The AI Observatory now aggregates consented conversations from seven datasets to analyze how people actually use generative AI. Researchers at Stanford created the platform because companies like OpenAI only release curated usage data. This independent source allows policymakers to verify corporate claims. It provides a necessary check on proprietary reporting habits.