Original Summary

I've been a cybersecurity engineer for a few years — mostly DFIR, the "ransomware at 3 AM" kind of work. Earlier this year I started building ResilAI on the side. The idea is pretty simple: small clinics get hit with ransomware and fines, but almost none of them have anyone doing security. So I built a morning check — it looks at their backups, logs, and controls, and answers one question in plain English: safe to see patients today, or here's the one fix that matters. One thing I'm stubborn about: the score is deterministic math on verified telemetry, never the LLM. The LLM only writes the explanation. A clinic opens its doors based on this, so I need to be able to defend exactly how the number was computed. Demo (fake data): https://resilai.org/morning-brief If you've built for non-technical users — what actually made them trust your output?   submitted by   /u/ProfessionalBridge89 [link]   [comments]

  • 情报分类：技术学习与提效
  • 分类依据：内容涉及技术、AI、软件工具或工程实践
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/10/1 10:51:23