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。如果忽略这些差异，笼统地应用通用的 Scaling Laws，往往会导致性能预测偏差和算力浪费。

Discover the top 7 programming languages of 2025 based on the TIOBE Index. Learn about the trends in Python, Java, C++, SQL, ...

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 ...

Python or JavaScript? While we’re still arguing over which has the upper hand or the brighter future, little doubt exists as to which owns the web’s front end. Until WebAssembly advances to the point ...

Despite advances in cloud computing, mobile development, and AI, the day-to-day business of enterprises around the world still runs on three programming languages that made their debut in the 1990s.

The JavaScript video series for beginners follows a similar structure to the 44-part Python series Microsoft launched on YouTube in September last year, offering ...

Overview: The demand for programming skills in 2026 centres around versatility, performance, and scalability as companies ramp up AI, cloud, and web services.La ...

Keʻalohi Wang is a freelance writer from Kailua Kona, Hawaiʻi. She has a background in content creating, social media management, and marketing for small businesses. An English Major from University ...

Industry analyst firm RedMonk published today its latest quarterly programming language popularity ranking. JavaScript came out on top, followed closely by Java, PHP, and Python. As I’ve written ...

Most of us, by now, should have heard of the programming language known as JavaScript. It is quite popular and is mostly used to develop websites. If your web browser doesn’t support JavaScript or an ...