Anthropic Releases Circuit Tracer - Open Tool for AI Safety - Hands-on Demo
AI Summary
In this video, Fad Miraa introduces the newly released Circuit Tracer by Enthropic, an open-source interpretability research tool designed to reveal the internal reasoning pathways of large language models (LLMs) through attribution graphs. The tool highlights how different components within a neural network influence each other and contribute to the model’s final output. Fad provides a demo of Circuit Tracer in action, showcasing its capabilities to visualize model behavior, allowing researchers to test hypotheses by modifying specific features and observing changes in output. The video emphasizes the importance of interpretability in AI and how tools like Circuit Tracer can improve our understanding of model behavior. The installation process is demonstrated using Google Colab, and Fad also discusses sponsors of the video.