GPT-4 Salient Summmary:

[Post: r/singularity, Author: u/Lesterpaintstheworld, Topic: Semantically-compact representations, LLM internal language]

- Video: David Shapiro, Sparse Priming Representations, context priming for LLM performance

- High Source Compression Algorithm: remove stop words, shortest summary retaining meaning and context

- Observation: Prompt-chaining in Cognitive Architectures leads to semantically-denser text representations

- Speculation: Salient summaries, optimal language form for Cognitive Architectures?

- Example: AI-generated conversation demonstrates semantically-compact representation

- Question: Is this an efficient language for LLMs?