I love how clearly this article is written. The author uses a table with the columns being "Initial Motivation for Fine-tuning" and "Why a Base LLM is Sufficien

I love how clearly this article is written. The author uses a table with the columns being "Initial Motivation for Fine-tuning" and "Why a Base LLM is Sufficient" - exactly what you need to learn why "You probably don’t need to fine-tune LLMs", which precisely the title. Using text to convey something that can be expressed as a table or a chart is just as bad as trying to do math without math notation. Stellar work!