-based defense SecAlign++ and the architecture-based defense ASIDE.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/28/2026
First Seen
Valid until: 1/26/2027
Sources
Related Entities
Related Claims
Unverifiedcl100k_base is the specific vocabulary used by models such as GPT-4 and text-embedding-ada-002.61% similarUnverifiedEleutherAI has successively released open-source models including GPT-Neo, GPT-J-6B, and GPT-NeoX-20B.59% similarUnverifiedExisting LLM observability tools operate at the model-call layer and cannot perceive side effects such as an agent executing git commit or modifying configuration files at the operating system level.59% similarUnverifiedGPT-2确立的BPE分词、Pre-LN归一化、因果掩码自回归训练三大核心设计在GPT-3中被保留并扩展至175B参数58% similarUnverified在文档摘要基准测试上,Qwen2.5-32B-Instruct和Llama-3.1-70B的量化版本已能达到GPT-4早期版本85%-92%的表现水平58% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1106049API
curl https://kongchang.com/api/v1/knowledge/claims/1106049MCP
get_claim(id=1106049)