OpenAI stands out for its impressive data acquisition flywheel, leveraging the viral success of ChatGPT to build a substantial data moat. The understanding of user interaction with language models sets OpenAI apart, allowing them to operate at a scale that others cannot match. While open source is valued, the notion that it can compete with such established data capabilities is seen as overly optimistic.
