Hi, everyone. I'm Sachin Kumar, and I work as a senior data scientist here at LexisNexis. Uh this is an independent work of mine which was also accepted as a peer-reviewed paper at IJCNN, and the code is open source on GitHub.Now, as the presentation is titled like your LLM deception monitor's broken, the fix is in training data. So, I'll start with what that basically mean. Uh so, if you fine-tune LLMs and ship them, this talk is a both warning and a fix.Now, as a warning that a model can pass every eval y ...