用确定性代码与LLM评判双管齐下，让生成式AI产出可靠的高质量文档。
Article URL: https://www.scala-lang.org/blog/2026/07/06/quality-from-genai.html Comments URL: https://news.ycombinator.com/item?id=48816619 Points: 2 …
专为创意写作设计的模型，在写作质量上竟同时超越GPT-5.5和Claude Opus 4.8，AI写书或可成真。
arXiv:2605.17064v2 Announce Type: replace Abstract: Large language models are optimized for instruction following and agentic tasks remain poorly alig…
新算法DFT让LLM输出更贴合训练数据分布，显著提升写作质量，技术报告详实可试。
Standard LLM training is surprisingly bad at making the model outputs match the training data distribution, so the writing quality is bad. I made a ne…