Yoav Goldberg: Interpretability core is understanding mechanisms, not just methods
yoavgo · x · 2026-08-26
Yoav Goldberg on interpretability: 1. The core goal is to further understand mechanisms, with method invention being a side effect. 2. Some results (e.g., highly redundant knowledge representation in weights) may not be causal in themselves but are still valid and useful insights.
More from Research
- Cohere Labs world model course session 4: DreamerV1-V4 architectures in one go — Cohere_Labs · 2026-10-16
- GPT-6.1 Sol audit finds 6% of arXiv papers had false main theorems, down to 1.5% recently — nitarshan · 2026-10-16
- One tiny word changes the conversation: how LLMs pick up on 'just' — StellaLisy · 2026-10-16
- SEAR: first large-scale controlled study of self-evolving robot agents, 7 LLMs, 330 tasks — xiye_nlp · 2026-10-16
- After Claude-assisted elliptic curve records fell, EC Rank challenge opens 156 record slots — Jsevillamol · 2026-10-16
- Oxford neuroscientist swaps fetal MRI for ultrasound + ML models — AnnaCiaunica · 2026-10-16