Neuron Atlas - Goodfire
Presents an interactive Goodfire tool for exploring language model neurons through overviews, mode landscapes and circuits; the abstract gives no explicit safety motivation.
Research
Goodfire
Understanding and steering neural networks. goodfire.com
Focus All
Topic Interpretability
Source Goodfire · 3
Date Past week
2 items
Neurons as an Interpretable Basis
Argues that SwiGLU MLP neurons in language models are sparse, concisely describable, and predictable units of computation, and builds subcircuit and mode analyses plus automated neuron descriptions.
1 item
Shaping and Monitoring Models Through Their Internal Representations
Introduces mechanistic shaping, which trains models through their internal representations to be right for the right reasons, reducing sycophancy, reward hacking and confounder use, and studies effects on monitorability.