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。

Versus Systems Inc. provides a business-to-business software platform to drive user engagement through gamification and rewards. The company offers the eXtreme Engagement Online platform, which is ...

Citing issues with logic, correctness, and security, a new report recommends specific guardrails for AI-generated code.

Aider is a “pair-programming” tool that can use various providers as the AI back end, including a locally running instance of ...

在代码大模型（Code ...

Explore the top 7 API automation testing tools for software developers in 2025, their features, strengths, pricing, and how they enhance API reliability and performance.

昨天，MiniMax M2.1 发布。前脚 MiniMax 刚传出通过港交所聆讯的消息，后脚就直接发布了新一代模型 —— M2.1。巧的是 GLM-4.7 ...

文章列出了作者认为Python存在重大缺陷的八条理由，包括版本兼容性问题、安装版本混乱、在程序关键字命名规则、常用库命名规则上独树一帜，且缺乏一致性、赋值传递混乱、本地文件命名策略易出错等。

Discover the top mobile app development tools for 2025, designed to accelerate app creation and improve user experience. From low-code solutions to comprehensive IDEs, find the right tools for your ...

Ashlyn is one of Forbes Home's in-house writers and a former civil engineer-turned content writer with over six years experience. Until recently, Ashlyn focused on creating content for Forbes Home as ...

Nintendo Switch 2 vs. Switch 1: Which Should You Buy This Holiday Season? Is the $449 Nintendo Switch 2 worth $150 more than the original model? I've reviewed both systems, plus the Switch OLED. Let's ...