Dario Amodei emphasizes the critical need for AI interpretability as AI rapidly evolves into a key global issue. Despite the technology's unstoppable progress, understanding AI's internal workings is essential to mitigate risks associated with its opacity, such as misalignment and misuse. Mechanistic interpretability efforts have advanced significantly, identifying features and circuits in AI models that aid in diagnosis and addressing potential issues. Moving forward, a collaborative effort from researchers and governments to prioritize interpretability could enhance safety and understanding before AI reaches unprecedented levels of intelligence. The author argues that without greater insight into AI systems, deploying powerful models poses significant risks.
https://www.darioamodei.com/post/the-urgency-of-interpretability