Lessons learned from LinkedIn's experience with GenAI development include not charting future progress on early momentum, using RAG to make LLMs work, describing APIs for LLMs, avoiding excessive fragmentation, and addressing the challenge of evaluating GenAI programs.
Table of contents
#1 Don’t Chart Future Progress on Early Momentum (80/20 Rule)#2 RAG Makes the LLMs Work#3 Describe Your APIs#4 Don’t Split the Elephant Into Too Many Pieces#5 Evaluation Will Be a ChallengeBonus Learning: GenAI Is All About Latency vs. Accuracy10 Impressions