What do people use AI models for?

Despite the rapidly-growing popularity of large language models, until now we’ve had little insight into exactly how they’re being used. 

Claude insights and observations, or “Clio”, is our attempt to answer this question. Clio is an automated analysis tool that enables privacy-preserving analysis of real-world language model use. 

In this video, members of Anthropic's Societal Impacts team—Deep Ganguli, Esin Durmus, Miles McCain and Alex Tamkin—discuss the development of Clio, what they found, and the importance of this research.

Read more: https://anthropic.com/research/clio

0:00 Introduction
02:57 What is Clio?  
06:53 How we built Clio
09:12 Privacy and ethical considerations
13:32 How does Clio work?
17:14 Findings and surprises
22:24 How do we know Clio works?
24:28 Trust and safety applications
33:40 Real-world applications
39:26 Why is this important?
43:09 Future directions