Back in 2016, I came across a prescient guide on data acquisition strategies for AI startups written by Moritz Mueller-Freitag, then co-founder of Twenty Billion Neurons (TwentyBN): We quickly became good friends and explored product applications for TwentyBN’s video understanding technology: large-scale crowd-acted video demonstrations of concepts, actions and situations that could endow machines with visual common sense and intuitive physics. The company was ultimately acquired by Qualcomm, where Moritz now serves as Director of Product Management.

[ #1 대규모 생성형 모델(Large Generative Models) ]LLM과 LMM을 활용한 합성 데이터 생성Large Language Model(LLM)은 텍스트 출력을 생성하는 반면, Large Multi-Modal Model(LMM)은 텍스트, 코드, 이미지 등 다양한 형태의 합성 데이터를 생성할 수 있음실제 데이터가 부족하거나, 개인정보 보호