北航提出代码大模型的 Scaling Laws：编程语言差异与多语言最优配比策略

北航、人大和九坤投资共同撰写的论文 《Scaling Laws for Code: Every Programming Language Matters》 整理而成。 在代码大模型（Code LLMs）的预训练中，行业内长期存在一种惯性思维，即把所有编程语言的代码都视为同质化的文本数据，主要关注数据总量的堆叠。然而，现代软件开发本质上是多语言混合的，不同语言的语法特性、语料规模和应用场景差异巨大。
腾讯网

Python首次超越JavaScript，GitHub年度报告发布！

全球开发者数量激增，GenAI 项目呈爆炸式增长趋势，推动编程语言的应用格局也发生了巨大变化，最新的 GitHub Octoverse 报告来了！ Python 首次超越 JavaScript，成为 GitHub 平台最顶级编程语言 不同于流传“AI 即将取代程序员”的种种言论，GitHub 在最新发布的 2024 ...
InfoWorld

Python has overtaken JavaScript on GitHub

Python has overtaken JavaScript as the most popular language on GitHub, while the use of Jupyter Notebooks also has skyrocketed on the site. The rise of both underscore the surge in data science, ...
科技行者 on MSN

北航团队首次揭秘多语言编程的奥秘：为什么Python比Rust更“饿”数据?

这项由北京航空航天大学的杨健、国鑫、林静等研究者联合优矿公司和中国人民大学人工智能学院团队完成的突破性研究，发表于2025年12月的arXiv预印本（论文编号：2512.13472v1），是全球首次系统性探索多语言编程训练规律的重要成果。
TechSpot

Python overtakes Java, JavaScript as most popular programming language for first time in 20 ...

What just happened? For the first time in more than 20 years, the Python programming language has overtaken Java, JavaScript, and C as the most popular language. The updated rankings for October ...
heise online

Python Web Framework: Django Developers Increasingly Use HTMX and Alpine.js

The web framework for Python is already celebrating its 20th birthday. A new study shows which JavaScript libraries are most frequently combined with it. The Django Software Foundation and the team ...
ZDNet

Programming language rankings: JavaScript still rules, Python holds off Java

Love it or hate it, JavaScript is the most popular language today, followed by Python and Java, according to developer analyst RedMonk's Q1 2021 language popularity rankings. The top 20 in RedMonk's ...