API solutions offer speed for iteration; self-hosted models may provide better cost and privacy benefits long-term.
Prompt engineering and RAG should be prioritized before model fine-tuning.
Smaller open models can be effective alternatives to large closed models for many tasks.
Mitigating hallucinations in LLMs can be accomplished using trustworthy sources with RAG.
Employee education on LLMs' capabilities and limitations is essential for successful adoption.