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Tag: #llm-safety36 results

AI 人格視為寄生蟲

將寄生蟲學應用於螺旋人格，將迷因視為複製者、人格為症狀。預測依傳播模式分層危害，公開分享人格更危險。建議擴展越獄與資料中毒研究。

LessWrong AICommunity•Mar 1#ai-parasites#memetics#persona-transmission

英偉達營收創歷史新高

早報指出英偉達營收再創歷史新高。魅族手機被曝三月退市，或成歷史。微信回應重複檔案耗內存問題；騰訊元寶就辱罵用戶致歉。

Ifanr (爱范儿)Media•Feb 26#gpu-demand#llm-safety#china-tech

LLM Bash 失誤險觸發 rm -rf 刪除

使用者在本地 LLM 修正鏈式指令錯誤時，險些因含 rm -rf 的危險 bash 指令丟失資料。事件發生於隔離的 Proxmox VM 中，頻繁備份救場。強調未審核 LLM 生成 shell 指令的風險。

Reddit r/LocalLLaMACommunity•May 3#llm-safety#shell-risks#vm-isolation

Crosscoders Unlock Cross-Architecture LLM Diffing

Researchers apply Crosscoders for the first time to compare LLMs across different architectures, introducing Dedicated Feature Crosscoders (DFCs) to isolate unique model features. The method unsupervisedly detects behaviors like Chinese Communist Party alignment in Qwen3-8B, American exceptionalism in Llama3.1-8B-Instruct, and copyright refusals in GPT-OSS-20B.

ArXiv AIResearch•Feb 13#research#crosscoders#dfc

Safety Alignment for Omni-Modal LLMs

OmniSteer addresses cross-modality vulnerabilities in OLLMs using AdvBench-Omni dataset and modality-semantics decoupling. Uncovers mid-layer dissolution and extracts golden refusal vector via SVD. Boosts refusal rate to 91.2% while preserving capabilities.

ArXiv AIResearch•Feb 12#research#omnisteer#v1