Why LLMs are plateauing – and what that means for software security

AI coding assistants and agentic workflows represent the future of software development and will continue to evolve at a rapid pace. But while LLMs have become adept at generating functionally correct ...
Analytics Insight

Which Functional Programming Languages Should You Learn in 2026?

Overview: Functional programming prevents unintended data changes, reducing errors in large systems.Pure functions improve testing accuracy because outputs depe ...
InfoQ

Are You Missing a Data Frame? The Power of Data Frames in Java

Vladimir Zakharov explains how DataFrames serve as a vital tool for data-oriented programming in the Java ecosystem. By ...
IEEE

Beyond Functional Correctness: Exploring Hallucinations in LLM-Generated Code

Abstract: The rise of Large Language Models (LLMs) has significantly advanced various applications on software engineering tasks, particularly in code generation. Despite the promising performance, ...
IEEE

On the Applicability of Code Language Models to Scientific Computing Programs

Abstract: Scientific Computing Programming Languages (SCPLs), like MATLAB and R, are popular and widely used for computational mathematics. In recent years, pre-trained code language models (CLMs) ...