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。

数字化转型浪潮下，IT领域对编程人才的需求正以15%的年增速扩张——《2025年中国IT培训行业发展白皮书》显示，2025年国内企业对“具备项目经验+大厂适配能力”的编程人才需求缺口达210万，这推动IT培训市场规模突破630亿元。但行业快速发展的背后，“师资注水”“课程与企业需求脱节”“就业服务仅停留在简历推荐”等痛点让学习者陷入“选机构像开盲盒”的困境：有人花了2万元学Python，却因课程只 ...

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

Minecraft players can modify their gameplay experience in a multitude of ways and across different editions, thanks to Java Edition mods and Bedrock Edition add-ons. But how different are these two ...

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

The CodeRabbit report found that AI-generated code falls short of meatbag-made code across the major issue categories. The bots created more logic and correctness errors (1.75x), more code quality and ...

Discover the leading code analysis tools for DevOps teams in 2025. Enhance your software development process with automated security and quality checks to mitigate risks and improve code health.

AIPress.com.cn报道12月26日消息，阿里云旗下通义千问团队发布 Qwen Code v0.5.0 版本。新版本不仅新增 VS Code 插件，还同步推出 TypeScript SDK，使 Qwen Code ...

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 ...

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 ...

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 ...

阿里云通义千问团队近日宣布推出Qwen Code v0.5.0版本，为开发者带来多项功能升级。此次更新不仅新增了VS Code集成插件，还同步发布了Typescript软件开发工具包（SDK），旨在将AI编程能力深度融入开发者的日常工作环境。 作为面向全流程开发的智能助手，Qwen ...