一句话看清大模型“变脸”真相：提示词微调竟让输出天翻地覆，交互式评估方法论带你量化并解释这种敏感脆弱。
arXiv:2608.18539v1 Announce Type: cross Abstract: The remarkable capabilities of large language models (LLMs) are often undermined by their instabilit…
研究表明大模型在医疗场景中高度敏感于提示变化，可能从可靠变错误，警示临床部署风险
arXiv:2606.07237v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly used in healthcare for tasks such as clinical question…
新研究揭示LLM在漏洞检测中存在的提示敏感性，PromptAudit框架系统审计提示变化如何影响模型输出，为安全应用提供关键洞见。
arXiv:2605.24171v1 Announce Type: cross Abstract: Large language models are increasingly used for vulnerability detection, yet their reliability under…