The Ultimate Guide to Prompting - with Sander Schulhoff from LearnPrompting.org

Chapters
[00:00:00] Introductions
[00:07:32] Navigating arXiv for paper evaluation
[00:12:23] Taxonomy of prompting techniques
[00:15:46] Zero-shot prompting and role prompting
[00:21:35] Few-shot prompting design advice
[00:28:55] Chain of thought and thought generation techniques
[00:34:41] Decomposition techniques in prompting
[00:37:40] Ensembling techniques in prompting
[00:44:49] Automatic prompt engineering and DSPy
[00:49:13] Prompt Injection vs Jailbreaking
[00:57:08] Multimodal prompting (audio, video)
[00:59:46] Structured output prompting
[01:04:23] Upcoming Hack-a-Prompt 2.0 project