Todd Underwood’s Post

New Anthropic research: How are people using AI systems in the real world? We present a new system, Clio, that automatically identifies trends in Claude usage across the world. Knowing how people use AI isn’t just a matter of curiosity, or of sociological research. Having a better insight into patterns of use helps us make our AI systems safer, and to help us predict where the tech might go in future. Clio works by taking real-world conversations, summarizing them while removing identifying information, and clustering these summaries to reveal aggregate insights. This process happens in a secure environment—only the final, high-level insights are visible to human analysts. We discuss much more about how Clio works, the insights we’ve gathered, and the questions Clio raises, in our blog post: https://lnkd.in/e69UPYsj.

New Anthropic research: How are people using AI systems in the real world? We present a new system, Clio, that automatically identifies trends in Claude usage across the world. Knowing how people use AI isn’t just a matter of curiosity, or of sociological research. Having a better insight into patterns of use helps us make our AI systems safer, and to help us predict where the tech might go in future. Clio works by taking real-world conversations, summarizing them while removing identifying information, and clustering these summaries to reveal aggregate insights. This process happens in a secure environment—only the final, high-level insights are visible to human analysts. We discuss much more about how Clio works, the insights we’ve gathered, and the questions Clio raises, in our blog post: https://lnkd.in/e69UPYsj.

New Anthropic research: How are people using AI systems in the real world? We present a new system, Clio, that automatically identifies trends in Claude usage across the world. Knowing how people use AI isn’t just a matter of curiosity, or of sociological research. Having a better insight into patterns of use helps us make our AI systems safer, and to help us predict where the tech might go in future. Clio works by taking real-world conversations, summarizing them while removing identifying information, and clustering these summaries to reveal aggregate insights. This process happens in a secure environment—only the final, high-level insights are visible to human analysts. We discuss much more about how Clio works, the insights we’ve gathered, and the questions Clio raises, in our blog post: https://lnkd.in/e69UPYsj.

New Anthropic research: How are people using AI systems in the real world? We present a new system, Clio, that automatically identifies trends in Claude usage across the world. Knowing how people use AI isn’t just a matter of curiosity, or of sociological research. Having a better insight into patterns of use helps us make our AI systems safer, and to help us predict where the tech might go in future. Clio works by taking real-world conversations, summarizing them while removing identifying information, and clustering these summaries to reveal aggregate insights. This process happens in a secure environment—only the final, high-level insights are visible to human analysts. We discuss much more about how Clio works, the insights we’ve gathered, and the questions Clio raises, in our blog post: https://lnkd.in/e69UPYsj.

New Anthropic research: How are people using AI systems in the real world? We present a new system, Clio, that automatically identifies trends in Claude usage across the world. Knowing how people use AI isn’t just a matter of curiosity, or of sociological research. Having a better insight into patterns of use helps us make our AI systems safer, and to help us predict where the tech might go in future. Clio works by taking real-world conversations, summarizing them while removing identifying information, and clustering these summaries to reveal aggregate insights. This process happens in a secure environment—only the final, high-level insights are visible to human analysts. We discuss much more about how Clio works, the insights we’ve gathered, and the questions Clio raises, in our blog post: https://lnkd.in/e69UPYsj.

New Anthropic research: How are people using AI systems in the real world? We present a new system, Clio, that automatically identifies trends in Claude usage across the world. Knowing how people use AI isn’t just a matter of curiosity, or of sociological research. Having a better insight into patterns of use helps us make our AI systems safer, and to help us predict where the tech might go in future. Clio works by taking real-world conversations, summarizing them while removing identifying information, and clustering these summaries to reveal aggregate insights. This process happens in a secure environment—only the final, high-level insights are visible to human analysts. We discuss much more about how Clio works, the insights we’ve gathered, and the questions Clio raises, in our blog post: https://lnkd.in/e69UPYsj.