Google DeepMind's Gemma Scope 2: A Window into LLM Internals
Published:Dec 23, 2025 04:39
•1 min read
•MarkTechPost
Analysis
This article announces the release of Gemma Scope 2, a suite of interpretability tools designed to provide insights into the inner workings of Google's Gemma 3 language models. The focus on interpretability is crucial for AI safety and alignment, allowing researchers to understand how these models process information and make decisions. The availability of tools spanning models from 270M to 27B parameters is significant, offering a comprehensive approach. However, the article lacks detail on the specific techniques used within Gemma Scope 2 and the types of insights it can reveal. Further information on the practical applications and limitations of the suite would enhance its value.
Key Takeaways
Reference
“give AI safety and alignment teams a practical way to trace model behavior back to internal features”