Introducing Activation Atlases
What changed
We’ve created activation atlases (in collaboration with Google researchers), a new technique for visualizing what interactions between neurons can represent. As AI systems are deployed in increasingly sensitive contexts, having a better understanding of their internal decision-making processes will let us identify weaknesses and investigate failures.
Why it matters
A concrete addition to Practical AI: Tools, Models & Frameworks: it changes what's available to builders today rather than being general commentary.
How it compares
Related prior coverage to compare against:
- Understanding the source of what we see and hear online
- Introducing Decision Transformers on Hugging Face 🤗
- Multimodal neurons in artificial neural networks
Sources
- Introducing Activation Atlases (openai-blog)primary