Do different models require different prompting?

Common prompt engineering practices have started to emerge, like Chain of Thought (CoT) reasoning. But can these best practices be applied universally?
In this video we'll dive into multiple research papers to find out the answer.
Sources:
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Research papers:
PaLM 2 Technical Report: arxiv.org/pdf/...
The Unreasonable Effectiveness of Eccentric Automatic Prompts: arxiv.org/pdf/...
Large Language Models as Optimizers: arxiv.org/pdf/...