一款开源工具，帮你自动检测LLM管道中的PII并评估数据质量，适合AI工程团队。
Article URL: https://github.com/flexorch/flexorch-audit Comments URL: https://news.ycombinator.com/item?id=48584670 Points: 2 # Comments: 0
一种注册绑定的LLM管道，为热带植物、水生动物及异宠的性状提取提供可溯源证据，方法论严谨且跨物种适用。
arXiv:2606.00994v1 Announce Type: new Abstract: We describe a registry-bound large-language-model extraction pipeline producing evidence-grounded stru…
无需纠正即可检测，两参数分解多阶段LLM管道，揭示内部机制新视角
arXiv:2605.27559v1 Announce Type: cross Abstract: Multi-stage LLM pipelines that perform multi-agent debate, intrinsic self-correction, or retrieval-a…