AI coding assistants are on a downward spiral

We’re living in a strange time for software development. On the one hand, AI-driven coding assistants have shaken up a hitherto calcified IDE market. As RedMonk Cofounder James Governor puts it, “suddenly we’re in a position where there is a surprising amount of...

A smarter approach to training AI models

Artificial intelligence, which was thought to be handily dominated by American labs and researchers, was thrown for a loop with DeepSeek’s R1. And yet, R1 is still subject to many of the same pitfalls as other models—we must make radical advances to move beyond the...

10 machine learning mistakes and how to avoid them

Machine learning technology is taking hold across many sectors as its applications are more widely adopted. The research firm Fortune Business Insights forecasts the global machine-learning market will expand from $26.03 billion in 2023 to $225.91 billion by 2030. Use...