Separating knowledge enables editing and addresses hallucinations
coallaoh · x · 2026-08-17
Lists benefits of separating knowledge from weights: 1) Edit, delete, or add knowledge without retraining (knowledge editing/unlearning). 2) Point to the source of answers to address hallucinations and epistemic uncertainty.
Related event: coallaoh Argues for Separating AI Knowledge from Reasoning(5 posts)→
More from Research
- UnsolvedMath Dataset Updated to 8,785 Problems with AI-Generated Solutions — pbaylies · 2026-08-17
- Deep Learning Model Trained on PubMed Text Discovers Novel Antibiotic Co-inhibitors — KevinKaichuang · 2026-08-17
- Combining LLMs with Bayesian methods could automate scientific discovery more efficiently — heghbalz · 2026-08-17
- How AI Is Changing Mathematical Research: Coverage Over Genius — bigdata · 2026-08-17
- Paper claims LM head destroys 95-99% of training signal in backpropagation — LChoshen · 2026-08-17
- 论文呼吁:AI 分析需披露完整 Prompt 以保可复现性 — eldonredwards · 2026-08-17