1
Prototype Language Models
提出原型语言模型，直击LLM训练数据影响追溯难题，或革新模型可解释性。
arXiv:2607.00510v1 Announce Type: new Abstract: Knowing which training examples drive outputs is fundamental to auditing, correcting, and understandin…
2
Show HN: Clarity, See what concepts your LLM uses and trace it to training data
首个可解释AI平台Clarity，让你看到大模型使用了哪些概念并能追溯至训练数据。
Article URL: https://www.guidelabs.ai/post/meet-clarity/ Comments URL: https://news.ycombinator.com/item?id=48401606 Points: 3 # Comments: 1
3
Fully Open Meditron: An Auditable Pipeline for Clinical LLMs
完全开源且可审计的临床大模型流水线，解决AI医疗黑箱问题，数据来源与训练过程全透明。
arXiv:2605.16215v1 Announce Type: new Abstract: Clinical decision support systems (CDSS) require scrutable, auditable pipelines that enable rigorous, …