For early-career developers, the signal is messy. Newer programmers lean on these tools more, yet the clearest performance gains show up among veterans. In other words, AI tends to reward people who ...

As companies move to more AI code writing, humans may not have the necessary skills to validate and debug the AI-written code if their skill formation was inhibited by using AI in the first place, ...

AI coding benchmarks miss long-term code quality degradation from repeated iterative changes.