commit

index.md

@@ -69,7 +69,7 @@ Generative AI and Large Language Models (LLMs) including ChatGPT have ushered th
 | Date   | Topic | Readings <br> (forms due at 2pm before the day of the lecture) |
 |--------|-------|----------|
 | Jan 19 | **Intro ([slides](assets/intro-cs294-267-s24.pptx.pdf)) & transformer, LLM foundations ([slides](assets/jan19.pdf))** <br> Guest speaker: Łukasz Kaiser (Member of Technical Staff, OpenAI) | - [Attention Is All You Need](https://arxiv.org/abs/1706.03762) <br> - [Chain-of-Thought Prompting](https://arxiv.org/abs/2201.11903) <br> - (Optional) [Neural GPUs](https://arxiv.org/abs/1511.08228) <br> - (Optional) [GPT becoming a Turing machine](https://arxiv.org/abs/2303.14310) <br> *Fill [this](https://forms.gle/7L32LGARW66fcYx76) out after reading the papers!* |
-| Jan 23 | **AI Safety primer and representation engineering** <br> Guest speaker: Dan Hendrycks (Director, Center for AI Safety) | - [Unsolved Problems in ML Safety](https://arxiv.org/abs/2109.13916) <br> - [Representation Engineering](https://arxiv.org/abs/2310.01405) <br> - (Optional) [Catastrophic AI Risks](https://arxiv.org/abs/2306.12001) <br> *Fill [this](https://forms.gle/35BfFWG9Qez7A9va7) out after reading the papers!* |
+| Jan 23 | **AI Safety primer ([sides](assets/jan23.pdf)) and representation engineering ([sides](assets/jan23_1.pdf))** <br> Guest speaker: Dan Hendrycks (Director, Center for AI Safety) | - [Unsolved Problems in ML Safety](https://arxiv.org/abs/2109.13916) <br> - [Representation Engineering](https://arxiv.org/abs/2310.01405) <br> - (Optional) [Catastrophic AI Risks](https://arxiv.org/abs/2306.12001) <br> *Fill [this](https://forms.gle/35BfFWG9Qez7A9va7) out after reading the papers!* |
 | Jan 30 | **Interpretability and model editing** <br> Guest speaker: David Bau (Assistant Professor, Northeastern University) | - [Locating and Editing Factual Associations in GPT](https://arxiv.org/abs/2202.05262) <br> - [Function Vectors in LLMs](https://arxiv.org/abs/2310.15213) <br> - (Optional) [Visualizing and Understanding CNNs](https://arxiv.org/abs/1311.2901) <br> - (Optional) [Linear Classifier Probes](https://arxiv.org/abs/1610.01644) <br> - (Optional) [In-context Learning and Induction Heads](https://arxiv.org/abs/2209.11895) <br> *Fill [this](https://forms.gle/H7LaG1tmRpKj2qK96) out after reading the papers!* |
 | Feb 6  | TBA | |
 | Feb 13 | TBA | |